AI Risk Ontology documentation

This is an automatic generated API reference of the main components of AI Atlas Nexus

AIComponent

Bases: Entity

Component (element) of an AI system

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIComponent(Entity):
    """
    Component (element) of an AI system
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIComponent',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AIDeployer

Bases: AIOperator

Any natural or legal person, public authority, agency or other body using an AI system under its authority except where the AI system is used in the course of a personal non-professional activity.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIDeployer(AIOperator):
    """
    Any natural or legal person, public authority, agency or other body using an AI system under its authority except where the AI system is used in the course of a personal non-professional activity.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIDeployer',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AIDeveloper

Bases: Stakeholder

An organisation or entity that is concerned with the development of AI services and products.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIDeveloper(Stakeholder):
    """
    An organisation or entity that is concerned with the development of AI services and products.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIDeveloper',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AIOperator

Bases: Stakeholder

Refers to a provider, product manufacturer, deployer, authorised representative, importer or distributor.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIOperator(Stakeholder):
    """
    Refers to a provider, product manufacturer, deployer, authorised representative, importer or distributor.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIOperator',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AISubject

Bases: Stakeholder

An entity that is subject to or impacted by the use of AI.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AISubject(Stakeholder):
    """
    An entity that is subject to or impacted by the use of AI.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AISubject',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AIUC1ApplicationCategory

Bases: str, Enum

AIUC1 Application Category

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUC1ApplicationCategory(str, Enum):
    """
    AIUC1 Application Category
    """
    MANDATORY = "MANDATORY"
    """
    Mandatory
    """
    OPTIONAL = "OPTIONAL"
    """
    Optional
    """

MANDATORY = 'MANDATORY' class-attribute instance-attribute

Mandatory

OPTIONAL = 'OPTIONAL' class-attribute instance-attribute

Optional

AIUC1ControlApplicationCategory

Bases: str, Enum

AIUC1 ControlApplication Category

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUC1ControlApplicationCategory(str, Enum):
    """
    AIUC1 ControlApplication Category
    """
    CORE = "CORE"
    """
    Core Control
    """
    SUPPLEMENTAL = "SUPPLEMENTAL"
    """
    Supplemental Control
    """

CORE = 'CORE' class-attribute instance-attribute

Core Control

SUPPLEMENTAL = 'SUPPLEMENTAL' class-attribute instance-attribute

Supplemental Control

AIUC1EvidenceCategory

Bases: str, Enum

AIUC1 Evidence Category

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUC1EvidenceCategory(str, Enum):
    """
    AIUC1 Evidence Category
    """
    TECHNICAL_IMPLEMENTATION = "TECHNICAL_IMPLEMENTATION"
    """
    Technical Implementation
    """
    LEGAL_POLICIES = "LEGAL_POLICIES"
    """
    Legal Policies
    """
    OPERATIONAL_PRACTICES = "OPERATIONAL_PRACTICES"
    """
    Operational Practices
    """
    THIRD_PARTY_EVALS = "THIRD_PARTY_EVALS"
    """
    Third-party Evals
    """

LEGAL_POLICIES = 'LEGAL_POLICIES' class-attribute instance-attribute

Legal Policies

OPERATIONAL_PRACTICES = 'OPERATIONAL_PRACTICES' class-attribute instance-attribute

Operational Practices

TECHNICAL_IMPLEMENTATION = 'TECHNICAL_IMPLEMENTATION' class-attribute instance-attribute

Technical Implementation

THIRD_PARTY_EVALS = 'THIRD_PARTY_EVALS' class-attribute instance-attribute

Third-party Evals

AIUC1Frequency

Bases: str, Enum

AIUC1 Frequency

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUC1Frequency(str, Enum):
    """
    AIUC1 Frequency
    """
    MONTHS_3 = "MONTHS_3"
    """
    Every 3 months
    """
    MONTHS_6 = "MONTHS_6"
    """
    Every 6 months
    """
    MONTHS_12 = "MONTHS_12"
    """
    Every 12 months
    """

MONTHS_12 = 'MONTHS_12' class-attribute instance-attribute

Every 12 months

MONTHS_3 = 'MONTHS_3' class-attribute instance-attribute

Every 3 months

MONTHS_6 = 'MONTHS_6' class-attribute instance-attribute

Every 6 months

AIUC1RequirementType

Bases: str, Enum

AIUC1 Requirement Type

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUC1RequirementType(str, Enum):
    """
    AIUC1 Requirement Type
    """
    DETECTIVE = "DETECTIVE"
    """
    Detective
    """
    PREVENTATIVE = "PREVENTATIVE"
    """
    Preventative
    """

DETECTIVE = 'DETECTIVE' class-attribute instance-attribute

Detective

PREVENTATIVE = 'PREVENTATIVE' class-attribute instance-attribute

Preventative

AIUser

Bases: Stakeholder

Individual or group that interacts with a system.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AIUser(Stakeholder):
    """
    Individual or group that interacts with a system.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIUser',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Action

Bases: RiskControl

Action to remediate a risk

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Action(RiskControl):
    """
    Action to remediate a risk
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'slot_usage': {'hasRelatedRisk': {'domain': 'Action',
                                           'name': 'hasRelatedRisk',
                                           'range': 'Risk'}}})

    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'Action',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasAiActorTask: Optional[list[str]] = Field(default=None, description="""Pertinent AI Actor Tasks for each subcategory. Not every AI Actor Task listed will apply to every suggested action in the subcategory (i.e., some apply to AI development and others apply to AI deployment).""", json_schema_extra = { "linkml_meta": {'domain_of': ['Action']} })
    detectsRiskConcept: Optional[list[str]] = Field(default=None, description="""The property airo:detectsRiskConcept indicates the control used for detecting risks, risk sources, consequences, and impacts.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskControl',
         'domain_of': ['Risk', 'RiskControl'],
         'exact_mappings': ['airo:detectsRiskConcept'],
         'inverse': 'isDetectedBy'} })
    mitigatesRiskConcept: Optional[list[str]] = Field(default=None, description="""Indicates the control used for mitigating risks, risk sources, consequences, and impacts.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskControl',
         'domain_of': ['RiskControl'],
         'exact_mappings': ['airo:mitigatesRiskConcept'],
         'inverse': 'isMitigatedBy'} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    isApplicableinLocality: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has is applicable in these localities.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Control', 'Policy'], 'slot_uri': 'nexus:isApplicableinLocality'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    type: Literal["Action"] = Field(default="Action", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

Adapter

Bases: LargeLanguageModel, Entry

Adapter-based methods add extra trainable parameters after the attention and fully-connected layers of a frozen pretrained model to reduce memory-usage and speed up training. The adapters are typically small but demonstrate comparable performance to a fully finetuned model and enable training larger models with fewer resources. (https://huggingface.co/docs/peft/en/conceptual_guides/adapter)

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Adapter(LargeLanguageModel, Entry):
    """
    Adapter-based methods add extra trainable parameters after the attention and fully-connected layers of a frozen pretrained model to reduce memory-usage and speed up training. The adapters are typically small but demonstrate comparable performance to a fully finetuned model and enable training larger models with fewer resources. (https://huggingface.co/docs/peft/en/conceptual_guides/adapter)
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_intrinsic',
         'mixins': ['LargeLanguageModel'],
         'slot_usage': {'hasRelatedRisk': {'domain': 'Adapter',
                                           'name': 'hasRelatedRisk',
                                           'range': 'Risk'},
                        'implementsCapability': {'description': 'Indicates that this '
                                                                'adapter implements a '
                                                                'specific capability',
                                                 'domain': 'Adapter',
                                                 'inverse': 'implementedByAdapter',
                                                 'name': 'implementsCapability',
                                                 'range': 'Capability'}}})

    hasAdapterType: Optional[list[AdapterType]] = Field(default=None, description="""The Adapter type, for example: LORA, ALORA, X-LORA""", json_schema_extra = { "linkml_meta": {'domain_of': ['Adapter']} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'Adapter',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    adaptsModel: Optional[list[str]] = Field(default=None, description="""The LargeLanguageModel being adapted""", json_schema_extra = { "linkml_meta": {'domain_of': ['Adapter']} })
    implementsCapability: Optional[list[str]] = Field(default=None, description="""Indicates that this adapter implements a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Adapter',
         'domain_of': ['Adapter', 'LLMIntrinsic'],
         'inverse': 'implementedByAdapter'} })
    hasCapability: Optional[list[str]] = Field(default=None, description="""Indicates the technical capabilities this entry possesses.
""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'tech:hasCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    numParameters: Optional[int] = Field(default=None, description="""A property indicating the number of parameters in a LLM.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    numTrainingTokens: Optional[int] = Field(default=None, description="""The number of tokens a AI model was trained on.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    contextWindowSize: Optional[int] = Field(default=None, description="""The total length, in bytes, of an AI model's context window.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasInputModality: Optional[list[str]] = Field(default=None, description="""A relationship indicating the input modalities supported by an AI component. Examples include text, image, video.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasOutputModality: Optional[list[str]] = Field(default=None, description="""A relationship indicating the output modalities supported by an AI component. Examples include text, image, video.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasTrainingData: Optional[list[str]] = Field(default=None, description="""A relationship indicating the datasets an AI model was trained on.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel'], 'slot_uri': 'airo:hasTrainingData'} })
    fine_tuning: Optional[str] = Field(default=None, description="""A description of the fine-tuning mechanism(s) applied to a model.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    supported_languages: Optional[list[str]] = Field(default=None, description="""A list of languages, expressed as ISO two letter codes. For example, 'jp, fr, en, de'""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    isPartOf: Optional[str] = Field(default=None, description="""Annotation that a Large Language model is part of a family of models""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Adapter"] = Field(default="Adapter", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasEvaluation: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an entity has an AI evaluation result.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel', 'ThirdPartyEvaluationEngagement'],
         'slot_uri': 'dqv:hasQualityMeasurement'} })
    architecture: Optional[str] = Field(default=None, description="""A description of the architecture of an AI such as 'Decoder-only'.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    gpu_hours: Optional[int] = Field(default=None, description="""GPU consumption in terms of hours""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    power_consumption_w: Optional[int] = Field(default=None, description="""power consumption in Watts""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    carbon_emitted: Optional[float] = Field(default=None, description="""The number of tons of carbon dioxide equivalent that are emitted during training""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'],
         'unit': {'descriptive_name': 'tons of CO2 equivalent', 'symbol': 't CO2-eq'}} })
    hasRiskControl: Optional[list[str]] = Field(default=None, description="""Indicates the control measures associated with a system or component to modify risks.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'], 'slot_uri': 'airo:hasRiskControl'} })
    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""Indicates provider of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })

AdapterType

Bases: str, Enum

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AdapterType(str, Enum):
    LORA = "LORA"
    """
    Low-rank adapters, or LoRAs, are a fast way to give generalist large language models targeted knowledge and skills so they can do things like summarize IT manuals or rate the accuracy of their own answers. LoRA reduces the number of trainable parameters by learning pairs of rank-decompostion matrices while freezing the original weights. This vastly reduces the storage requirement for large language models adapted to specific tasks and enables efficient task-switching during deployment all without introducing inference latency. LoRA also outperforms several other adaptation methods including adapter, prefix-tuning, and fine-tuning. See arXiv:2106.09685
    """
    ALORA = "ALORA"
    """
    Activated LoRA (aLoRA) is a low rank adapter architecture that allows for reusing existing base model KV cache for more efficient inference, unlike standard LoRA models. As a result, aLoRA models can be quickly invoked as-needed for specialized tasks during (long) flows where the base model is primarily used, avoiding potentially expensive prefill costs in terms of latency, throughput, and GPU memory. See arXiv:2504.12397 for further details.
    """
    X_LORA = "X-LORA"
    """
    Mixture of LoRA Experts (X-LoRA) is a mixture of experts method for LoRA which works by using dense or sparse gating to dynamically activate LoRA experts.
    """

ALORA = 'ALORA' class-attribute instance-attribute

Activated LoRA (aLoRA) is a low rank adapter architecture that allows for reusing existing base model KV cache for more efficient inference, unlike standard LoRA models. As a result, aLoRA models can be quickly invoked as-needed for specialized tasks during (long) flows where the base model is primarily used, avoiding potentially expensive prefill costs in terms of latency, throughput, and GPU memory. See arXiv:2504.12397 for further details.

LORA = 'LORA' class-attribute instance-attribute

Low-rank adapters, or LoRAs, are a fast way to give generalist large language models targeted knowledge and skills so they can do things like summarize IT manuals or rate the accuracy of their own answers. LoRA reduces the number of trainable parameters by learning pairs of rank-decompostion matrices while freezing the original weights. This vastly reduces the storage requirement for large language models adapted to specific tasks and enables efficient task-switching during deployment all without introducing inference latency. LoRA also outperforms several other adaptation methods including adapter, prefix-tuning, and fine-tuning. See arXiv:2106.09685

X_LORA = 'X-LORA' class-attribute instance-attribute

Mixture of LoRA Experts (X-LoRA) is a mixture of experts method for LoRA which works by using dense or sparse gating to dynamically activate LoRA experts.

AiAgent

Bases: AiSystem

An artificial intelligence (AI) agent refers to a system or program that is capable of autonomously performing tasks on behalf of a user or another system by designing its workflow and utilizing available tools.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiAgent(AiSystem):
    """
    An artificial intelligence (AI) agent refers to a system or program that is capable of autonomously performing tasks on behalf of a user or another system by designing its workflow and utilizing available tools.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'mixin': True,
         'slot_usage': {'isProvidedBy': {'description': 'A relationship indicating the '
                                                        'AI agent has been provided by '
                                                        'an AI systems provider.',
                                         'name': 'isProvidedBy'}}})

    isComposedOf: Optional[list[str]] = Field(default=None, description="""Relationship indicating the AI components from which a complete AI system is composed.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'AiEval']} })
    hasEuAiSystemType: Optional[AiSystemType] = Field(default=None, description="""The type of system as defined by the EU AI Act.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem']} })
    hasEuRiskCategory: Optional[EuAiRiskCategory] = Field(default=None, description="""The risk category of an AI system as defined by the EU AI Act.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem']} })
    hasCapability: Optional[list[str]] = Field(default=None, description="""Indicates the technical capabilities this entry possesses.
""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem',
         'domain_of': ['AiSystem', 'Adapter', 'LLMIntrinsic'],
         'inverse': 'possessedByAi',
         'slot_uri': 'tech:hasCapability'} })
    isAppliedWithinDomain: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isAppliedWithinDomain'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    hasPurpose: Optional[list[str]] = Field(default=None, description="""Indicates the purpose of an entity, e.g. AI system, components.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasPurpose'} })
    hasStakeholder: Optional[list[str]] = Field(default=None, description="""Indicates stakeholders of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasStakeholder'} })
    isDeployedBy: Optional[str] = Field(default=None, description="""Indicates the deployer of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isDeployedBy'} })
    isDevelopedBy: Optional[str] = Field(default=None, description="""Indicates the developer of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isDevelopedBy'} })
    hasAISubject: Optional[list[str]] = Field(default=None, description="""Indicates the subjects of an AI system""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasAISubject'} })
    hasAIUser: Optional[list[str]] = Field(default=None, description="""Indicate the end-user of an AI system.""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem', 'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasAiUser'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""A relationship indicating the AI agent has been provided by an AI systems provider.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["AiAgent"] = Field(default="AiAgent", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiEval

Bases: Entity

An AI Evaluation, e.g. a metric, benchmark, unitxt card evaluation, a question or a combination of such entities.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiEval(Entity):
    """
    An AI Evaluation, e.g. a metric, benchmark, unitxt card evaluation, a question or a combination of such entities.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'dqv:Metric',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'slot_usage': {'hasRelatedRisk': {'domain': 'AiEval',
                                           'name': 'hasRelatedRisk',
                                           'range': 'Risk'},
                        'isComposedOf': {'description': 'A relationship indicating '
                                                        'that an AI evaluation maybe '
                                                        'composed of other AI '
                                                        "evaluations (e.g. it's an "
                                                        'overall average of other '
                                                        'scores).',
                                         'name': 'isComposedOf',
                                         'range': 'AiEval'}}})

    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasDataset: Optional[list[str]] = Field(default=None, description="""A relationship to datasets that are used.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasTasks: Optional[list[str]] = Field(default=None, description="""The tasks or evaluations the benchmark is intended to assess.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval', 'EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasImplementation: Optional[list[str]] = Field(default=None, description="""A relationship to a implementation defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasUnitxtCard: Optional[list[str]] = Field(default=None, description="""A relationship to a Unitxt card defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    bestValue: Optional[str] = Field(default=None, description="""Annotation of the best possible result of the evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasBenchmarkMetadata: Optional[list[str]] = Field(default=None, description="""A relationship to a Benchmark Metadata Card which contains metadata about the benchmark.""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval', 'domain_of': ['AiEval'], 'inverse': 'describesAiEval'} })
    isComposedOf: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an AI evaluation maybe composed of other AI evaluations (e.g. it's an overall average of other scores).""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'AiEval']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiEvalResult

Bases: Fact, Entity

The result of an evaluation for a specific AI model.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiEvalResult(Fact, Entity):
    """
    The result of an evaluation for a specific AI model.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'dqv:QualityMeasurement',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'mixins': ['Fact']})

    isResultOf: Optional[str] = Field(default=None, description="""A relationship indicating that an entity is the result of an AI evaluation.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEvalResult'], 'slot_uri': 'dqv:isMeasurementOf'} })
    value: str = Field(default=..., description="""Some numeric or string value""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact']} })
    evidence: Optional[str] = Field(default=None, description="""Evidence provides a source (typical a chunk, paragraph or link) describing where some value was found or how it was generated.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact', 'ConditionAssessment']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiLifecyclePhase

Bases: Entity

A Phase of AI lifecycle which indicates evolution of the system from conception through retirement.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiLifecyclePhase(Entity):
    """
    A Phase of AI lifecycle which indicates evolution of the system from conception through retirement.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'airo:AILifecyclePhase',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiModel

Bases: AIComponent, BaseAi

A base AI Model class. No assumption about the type (SVM, LLM, etc.). Subclassed by model types (see LargeLanguageModel).

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiModel(AIComponent, BaseAi):
    """
    A base AI Model class. No assumption about the type (SVM, LLM, etc.). Subclassed by model types (see LargeLanguageModel).
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'mixin': True,
         'mixins': ['AIComponent']})

    hasEvaluation: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an entity has an AI evaluation result.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel', 'ThirdPartyEvaluationEngagement'],
         'slot_uri': 'dqv:hasQualityMeasurement'} })
    architecture: Optional[str] = Field(default=None, description="""A description of the architecture of an AI such as 'Decoder-only'.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    gpu_hours: Optional[int] = Field(default=None, description="""GPU consumption in terms of hours""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    power_consumption_w: Optional[int] = Field(default=None, description="""power consumption in Watts""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    carbon_emitted: Optional[float] = Field(default=None, description="""The number of tons of carbon dioxide equivalent that are emitted during training""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'],
         'unit': {'descriptive_name': 'tons of CO2 equivalent', 'symbol': 't CO2-eq'}} })
    hasRiskControl: Optional[list[str]] = Field(default=None, description="""Indicates the control measures associated with a system or component to modify risks.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'], 'slot_uri': 'airo:hasRiskControl'} })
    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""Indicates provider of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiModelValidation

Bases: AiLifecyclePhase

AI model validation steps that have been performed after the model training to ensure high AI model quality.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiModelValidation(AiLifecyclePhase):
    """
    AI model validation steps that have been performed after the model training to ensure high AI model quality.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiOffice

Bases: Organization

The EU AI Office (https://digital-strategy.ec.europa.eu/en/policies/ai-office)

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiOffice(Organization):
    """
    The EU AI Office (https://digital-strategy.ec.europa.eu/en/policies/ai-office)
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'schema:Organization',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/eu_ai_act'})

    grants_license: Optional[str] = Field(default=None, description="""A relationship from a granting entity such as an Organization to a License instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Organization']} })
    type: Literal["AiOffice"] = Field(default="AiOffice", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiProvider

Bases: Organization

A provider under the AI Act is defined by Article 3(3) as a natural or legal person or body that develops an AI system or general-purpose AI model or has an AI system or general-purpose AI model developed; and places that ystem or model on the market, or puts that system into service, under the provider's own name or trademark, whether for payment or free for charge.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiProvider(Organization):
    """
    A provider under the AI Act is defined by Article 3(3) as a natural or legal person or body that develops an AI system or general-purpose AI model or has an AI system or general-purpose AI model developed; and places that ystem or model on the market, or puts that system into service, under the provider's own name or trademark, whether for payment or free for charge.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AIProvider',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    grants_license: Optional[str] = Field(default=None, description="""A relationship from a granting entity such as an Organization to a License instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Organization']} })
    type: Literal["AiProvider"] = Field(default="AiProvider", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiSystem

Bases: BaseAi, Entry

A compound AI System composed of one or more AI capablities. ChatGPT is an example of an AI system which deploys multiple GPT AI models.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiSystem(BaseAi, Entry):
    """
    A compound AI System composed of one or more AI capablities. ChatGPT is an example of an AI system which deploys multiple GPT AI models.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AISystem',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'mixin': True,
         'mixins': ['BaseAi'],
         'slot_usage': {'hasCapability': {'domain': 'AiSystem',
                                          'inverse': 'possessedByAi',
                                          'name': 'hasCapability'},
                        'hasRelatedRisk': {'domain': 'AiSystem',
                                           'name': 'hasRelatedRisk',
                                           'range': 'Risk'},
                        'isComposedOf': {'description': 'Relationship indicating the '
                                                        'AI components from which a '
                                                        'complete AI system is '
                                                        'composed.',
                                         'name': 'isComposedOf',
                                         'range': 'BaseAi'}}})

    isComposedOf: Optional[list[str]] = Field(default=None, description="""Relationship indicating the AI components from which a complete AI system is composed.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'AiEval']} })
    hasEuAiSystemType: Optional[AiSystemType] = Field(default=None, description="""The type of system as defined by the EU AI Act.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem']} })
    hasEuRiskCategory: Optional[EuAiRiskCategory] = Field(default=None, description="""The risk category of an AI system as defined by the EU AI Act.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem']} })
    hasCapability: Optional[list[str]] = Field(default=None, description="""Indicates the technical capabilities this entry possesses.
""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem',
         'domain_of': ['AiSystem', 'Adapter', 'LLMIntrinsic'],
         'inverse': 'possessedByAi',
         'slot_uri': 'tech:hasCapability'} })
    isAppliedWithinDomain: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isAppliedWithinDomain'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    hasPurpose: Optional[list[str]] = Field(default=None, description="""Indicates the purpose of an entity, e.g. AI system, components.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasPurpose'} })
    hasStakeholder: Optional[list[str]] = Field(default=None, description="""Indicates stakeholders of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasStakeholder'} })
    isDeployedBy: Optional[str] = Field(default=None, description="""Indicates the deployer of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isDeployedBy'} })
    isDevelopedBy: Optional[str] = Field(default=None, description="""Indicates the developer of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:isDevelopedBy'} })
    hasAISubject: Optional[list[str]] = Field(default=None, description="""Indicates the subjects of an AI system""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasAISubject'} })
    hasAIUser: Optional[list[str]] = Field(default=None, description="""Indicate the end-user of an AI system.""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem', 'domain_of': ['AiSystem'], 'slot_uri': 'airo:hasAiUser'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiSystem',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""Indicates provider of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["AiSystem"] = Field(default="AiSystem", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiSystemType

Bases: str, Enum

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiSystemType(str, Enum):
    GPAI = "GPAI"
    """
    General-purpose AI (GPAI)
    """
    GPAI_OS = "GPAI_OS"
    """
    General-purpose AI (GPAI) models released under free and open-source licences
    """
    PROHIBITED = "PROHIBITED"
    """
    Prohibited AI system due to unacceptable risk category (e.g. social scoring systems and manipulative AI).
    """
    SCIENTIFIC_RD = "SCIENTIFIC_RD"
    """
    AI used for scientific research and development
    """
    MILITARY_SECURITY = "MILITARY_SECURITY"
    """
    AI used for military, defense and security purposes.
    """
    HIGH_RISK = "HIGH_RISK"
    """
    AI systems pursuant to Article 6(1)(2) Classification Rules for High-Risk AI Systems
    """

GPAI = 'GPAI' class-attribute instance-attribute

General-purpose AI (GPAI)

GPAI_OS = 'GPAI_OS' class-attribute instance-attribute

General-purpose AI (GPAI) models released under free and open-source licences

HIGH_RISK = 'HIGH_RISK' class-attribute instance-attribute

AI systems pursuant to Article 6(1)(2) Classification Rules for High-Risk AI Systems

MILITARY_SECURITY = 'MILITARY_SECURITY' class-attribute instance-attribute

AI used for military, defense and security purposes.

PROHIBITED = 'PROHIBITED' class-attribute instance-attribute

Prohibited AI system due to unacceptable risk category (e.g. social scoring systems and manipulative AI).

SCIENTIFIC_RD = 'SCIENTIFIC_RD' class-attribute instance-attribute

AI used for scientific research and development

AiTask

Bases: Entry

A task, such as summarization and classification, performed by an AI.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiTask(Entry):
    """
    A task, such as summarization and classification, performed by an AI.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:AiCapability',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'slot_usage': {'requiresCapability': {'domain': 'AiTask',
                                               'name': 'requiresCapability',
                                               'range': 'Capability'}}})

    requiresCapability: Optional[list[str]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'AiTask',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["AiTask"] = Field(default="AiTask", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiTaskDomain

Bases: Group

A grouping of AI Tasks by domain.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiTaskDomain(Group):
    """
    A grouping of AI Tasks by domain.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:AiTaskDomain',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'slot_usage': {'hasPart': {'description': 'A relationship where an AI Task '
                                                   'domain has a group.',
                                    'name': 'hasPart',
                                    'range': 'AiTaskGroup'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where an AI Task domain has a group.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["AiTaskDomain"] = Field(default="AiTaskDomain", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiTaskGroup

Bases: Group

A group of AI Tasks.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiTaskGroup(Group):
    """
    A group of AI Tasks.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:AiTaskGroup',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'slot_usage': {'hasPart': {'description': 'A relationship where an AI task '
                                                   'group has an AI task.',
                                    'name': 'hasPart',
                                    'range': 'AiTask'},
                        'isPartOf': {'name': 'isPartOf', 'range': 'AiTaskDomain'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where an AI task group has an AI task.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["AiTaskGroup"] = Field(default="AiTaskGroup", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

AiTaskTaxonomy

Bases: Taxonomy

A taxonomy of AI Tasks

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class AiTaskTaxonomy(Taxonomy):
    """
    A taxonomy of AI Tasks
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["AiTaskTaxonomy"] = Field(default="AiTaskTaxonomy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

BaseAi

Bases: Entity

Any type of AI, be it a LLM, RL agent, SVM, etc.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class BaseAi(Entity):
    """
    Any type of AI, be it a LLM, RL agent, SVM, etc.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'slot_usage': {'isProvidedBy': {'description': 'Indicates provider of an AI '
                                                        'system or component.',
                                         'name': 'isProvidedBy',
                                         'range': 'AiProvider',
                                         'slot_uri': 'airo:isProvidedBy'}}})

    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""Indicates provider of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

BenchmarkMetadataCard

Bases: Entity

Benchmark metadata cards offer a standardized way to document LLM benchmarks clearly and transparently. Inspired by Model Cards and Datasheets, Benchmark metadata cards help researchers and practitioners understand exactly what benchmarks test, how they relate to real-world risks, and how to interpret their results responsibly. This is an implementation of the design set out in BenchmarkCards: Large Language Model and Risk Reporting (https://doi.org/10.48550/arXiv.2410.12974)

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class BenchmarkMetadataCard(Entity):
    """
    Benchmark metadata cards offer a standardized way to document LLM benchmarks clearly and transparently. Inspired by Model Cards and Datasheets, Benchmark metadata cards help researchers and practitioners understand exactly what benchmarks test, how they relate to real-world risks, and how to interpret their results responsibly. This is an implementation of the design set out in BenchmarkCards: Large Language Model and Risk Reporting (https://doi.org/10.48550/arXiv.2410.12974)
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:benchmarkmetadatacard',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'slot_usage': {'hasRelatedRisk': {'domain': 'BenchmarkMetadataCard',
                                           'name': 'hasRelatedRisk',
                                           'range': 'RiskConcept'}}})

    describesAiEval: Optional[list[str]] = Field(default=None, description="""A relationship where a BenchmarkMetadataCard describes an AI evaluation (benchmark).""", json_schema_extra = { "linkml_meta": {'domain': 'BenchmarkMetadataCard',
         'domain_of': ['BenchmarkMetadataCard'],
         'inverse': 'hasBenchmarkMetadata'} })
    hasDataType: Optional[list[str]] = Field(default=None, description="""The type of data used in the benchmark (e.g., text, images, or multi-modal)""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDomains: Optional[list[str]] = Field(default=None, description="""The specific domains or areas where the benchmark is applied (e.g., natural language processing, computer vision).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasLanguages: Optional[list[str]] = Field(default=None, description="""The languages included in the dataset used by the benchmark (e.g., English, multilingual).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasSimilarBenchmarks: Optional[list[str]] = Field(default=None, description="""Benchmarks that are closely related in terms of goals or data type.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasResources: Optional[list[str]] = Field(default=None, description="""Links to relevant resources, such as repositories or papers related to the benchmark.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasGoal: Optional[str] = Field(default=None, description="""The specific goal or primary use case the benchmark is designed for.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasAudience: Optional[list[str]] = Field(default=None, description="""The intended audience, such as researchers, developers, policymakers, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasTasks: Optional[list[str]] = Field(default=None, description="""The tasks or evaluations the benchmark is intended to assess.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval', 'EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasLimitations: Optional[list[str]] = Field(default=None, description="""Limitations in evaluating or addressing risks, such as gaps in demographic coverage or specific domains.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasOutOfScopeUses: Optional[list[str]] = Field(default=None, description="""Use cases where the benchmark is not designed to be applied and could give misleading results.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasDataSource: Optional[list[str]] = Field(default=None, description="""The origin or source of the data used in the benchmark (e.g., curated datasets, user submissions).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDataSize: Optional[str] = Field(default=None, description="""The size of the dataset, including the number of data points or examples.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDataFormat: Optional[list[str]] = Field(default=None, description="""The structure and modality of the data (e.g., sentence pairs, question-answer format, tabular data).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasAnnotation: Optional[list[str]] = Field(default=None, description="""The process used to annotate or label the dataset, including who or what performed the annotations (e.g., human annotators, automated processes).""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasMethods: Optional[list[str]] = Field(default=None, description="""The evaluation techniques applied within the benchmark.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasMetrics: Optional[list[str]] = Field(default=None, description="""The specific performance metrics used to assess models (e.g., accuracy, F1 score, precision, recall).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasCalculation: Optional[list[str]] = Field(default=None, description="""The way metrics are computed based on model outputs and the benchmark data.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasInterpretation: Optional[list[str]] = Field(default=None, description="""How users should interpret the scores or results from the metrics.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasBaselineResults: Optional[list[str]] = Field(default=None, description="""The results of well-known or widely used models to give context to new performance scores.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasValidation: Optional[list[str]] = Field(default=None, description="""Measures taken to ensure that the benchmark provides valid and reliable evaluations.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'BenchmarkMetadataCard',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    hasDemographicAnalysis: Optional[list[str]] = Field(default=None, description="""How the benchmark evaluates performance across different demographic groups (e.g., gender, race).""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasConsiderationPrivacyAndAnonymity: Optional[list[str]] = Field(default=None, description="""How any personal or sensitive data is handled and whether any anonymization techniques are applied.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasConsiderationConsentProcedures: Optional[list[str]] = Field(default=None, description="""Information on how consent was obtained (if applicable), especially for datasets involving personal data.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasConsiderationComplianceWithRegulations: Optional[list[str]] = Field(default=None, description="""Compliance with relevant legal or ethical regulations (if applicable).""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    name: Optional[str] = Field(default=None, description="""The official name of the benchmark.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard']} })
    overview: Optional[str] = Field(default=None, description="""A brief description of the benchmark's main goals and scope.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BenchmarkMetadataCard']} })
    type: Literal["BenchmarkMetadataCard"] = Field(default="BenchmarkMetadataCard", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Capability

Bases: CapabilityConcept, Entry

A specific AI capability or ability, such as reading comprehension, logical reasoning, or code generation. Aligned with the W3C DPV AI extension dpv-ai:Capability, representing what an AI technology is capable of achieving or providing. Capabilities are distinct from: (1) the intended purpose for which the technology is designed, (2) the actual tasks performed in a specific deployment context, and (3) the technical implementation mechanisms (intrinsics, adapters) that enable the capability.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Capability(CapabilityConcept, Entry):
    """
    A specific AI capability or ability, such as reading comprehension, logical reasoning, or code generation. Aligned with the W3C DPV AI extension dpv-ai:Capability, representing what an AI technology is capable of achieving or providing.
    Capabilities are distinct from: (1) the intended purpose for which the technology is designed, (2) the actual tasks performed in a specific deployment context, and (3) the technical implementation mechanisms (intrinsics, adapters) that enable the capability.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'broad_mappings': ['tech:Capability'],
         'class_uri': 'ai:Capability',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_capability',
         'mixins': ['CapabilityConcept'],
         'slot_usage': {'implementedByAdapter': {'description': 'Indicates that this '
                                                                'capability is '
                                                                'implemented by a '
                                                                'specific adapter. '
                                                                'This relationship '
                                                                'distinguishes the '
                                                                'abstract capability '
                                                                '(what can be done) '
                                                                'from the technical '
                                                                'implementation '
                                                                'mechanism (how it is '
                                                                'added/extended via '
                                                                'adapters).',
                                                 'domain': 'Capability',
                                                 'name': 'implementedByAdapter',
                                                 'range': 'Adapter'},
                        'isPartOf': {'description': 'A relationship where a capability '
                                                    'is part of a capability group',
                                     'name': 'isPartOf',
                                     'range': 'CapabilityGroup'},
                        'requiredByTask': {'description': 'Indicates that this '
                                                          'capability is required to '
                                                          'perform a specific AI task. '
                                                          'This links abstract '
                                                          'capabilities (technical '
                                                          'abilities) to concrete '
                                                          'tasks (application-level '
                                                          'operations). An AI system '
                                                          'with this capability can '
                                                          'perform tasks that require '
                                                          'it.',
                                           'domain': 'Capability',
                                           'name': 'requiredByTask',
                                           'range': 'AiTask'}}})

    requiredByTask: Optional[list[str]] = Field(default=None, description="""Indicates that this capability is required to perform a specific AI task. This links abstract capabilities (technical abilities) to concrete tasks (application-level operations). An AI system with this capability can perform tasks that require it.""", json_schema_extra = { "linkml_meta": {'domain': 'Capability',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    implementedByAdapter: Optional[list[str]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Capability',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a capability is part of a capability group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Capability"] = Field(default="Capability", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

CapabilityConcept

Bases: Concept

An umbrella term for referring to capability domains, groups, and individual capabilities.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class CapabilityConcept(Concept):
    """
    An umbrella term for referring to capability domains, groups, and individual capabilities.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:CapabilityConcept',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_capability',
         'mixin': True})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })
    type: Literal["CapabilityConcept"] = Field(default="CapabilityConcept", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

CapabilityDomain

Bases: CapabilityConcept, Group

A high-level domain of AI capabilities (e.g., Language, Reasoning, Knowledge)

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class CapabilityDomain(CapabilityConcept, Group):
    """
    A high-level domain of AI capabilities (e.g., Language, Reasoning, Knowledge)
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:CapabilityDomain',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_capability',
         'mixins': ['CapabilityConcept'],
         'slot_usage': {'hasPart': {'description': 'A relationship where a capability '
                                                   'domain has capability groups',
                                    'name': 'hasPart',
                                    'range': 'CapabilityGroup'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where a capability domain has capability groups""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["CapabilityDomain"] = Field(default="CapabilityDomain", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

CapabilityGroup

Bases: CapabilityConcept, Group

A group of AI capabilities that are part of a capability taxonomy, organized under a domain

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class CapabilityGroup(CapabilityConcept, Group):
    """
    A group of AI capabilities that are part of a capability taxonomy, organized under a domain
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_capability',
         'mixins': ['CapabilityConcept'],
         'slot_usage': {'belongsToDomain': {'description': 'A relationship where a '
                                                           'capability group belongs '
                                                           'to a capability domain',
                                            'name': 'belongsToDomain',
                                            'range': 'CapabilityDomain'},
                        'hasPart': {'description': 'A relationship where a capability '
                                                   'group has capabilities',
                                    'name': 'hasPart',
                                    'range': 'Capability'},
                        'isPartOf': {'description': 'A relationship where a capability '
                                                    'group belongs to a capability '
                                                    'domain',
                                     'name': 'isPartOf',
                                     'range': 'CapabilityDomain'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a capability group belongs to a capability domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where a capability group has capabilities""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    belongsToDomain: Optional[str] = Field(default=None, description="""A relationship where a capability group belongs to a capability domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    type: Literal["CapabilityGroup"] = Field(default="CapabilityGroup", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

CapabilityTaxonomy

Bases: Taxonomy

A taxonomy of AI capabilities describing the abilities of AI systems.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class CapabilityTaxonomy(Taxonomy):
    """
    A taxonomy of AI capabilities describing the abilities of AI systems.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'skos:ConceptScheme',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_capability'})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["CapabilityTaxonomy"] = Field(default="CapabilityTaxonomy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Certification

Bases: Entry

Certification mechanisms, seals, and marks for the purpose of demonstrating compliance

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Certification(Entry):
    """
    Certification mechanisms, seals, and marks for the purpose of demonstrating compliance
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Certification',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    type: Literal["Certification"] = Field(default="Certification", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Concept

Bases: Entity

A concept

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Concept(Entity):
    """
    A concept
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'skos:Concept',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })
    type: Literal["Concept"] = Field(default="Concept", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ConditionAssessment

Bases: ConfiguredBaseModel

One answer of a completed checklist, for one condition of the evaluation standard.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ConditionAssessment(ConfiguredBaseModel):
    """
    One answer of a completed checklist, for one condition of the evaluation standard.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ConditionAssessment',
         'close_mappings': ['earl:Assertion'],
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'related_mappings': ['earl:TestResult'],
         'rules': [{'description': 'A justification is required when a condition is '
                                   'not fulfilled literally.',
                    'postconditions': {'slot_conditions': {'justification': {'name': 'justification',
                                                                             'required': True}}},
                    'preconditions': {'slot_conditions': {'hasConformanceOutcome': {'any_of': [{'equals_string': 'NOT_FULFILLED'},
                                                                                               {'equals_string': 'ALTERNATIVE_MEANS'}],
                                                                                    'name': 'hasConformanceOutcome'}}}}],
         'slot_usage': {'assessesCondition': {'name': 'assessesCondition',
                                              'required': True},
                        'evidence': {'description': 'Notes or evidence supporting the '
                                                    'answer, e.g. a link to a '
                                                    'published policy.',
                                     'name': 'evidence'},
                        'hasConformanceOutcome': {'name': 'hasConformanceOutcome',
                                                  'required': True}}})

    assessesCondition: str = Field(default=..., description="""The condition of the evaluation standard that is assessed.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ConditionAssessment'], 'slot_uri': 'earl:test'} })
    hasConformanceOutcome: ConformanceOutcome = Field(default=..., description="""Whether the condition was fulfilled.""", json_schema_extra = { "linkml_meta": {'close_mappings': ['dpv:hasComplianceStatus'],
         'domain_of': ['ConditionAssessment'],
         'slot_uri': 'earl:outcome'} })
    evidence: Optional[str] = Field(default=None, description="""Notes or evidence supporting the answer, e.g. a link to a published policy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact', 'ConditionAssessment']} })
    justification: Optional[str] = Field(default=None, description="""Why a condition was not fulfilled, or how the same principle was achieved via alternative means.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ConditionAssessment'],
         'related_mappings': ['earl:info'],
         'slot_uri': 'nexus:justification'} })
    disclosureAnswer: Optional[bool] = Field(default=None, description="""For disclosure conditions (e.g. AEF-1 2.4.x), whether the disclosed circumstance applies, e.g. true if the evaluator was paid by the system provider. Independent of whether the condition was fulfilled.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ConditionAssessment'], 'slot_uri': 'nexus:disclosureAnswer'} })
    appliesToEvaluation: Optional[list[str]] = Field(default=None, description="""The evaluations of the engagement that this answer is specific to. When absent, the answer applies to the engagement as a whole.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ConditionAssessment'], 'slot_uri': 'nexus:appliesToEvaluation'} })

ConformanceOutcome

Bases: str, Enum

The outcome of assessing a condition of an evaluation standard.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ConformanceOutcome(str, Enum):
    """
    The outcome of assessing a condition of an evaluation standard.
    """
    FULFILLED = "FULFILLED"
    """
    The condition was fulfilled.
    """
    NOT_FULFILLED = "NOT_FULFILLED"
    """
    The condition was not fulfilled.
    """
    ALTERNATIVE_MEANS = "ALTERNATIVE_MEANS"
    """
    The condition was not fulfilled literally, but the same principle was achieved via alternative means.
    """
    NOT_APPLICABLE = "NOT_APPLICABLE"
    """
    The condition does not apply to this engagement.
    """
    NOT_ASSESSED = "NOT_ASSESSED"
    """
    The condition was not assessed.
    """

ALTERNATIVE_MEANS = 'ALTERNATIVE_MEANS' class-attribute instance-attribute

The condition was not fulfilled literally, but the same principle was achieved via alternative means.

FULFILLED = 'FULFILLED' class-attribute instance-attribute

The condition was fulfilled.

NOT_APPLICABLE = 'NOT_APPLICABLE' class-attribute instance-attribute

The condition does not apply to this engagement.

NOT_ASSESSED = 'NOT_ASSESSED' class-attribute instance-attribute

The condition was not assessed.

NOT_FULFILLED = 'NOT_FULFILLED' class-attribute instance-attribute

The condition was not fulfilled.

Container

Bases: ConfiguredBaseModel

An umbrella object that holds the ontology class instances

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Container(ConfiguredBaseModel):
    """
    An umbrella object that holds the ontology class instances
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai-risk-ontology',
         'tree_root': True})

    organizations: Optional[list[Union[Organization,AiProvider,AiOffice]]] = Field(default=None, description="""A list of organizations""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    licenses: Optional[list[License]] = Field(default=None, description="""A list of licenses""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    modalities: Optional[list[Modality]] = Field(default=None, description="""A list of AI modalities""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    aitasks: Optional[list[AiTask]] = Field(default=None, description="""A list of AI tasks""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    documents: Optional[list[Documentation]] = Field(default=None, description="""A list of documents""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    datasets: Optional[list[Dataset]] = Field(default=None, description="""A list of data sets""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    llmintrinsics: Optional[list[LLMIntrinsic]] = Field(default=None, description="""A list of LLMIntrinsics""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    adapters: Optional[list[Adapter]] = Field(default=None, description="""A list of Adapters""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    taxonomies: Optional[list[Union[Taxonomy,RiskTaxonomy,RiskControlGroupTaxonomy,CapabilityTaxonomy,AiTaskTaxonomy]]] = Field(default=None, description="""A list of taxonomies""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    concepts: Optional[list[Union[Concept,RiskConcept,CapabilityConcept,CapabilityDomain,CapabilityGroup,Capability,RiskControlGroup,RiskGroup,Risk,RiskControl,RiskIncident,Impact,Action]]] = Field(default=None, description="""A list of concepts""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    entries: Optional[list[Union[Entry,Term,Principle,Certification,EvaluationStandard,LocalityOfUse,Risk,Capability,AiSystem,AiTask,Purpose,Domain,Adapter,LLMIntrinsic,AiAgent]]] = Field(default=None, description="""A list of entries""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    groups: Optional[list[Union[Group,RiskControlGroup,RiskGroup,CapabilityDomain,CapabilityGroup,AiTaskDomain,AiTaskGroup,StakeholderGroup]]] = Field(default=None, description="""A list of groups""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    vocabularies: Optional[list[Vocabulary]] = Field(default=None, description="""A list of vocabularies""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    controls: Optional[list[Union[Control,RiskControl,Action]]] = Field(default=None, description="""A list of AI controls""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    riskincidents: Optional[list[RiskIncident]] = Field(default=None, description="""A list of AI risk incidents""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    stakeholdergroups: Optional[list[StakeholderGroup]] = Field(default=None, description="""A list of AI stakeholder groups""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    stakeholders: Optional[list[Stakeholder]] = Field(default=None, description="""A list of stakeholders""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    actions: Optional[list[Action]] = Field(default=None, description="""A list of risk related actions""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    evaluations: Optional[list[AiEval]] = Field(default=None, description="""A list of AI evaluation methods""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    aievalresults: Optional[list[AiEvalResult]] = Field(default=None, description="""A list of AI evaluation results""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    benchmarkmetadatacards: Optional[list[BenchmarkMetadataCard]] = Field(default=None, description="""A list of AI evaluation benchmark metadata cards""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    aimodelfamilies: Optional[list[LargeLanguageModelFamily]] = Field(default=None, description="""A list of AI model families""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    aimodels: Optional[list[LargeLanguageModel]] = Field(default=None, description="""A list of AI models""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    policies: Optional[list[Union[Policy,LLMQuestionPolicy]]] = Field(default=None, description="""A list of policies""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    rules: Optional[list[Union[Rule,AttributeConditionRule,Permission,Prohibition,Obligation,Recommendation,ControlActivity,Requirement,ControlActivityPermission,ControlActivityProhibition,ControlActivityObligation,ControlActivityRecommendation]]] = Field(default=None, description="""A list of rules""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    prohibitions: Optional[list[Union[Prohibition,ControlActivityProhibition]]] = Field(default=None, description="""A list of prohibitions""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    permissions: Optional[list[Union[Permission,ControlActivityPermission]]] = Field(default=None, description="""A list of Permissions""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    obligations: Optional[list[Union[Obligation,ControlActivityObligation]]] = Field(default=None, description="""A list of Obligations""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })
    thirdpartyevaluationengagements: Optional[list[ThirdPartyEvaluationEngagement]] = Field(default=None, description="""A list of third-party evaluation engagements""", json_schema_extra = { "linkml_meta": {'domain_of': ['Container']} })

Control

Bases: Entity

A measure that maintains and/or modifies

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Control(Entity):
    """
    A measure that maintains and/or modifies
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'nexus:Control',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isApplicableinLocality: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has is applicable in these localities.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Control', 'Policy'], 'slot_uri': 'nexus:isApplicableinLocality'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    type: Literal["Control"] = Field(default="Control", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ControlActivity

Bases: Rule

An obligation, permission, or prohibition for AI system assurance.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ControlActivity(Rule):
    """
    An obligation, permission, or prohibition for AI system assurance.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc', 'mixin': True})

    hasControlApplication: Optional[AIUC1ControlApplicationCategory] = Field(default=None, description="""Which of the AIUC-1 ControlApplicationCategory this control activity (rule) belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasControlApplication'} })
    hasEvidenceCategory: Optional[list[AIUC1EvidenceCategory]] = Field(default=None, description="""The evidence category, ie Technical Implementation, Operational Practices, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasEvidenceCategory'} })
    hasTypicalLocation: Optional[list[str]] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalLocation'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirement: Optional[str] = Field(default=None, description="""This requirement this rule belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasRequirement'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    hasTypicalEvidence: Optional[str] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalEvidence'} })
    type: Literal["ControlActivity"] = Field(default="ControlActivity", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ControlActivityObligation

Bases: ControlActivity, Obligation

A control activity (rule) describing an obligation for performing an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ControlActivityObligation(ControlActivity, Obligation):
    """
    A control activity (rule) describing an obligation for performing an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ControlActivityObligation',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc',
         'mixins': ['ControlActivity']})

    type: Literal["ControlActivityObligation"] = Field(default="ControlActivityObligation", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    hasControlApplication: Optional[AIUC1ControlApplicationCategory] = Field(default=None, description="""Which of the AIUC-1 ControlApplicationCategory this control activity (rule) belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasControlApplication'} })
    hasEvidenceCategory: Optional[list[AIUC1EvidenceCategory]] = Field(default=None, description="""The evidence category, ie Technical Implementation, Operational Practices, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasEvidenceCategory'} })
    hasTypicalLocation: Optional[list[str]] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalLocation'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirement: Optional[str] = Field(default=None, description="""This requirement this rule belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasRequirement'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    hasTypicalEvidence: Optional[str] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalEvidence'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ControlActivityPermission

Bases: ControlActivity, Permission

A control activity (rule) describing a permission to perform an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ControlActivityPermission(ControlActivity, Permission):
    """
    A control activity (rule) describing a permission to perform an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ControlActivityPermission',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc',
         'mixins': ['ControlActivity']})

    type: Literal["ControlActivityPermission"] = Field(default="ControlActivityPermission", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    hasControlApplication: Optional[AIUC1ControlApplicationCategory] = Field(default=None, description="""Which of the AIUC-1 ControlApplicationCategory this control activity (rule) belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasControlApplication'} })
    hasEvidenceCategory: Optional[list[AIUC1EvidenceCategory]] = Field(default=None, description="""The evidence category, ie Technical Implementation, Operational Practices, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasEvidenceCategory'} })
    hasTypicalLocation: Optional[list[str]] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalLocation'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirement: Optional[str] = Field(default=None, description="""This requirement this rule belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasRequirement'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    hasTypicalEvidence: Optional[str] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalEvidence'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ControlActivityProhibition

Bases: ControlActivity, Prohibition

A control activity (rule) describing a prohibition to perform an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ControlActivityProhibition(ControlActivity, Prohibition):
    """
    A control activity (rule) describing a prohibition to perform an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ControlActivityProhibition',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc',
         'mixins': ['ControlActivity']})

    type: Literal["ControlActivityProhibition"] = Field(default="ControlActivityProhibition", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    hasControlApplication: Optional[AIUC1ControlApplicationCategory] = Field(default=None, description="""Which of the AIUC-1 ControlApplicationCategory this control activity (rule) belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasControlApplication'} })
    hasEvidenceCategory: Optional[list[AIUC1EvidenceCategory]] = Field(default=None, description="""The evidence category, ie Technical Implementation, Operational Practices, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasEvidenceCategory'} })
    hasTypicalLocation: Optional[list[str]] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalLocation'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirement: Optional[str] = Field(default=None, description="""This requirement this rule belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasRequirement'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    hasTypicalEvidence: Optional[str] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalEvidence'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ControlActivityRecommendation

Bases: ControlActivity, Recommendation

A control activity (rule) describing a recommendation for performing an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ControlActivityRecommendation(ControlActivity, Recommendation):
    """
    A control activity (rule) describing a recommendation for performing an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ControlActivityRecommendation',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc',
         'mixins': ['ControlActivity']})

    type: Literal["ControlActivityRecommendation"] = Field(default="ControlActivityRecommendation", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    hasControlApplication: Optional[AIUC1ControlApplicationCategory] = Field(default=None, description="""Which of the AIUC-1 ControlApplicationCategory this control activity (rule) belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasControlApplication'} })
    hasEvidenceCategory: Optional[list[AIUC1EvidenceCategory]] = Field(default=None, description="""The evidence category, ie Technical Implementation, Operational Practices, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasEvidenceCategory'} })
    hasTypicalLocation: Optional[list[str]] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalLocation'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirement: Optional[str] = Field(default=None, description="""This requirement this rule belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasRequirement'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    hasTypicalEvidence: Optional[str] = Field(default=None, description="""The evidence is usually found here""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity'],
         'slot_uri': 'nexus:hasTypicalEvidence'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

DataPreprocessing

Bases: AiLifecyclePhase

Data transformations, such as PI filtering, performed to ensure high quality of AI model training data.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class DataPreprocessing(AiLifecyclePhase):
    """
    Data transformations, such as PI filtering, performed to ensure high quality of AI model training data.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Dataset

Bases: Entity

A body of structured information describing some topic(s) of interest.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Dataset(Entity):
    """
    A body of structured information describing some topic(s) of interest.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'schema:Dataset',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    isProvidedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance that provides this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'schema:provider'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Documentation

Bases: Entity

Documented information about a concept or other topic(s) of interest.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Documentation(Entity):
    """
    Documented information about a concept or other topic(s) of interest.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'aliases': ['ExternalReference'],
         'class_uri': 'airo:Documentation',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'slot_usage': {'isCategorizedAs': {'description': 'The category this document '
                                                           'falls under, referenced as '
                                                           'a catalogued Term rather '
                                                           'than repeated as free '
                                                           'text, so grouping labels '
                                                           'are declared in one place.',
                                            'name': 'isCategorizedAs',
                                            'range': 'Term'}}})

    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })
    author: Optional[str] = Field(default=None, description="""The author or authors of the documentation""", json_schema_extra = { "linkml_meta": {'domain_of': ['Documentation', 'RiskIncident']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[str]] = Field(default=None, description="""The category this document falls under, referenced as a catalogued Term rather than repeated as free text, so grouping labels are declared in one place.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Domain

Bases: Entry

An area, sector, or industry that is associated with economic activities.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Domain(Entry):
    """
    An area, sector, or industry that is associated with economic activities.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Domain',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Domain"] = Field(default="Domain", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Entity

Bases: ConfiguredBaseModel

A generic grouping for any identifiable entity.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Entity(ConfiguredBaseModel):
    """
    A generic grouping for any identifiable entity.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'schema:Thing',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Entry

Bases: Entity

An entry and its definitions.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Entry(Entity):
    """
    An entry and its definitions.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'nexus:Entry',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Entry"] = Field(default="Entry", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

EuAiRiskCategory

Bases: str, Enum

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class EuAiRiskCategory(str, Enum):
    EXCLUDED = "EXCLUDED"
    """
    Excluded
    """
    PROHIBITED = "PROHIBITED"
    """
    Prohibited
    """
    HIGH_RISK_EXCEPTION = "HIGH_RISK_EXCEPTION"
    """
    High-Risk Exception
    """
    HIGH_RISK = "HIGH_RISK"
    """
    High Risk
    """
    LIMITED_OR_LOW_RISK = "LIMITED_OR_LOW_RISK"
    """
    Limited or Low Risk
    """

EXCLUDED = 'EXCLUDED' class-attribute instance-attribute

Excluded

HIGH_RISK = 'HIGH_RISK' class-attribute instance-attribute

High Risk

HIGH_RISK_EXCEPTION = 'HIGH_RISK_EXCEPTION' class-attribute instance-attribute

High-Risk Exception

LIMITED_OR_LOW_RISK = 'LIMITED_OR_LOW_RISK' class-attribute instance-attribute

Limited or Low Risk

PROHIBITED = 'PROHIBITED' class-attribute instance-attribute

Prohibited

EvaluationResultRecord

Bases: Entity

A single evaluation result record

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class EvaluationResultRecord(Entity):
    """
    A single evaluation result record
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:evaluationresultrecord',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    hasSourceData: Optional[SourceData] = Field(default=None, description="""Source data information""", json_schema_extra = { "linkml_meta": {'domain': 'EvaluationResultRecord', 'domain_of': ['EvaluationResultRecord']} })
    hasMetricConfig: Optional[MetricConfig] = Field(default=None, description="""Metric configuration""", json_schema_extra = { "linkml_meta": {'domain': 'EvaluationResultRecord', 'domain_of': ['EvaluationResultRecord']} })
    hasScoreDetails: Optional[ScoreDetails] = Field(default=None, description="""Score details""", json_schema_extra = { "linkml_meta": {'domain': 'EvaluationResultRecord', 'domain_of': ['EvaluationResultRecord']} })
    evaluation_name: Optional[str] = Field(default=None, description="""Name of the evaluation benchmark""", json_schema_extra = { "linkml_meta": {'domain_of': ['EvaluationResultRecord']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

EvaluationStandard

Bases: Entry

A standard defining minimum conditions, processes, or independence criteria required for conducting AI evaluations

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class EvaluationStandard(Entry):
    """
    A standard defining minimum conditions, processes, or independence criteria required for conducting AI evaluations
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'dpv:ManagementStandard',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    hasPrinciple: Optional[list[str]] = Field(default=None, description="""The principle(s) this entry is composed of or belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['EvaluationStandard', 'Requirement'],
         'slot_uri': 'dpv:isPartOf'} })
    type: Literal["EvaluationStandard"] = Field(default="EvaluationStandard", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

EvaluationStandardConformance

Bases: ConfiguredBaseModel

A completed checklist reporting how an engagement addressed the conditions of an evaluation standard.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class EvaluationStandardConformance(ConfiguredBaseModel):
    """
    A completed checklist reporting how an engagement addressed the conditions of an evaluation standard.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:EvaluationStandardConformance',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'related_mappings': ['dpv:ComplianceStatus'],
         'slot_usage': {'conformsToStandard': {'name': 'conformsToStandard',
                                               'required': True}}})

    conformsToStandard: str = Field(default=..., description="""The evaluation standard the checklist is completed against.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EvaluationStandardConformance'],
         'slot_uri': 'dcterms:conformsTo'} })
    satisfiesAllRequirements: Optional[bool] = Field(default=None, description="""The overall answer to whether the engagement satisfies all the minimum requirements of the standard.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EvaluationStandardConformance'],
         'slot_uri': 'nexus:satisfiesAllRequirements'} })
    hasConditionAssessment: Optional[list[ConditionAssessment]] = Field(default=None, description="""The per-condition answers of a completed checklist.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EvaluationStandardConformance'],
         'slot_uri': 'nexus:hasConditionAssessment'} })

EveryEvalAIResult

Bases: AiEvalResult

An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class EveryEvalAIResult(AiEvalResult):
    """
    An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:everyevalairesult',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'slot_usage': {'hasRelatedRisk': {'domain': 'AiEvalResult',
                                           'name': 'hasRelatedRisk',
                                           'range': 'RiskConcept'}}})

    hasSourceMetadata: Optional[SourceMetadata] = Field(default=None, description="""Source metadata for the evaluation""", json_schema_extra = { "linkml_meta": {'domain': 'EveryEvalAIResult', 'domain_of': ['EveryEvalAIResult']} })
    hasModelInfo: Optional[ModelInfo] = Field(default=None, description="""Model information for the evaluation""", json_schema_extra = { "linkml_meta": {'domain': 'EveryEvalAIResult', 'domain_of': ['EveryEvalAIResult']} })
    hasEvaluationResults: Optional[dict[str, EvaluationResultRecord]] = Field(default=None, description="""Array of evaluation results""", json_schema_extra = { "linkml_meta": {'domain': 'EveryEvalAIResult', 'domain_of': ['EveryEvalAIResult']} })
    hasDataType: Optional[list[str]] = Field(default=None, description="""The type of data used in the benchmark (e.g., text, images, or multi-modal)""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDomains: Optional[list[str]] = Field(default=None, description="""The specific domains or areas where the benchmark is applied (e.g., natural language processing, computer vision).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasLanguages: Optional[list[str]] = Field(default=None, description="""The languages included in the dataset used by the benchmark (e.g., English, multilingual).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasTasks: Optional[list[str]] = Field(default=None, description="""The tasks or evaluations the benchmark is intended to assess.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval', 'EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDataSource: Optional[list[str]] = Field(default=None, description="""The origin or source of the data used in the benchmark (e.g., curated datasets, user submissions).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDataSize: Optional[str] = Field(default=None, description="""The size of the dataset, including the number of data points or examples.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDataFormat: Optional[list[str]] = Field(default=None, description="""The structure and modality of the data (e.g., sentence pairs, question-answer format, tabular data).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasMethods: Optional[list[str]] = Field(default=None, description="""The evaluation techniques applied within the benchmark.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasMetrics: Optional[list[str]] = Field(default=None, description="""The specific performance metrics used to assess models (e.g., accuracy, F1 score, precision, recall).""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasLimitations: Optional[list[str]] = Field(default=None, description="""Limitations in evaluating or addressing risks, such as gaps in demographic coverage or specific domains.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasGoal: Optional[str] = Field(default=None, description="""The specific goal or primary use case the benchmark is designed for.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasAudience: Optional[list[str]] = Field(default=None, description="""The intended audience, such as researchers, developers, policymakers, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasResources: Optional[list[str]] = Field(default=None, description="""Links to relevant resources, such as repositories or papers related to the benchmark.""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiEvalResult',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    schema_version: Optional[str] = Field(default=None, description="""Version of the evaluation schema""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult']} })
    evaluation_id: Optional[str] = Field(default=None, description="""Unique identifier for this evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult']} })
    evaluation_timestamp: Optional[datetime ] = Field(default=None, description="""ISO 8601 timestamp when evaluation was performed""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult']} })
    retrieved_timestamp: Optional[str] = Field(default=None, description="""Unix timestamp when the data was retrieved""", json_schema_extra = { "linkml_meta": {'domain_of': ['EveryEvalAIResult']} })
    isResultOf: Optional[str] = Field(default=None, description="""A relationship indicating that an entity is the result of an AI evaluation.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEvalResult'], 'slot_uri': 'dqv:isMeasurementOf'} })
    value: str = Field(default=..., description="""Some numeric or string value""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact']} })
    evidence: Optional[str] = Field(default=None, description="""Evidence provides a source (typical a chunk, paragraph or link) describing where some value was found or how it was generated.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact', 'ConditionAssessment']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Fact

Bases: ConfiguredBaseModel

A fact about something, for example the result of a measurement. In addition to the value, evidence is provided.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Fact(ConfiguredBaseModel):
    """
    A fact about something, for example the result of a measurement. In addition to the value, evidence is provided.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'schema:Statement',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    value: str = Field(default=..., description="""Some numeric or string value""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact']} })
    evidence: Optional[str] = Field(default=None, description="""Evidence provides a source (typical a chunk, paragraph or link) describing where some value was found or how it was generated.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Fact', 'ConditionAssessment']} })

Group

Bases: Entity

Labelled groups of concepts.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Group(Entity):
    """
    Labelled groups of concepts.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'skos:Collection',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["Group"] = Field(default="Group", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Input

Bases: Entity

Input for which the system or component generates output.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Input(Entity):
    """
    Input for which the system or component generates output.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Input',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Jurisdiction

Bases: str, Enum

ISO 3166-1 alpha-2 country code, from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:Country.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Jurisdiction(str, Enum):
    """
    ISO 3166-1 alpha-2 country code, from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:Country.
    """
    AD = "AD"
    """
    Andorra
    """
    AE = "AE"
    """
    United Arab Emirates
    """
    AF = "AF"
    """
    Afghanistan
    """
    AG = "AG"
    """
    Antigua and Barbuda
    """
    AI = "AI"
    """
    Anguilla
    """
    AL = "AL"
    """
    Albania
    """
    AM = "AM"
    """
    Armenia
    """
    AO = "AO"
    """
    Angola
    """
    AQ = "AQ"
    """
    Antarctica
    """
    AR = "AR"
    """
    Argentina
    """
    AS = "AS"
    """
    American Samoa
    """
    AT = "AT"
    """
    Austria
    """
    AU = "AU"
    """
    Australia
    """
    AW = "AW"
    """
    Aruba
    """
    AX = "AX"
    """
    Åland Islands
    """
    AZ = "AZ"
    """
    Azerbaijan
    """
    BA = "BA"
    """
    Bosnia and Herzegovina
    """
    BB = "BB"
    """
    Barbados
    """
    BD = "BD"
    """
    Bangladesh
    """
    BE = "BE"
    """
    Belgium
    """
    BF = "BF"
    """
    Burkina Faso
    """
    BG = "BG"
    """
    Bulgaria
    """
    BH = "BH"
    """
    Bahrain
    """
    BI = "BI"
    """
    Burundi
    """
    BJ = "BJ"
    """
    Benin
    """
    BL = "BL"
    """
    Saint Barthélemy
    """
    BM = "BM"
    """
    Bermuda
    """
    BN = "BN"
    """
    Brunei Darussalam
    """
    BO = "BO"
    """
    Bolivia (Plurinational State of)
    """
    BQ = "BQ"
    """
    Bonaire, Sint Eustatius and Saba
    """
    BR = "BR"
    """
    Brazil
    """
    BS = "BS"
    """
    Bahamas
    """
    BT = "BT"
    """
    Bhutan
    """
    BV = "BV"
    """
    Bouvet Island
    """
    BW = "BW"
    """
    Botswana
    """
    BY = "BY"
    """
    Belarus
    """
    BZ = "BZ"
    """
    Belize
    """
    CA = "CA"
    """
    Canada
    """
    CC = "CC"
    """
    Cocos (Keeling) Islands
    """
    CD = "CD"
    """
    Democratic Republic of the Congo
    """
    CF = "CF"
    """
    Central African Republic
    """
    CG = "CG"
    """
    Congo
    """
    CH = "CH"
    """
    Switzerland
    """
    CI = "CI"
    """
    Côte d’Ivoire
    """
    CK = "CK"
    """
    Cook Islands
    """
    CL = "CL"
    """
    Chile
    """
    CM = "CM"
    """
    Cameroon
    """
    CN = "CN"
    """
    China
    """
    CO = "CO"
    """
    Colombia
    """
    CR = "CR"
    """
    Costa Rica
    """
    CU = "CU"
    """
    Cuba
    """
    CV = "CV"
    """
    Cabo Verde
    """
    CW = "CW"
    """
    Curaçao
    """
    CX = "CX"
    """
    Christmas Island
    """
    CY = "CY"
    """
    Cyprus
    """
    CZ = "CZ"
    """
    Czechia
    """
    DE = "DE"
    """
    Germany
    """
    DJ = "DJ"
    """
    Djibouti
    """
    DK = "DK"
    """
    Denmark
    """
    DM = "DM"
    """
    Dominica
    """
    DO = "DO"
    """
    Dominican Republic
    """
    DZ = "DZ"
    """
    Algeria
    """
    EC = "EC"
    """
    Ecuador
    """
    EE = "EE"
    """
    Estonia
    """
    EG = "EG"
    """
    Egypt
    """
    EH = "EH"
    """
    Western Sahara
    """
    ER = "ER"
    """
    Eritrea
    """
    ES = "ES"
    """
    Spain
    """
    ET = "ET"
    """
    Ethiopia
    """
    FI = "FI"
    """
    Finland
    """
    FJ = "FJ"
    """
    Fiji
    """
    FK = "FK"
    """
    Falkland Islands (Malvinas)
    """
    FM = "FM"
    """
    Micronesia (Federated States of)
    """
    FO = "FO"
    """
    Faroe Islands
    """
    FR = "FR"
    """
    France
    """
    GA = "GA"
    """
    Gabon
    """
    GB = "GB"
    """
    United Kingdom of Great Britain and Northern Ireland
    """
    GD = "GD"
    """
    Grenada
    """
    GE = "GE"
    """
    Georgia
    """
    GF = "GF"
    """
    French Guiana
    """
    GG = "GG"
    """
    Guernsey
    """
    GH = "GH"
    """
    Ghana
    """
    GI = "GI"
    """
    Gibraltar
    """
    GL = "GL"
    """
    Greenland
    """
    GM = "GM"
    """
    Gambia
    """
    GN = "GN"
    """
    Guinea
    """
    GP = "GP"
    """
    Guadeloupe
    """
    GQ = "GQ"
    """
    Equatorial Guinea
    """
    GR = "GR"
    """
    Greece
    """
    GS = "GS"
    """
    South Georgia and the South Sandwich Islands
    """
    GT = "GT"
    """
    Guatemala
    """
    GU = "GU"
    """
    Guam
    """
    GW = "GW"
    """
    Guinea-Bissau
    """
    GY = "GY"
    """
    Guyana
    """
    HK = "HK"
    """
    China, Hong Kong Special Administrative Region
    """
    HM = "HM"
    """
    Heard Island and McDonald Islands
    """
    HN = "HN"
    """
    Honduras
    """
    HR = "HR"
    """
    Croatia
    """
    HT = "HT"
    """
    Haiti
    """
    HU = "HU"
    """
    Hungary
    """
    ID = "ID"
    """
    Indonesia
    """
    IE = "IE"
    """
    Ireland
    """
    IL = "IL"
    """
    Israel
    """
    IM = "IM"
    """
    Isle of Man
    """
    IN = "IN"
    """
    India
    """
    IO = "IO"
    """
    British Indian Ocean Territory
    """
    IQ = "IQ"
    """
    Iraq
    """
    IR = "IR"
    """
    Iran (Islamic Republic of)
    """
    IS = "IS"
    """
    Iceland
    """
    IT = "IT"
    """
    Italy
    """
    JE = "JE"
    """
    Jersey
    """
    JM = "JM"
    """
    Jamaica
    """
    JO = "JO"
    """
    Jordan
    """
    JP = "JP"
    """
    Japan
    """
    KE = "KE"
    """
    Kenya
    """
    KG = "KG"
    """
    Kyrgyzstan
    """
    KH = "KH"
    """
    Cambodia
    """
    KI = "KI"
    """
    Kiribati
    """
    KM = "KM"
    """
    Comoros
    """
    KN = "KN"
    """
    Saint Kitts and Nevis
    """
    KP = "KP"
    """
    Democratic People's Republic of Korea
    """
    KR = "KR"
    """
    Republic of Korea
    """
    KW = "KW"
    """
    Kuwait
    """
    KY = "KY"
    """
    Cayman Islands
    """
    KZ = "KZ"
    """
    Kazakhstan
    """
    LA = "LA"
    """
    Lao People's Democratic Republic
    """
    LB = "LB"
    """
    Lebanon
    """
    LC = "LC"
    """
    Saint Lucia
    """
    LI = "LI"
    """
    Liechtenstein
    """
    LK = "LK"
    """
    Sri Lanka
    """
    LR = "LR"
    """
    Liberia
    """
    LS = "LS"
    """
    Lesotho
    """
    LT = "LT"
    """
    Lithuania
    """
    LU = "LU"
    """
    Luxembourg
    """
    LV = "LV"
    """
    Latvia
    """
    LY = "LY"
    """
    Libya
    """
    MA = "MA"
    """
    Morocco
    """
    MC = "MC"
    """
    Monaco
    """
    MD = "MD"
    """
    Republic of Moldova
    """
    ME = "ME"
    """
    Montenegro
    """
    MF = "MF"
    """
    Saint Martin (French Part)
    """
    MG = "MG"
    """
    Madagascar
    """
    MH = "MH"
    """
    Marshall Islands
    """
    MK = "MK"
    """
    North Macedonia
    """
    ML = "ML"
    """
    Mali
    """
    MM = "MM"
    """
    Myanmar
    """
    MN = "MN"
    """
    Mongolia
    """
    MO = "MO"
    """
    China, Macao Special Administrative Region
    """
    MP = "MP"
    """
    Northern Mariana Islands
    """
    MQ = "MQ"
    """
    Martinique
    """
    MR = "MR"
    """
    Mauritania
    """
    MS = "MS"
    """
    Montserrat
    """
    MT = "MT"
    """
    Malta
    """
    MU = "MU"
    """
    Mauritius
    """
    MV = "MV"
    """
    Maldives
    """
    MW = "MW"
    """
    Malawi
    """
    MX = "MX"
    """
    Mexico
    """
    MY = "MY"
    """
    Malaysia
    """
    MZ = "MZ"
    """
    Mozambique
    """
    NA = "NA"
    """
    Namibia
    """
    NC = "NC"
    """
    New Caledonia
    """
    NE = "NE"
    """
    Niger
    """
    NF = "NF"
    """
    Norfolk Island
    """
    NG = "NG"
    """
    Nigeria
    """
    NI = "NI"
    """
    Nicaragua
    """
    NL = "NL"
    """
    Netherlands
    """
    NO = "NO"
    """
    Norway
    """
    NP = "NP"
    """
    Nepal
    """
    NR = "NR"
    """
    Nauru
    """
    NU = "NU"
    """
    Niue
    """
    NZ = "NZ"
    """
    New Zealand
    """
    OM = "OM"
    """
    Oman
    """
    PA = "PA"
    """
    Panama
    """
    PE = "PE"
    """
    Peru
    """
    PF = "PF"
    """
    French Polynesia
    """
    PG = "PG"
    """
    Papua New Guinea
    """
    PH = "PH"
    """
    Philippines
    """
    PK = "PK"
    """
    Pakistan
    """
    PL = "PL"
    """
    Poland
    """
    PM = "PM"
    """
    Saint Pierre and Miquelon
    """
    PN = "PN"
    """
    Pitcairn
    """
    PR = "PR"
    """
    Puerto Rico
    """
    PS = "PS"
    """
    State of Palestine
    """
    PT = "PT"
    """
    Portugal
    """
    PW = "PW"
    """
    Palau
    """
    PY = "PY"
    """
    Paraguay
    """
    QA = "QA"
    """
    Qatar
    """
    RE = "RE"
    """
    Réunion
    """
    RO = "RO"
    """
    Romania
    """
    RS = "RS"
    """
    Serbia
    """
    RU = "RU"
    """
    Russian Federation
    """
    RW = "RW"
    """
    Rwanda
    """
    SA = "SA"
    """
    Saudi Arabia
    """
    SB = "SB"
    """
    Solomon Islands
    """
    SC = "SC"
    """
    Seychelles
    """
    SD = "SD"
    """
    Sudan
    """
    SE = "SE"
    """
    Sweden
    """
    SG = "SG"
    """
    Singapore
    """
    SH = "SH"
    """
    Saint Helena
    """
    SI = "SI"
    """
    Slovenia
    """
    SJ = "SJ"
    """
    Svalbard and Jan Mayen Islands
    """
    SK = "SK"
    """
    Slovakia
    """
    SL = "SL"
    """
    Sierra Leone
    """
    SM = "SM"
    """
    San Marino
    """
    SN = "SN"
    """
    Senegal
    """
    SO = "SO"
    """
    Somalia
    """
    SR = "SR"
    """
    Suriname
    """
    SS = "SS"
    """
    South Sudan
    """
    ST = "ST"
    """
    Sao Tome and Principe
    """
    SV = "SV"
    """
    El Salvador
    """
    SX = "SX"
    """
    Sint Maarten (Dutch part)
    """
    SY = "SY"
    """
    Syrian Arab Republic
    """
    SZ = "SZ"
    """
    Eswatini
    """
    TC = "TC"
    """
    Turks and Caicos Islands
    """
    TD = "TD"
    """
    Chad
    """
    TF = "TF"
    """
    French Southern Territories
    """
    TG = "TG"
    """
    Togo
    """
    TH = "TH"
    """
    Thailand
    """
    TJ = "TJ"
    """
    Tajikistan
    """
    TK = "TK"
    """
    Tokelau
    """
    TL = "TL"
    """
    Timor-Leste
    """
    TM = "TM"
    """
    Turkmenistan
    """
    TN = "TN"
    """
    Tunisia
    """
    TO = "TO"
    """
    Tonga
    """
    TR = "TR"
    """
    Turkey
    """
    TT = "TT"
    """
    Trinidad and Tobago
    """
    TV = "TV"
    """
    Tuvalu
    """
    TW = "TW"
    """
    Taiwan (Province of China)
    """
    TZ = "TZ"
    """
    United Republic of Tanzania
    """
    UA = "UA"
    """
    Ukraine
    """
    UG = "UG"
    """
    Uganda
    """
    UM = "UM"
    """
    United States Minor Outlying Islands
    """
    US = "US"
    """
    United States of America
    """
    UY = "UY"
    """
    Uruguay
    """
    UZ = "UZ"
    """
    Uzbekistan
    """
    VA = "VA"
    """
    Holy See
    """
    VC = "VC"
    """
    Saint Vincent and the Grenadines
    """
    VE = "VE"
    """
    Venezuela (Bolivarian Republic of)
    """
    VG = "VG"
    """
    British Virgin Islands
    """
    VI = "VI"
    """
    United States Virgin Islands
    """
    VN = "VN"
    """
    Viet Nam
    """
    VU = "VU"
    """
    Vanuatu
    """
    WF = "WF"
    """
    Wallis and Futuna Islands
    """
    WS = "WS"
    """
    Samoa
    """
    YE = "YE"
    """
    Yemen
    """
    YT = "YT"
    """
    Mayotte
    """
    ZA = "ZA"
    """
    South Africa
    """
    ZM = "ZM"
    """
    Zambia
    """
    ZW = "ZW"
    """
    Zimbabwe
    """

AD = 'AD' class-attribute instance-attribute

Andorra

AE = 'AE' class-attribute instance-attribute

United Arab Emirates

AF = 'AF' class-attribute instance-attribute

Afghanistan

AG = 'AG' class-attribute instance-attribute

Antigua and Barbuda

AI = 'AI' class-attribute instance-attribute

Anguilla

AL = 'AL' class-attribute instance-attribute

Albania

AM = 'AM' class-attribute instance-attribute

Armenia

AO = 'AO' class-attribute instance-attribute

Angola

AQ = 'AQ' class-attribute instance-attribute

Antarctica

AR = 'AR' class-attribute instance-attribute

Argentina

AS = 'AS' class-attribute instance-attribute

American Samoa

AT = 'AT' class-attribute instance-attribute

Austria

AU = 'AU' class-attribute instance-attribute

Australia

AW = 'AW' class-attribute instance-attribute

Aruba

AX = 'AX' class-attribute instance-attribute

Åland Islands

AZ = 'AZ' class-attribute instance-attribute

Azerbaijan

BA = 'BA' class-attribute instance-attribute

Bosnia and Herzegovina

BB = 'BB' class-attribute instance-attribute

Barbados

BD = 'BD' class-attribute instance-attribute

Bangladesh

BE = 'BE' class-attribute instance-attribute

Belgium

BF = 'BF' class-attribute instance-attribute

Burkina Faso

BG = 'BG' class-attribute instance-attribute

Bulgaria

BH = 'BH' class-attribute instance-attribute

Bahrain

BI = 'BI' class-attribute instance-attribute

Burundi

BJ = 'BJ' class-attribute instance-attribute

Benin

BL = 'BL' class-attribute instance-attribute

Saint Barthélemy

BM = 'BM' class-attribute instance-attribute

Bermuda

BN = 'BN' class-attribute instance-attribute

Brunei Darussalam

BO = 'BO' class-attribute instance-attribute

Bolivia (Plurinational State of)

BQ = 'BQ' class-attribute instance-attribute

Bonaire, Sint Eustatius and Saba

BR = 'BR' class-attribute instance-attribute

Brazil

BS = 'BS' class-attribute instance-attribute

Bahamas

BT = 'BT' class-attribute instance-attribute

Bhutan

BV = 'BV' class-attribute instance-attribute

Bouvet Island

BW = 'BW' class-attribute instance-attribute

Botswana

BY = 'BY' class-attribute instance-attribute

Belarus

BZ = 'BZ' class-attribute instance-attribute

Belize

CA = 'CA' class-attribute instance-attribute

Canada

CC = 'CC' class-attribute instance-attribute

Cocos (Keeling) Islands

CD = 'CD' class-attribute instance-attribute

Democratic Republic of the Congo

CF = 'CF' class-attribute instance-attribute

Central African Republic

CG = 'CG' class-attribute instance-attribute

Congo

CH = 'CH' class-attribute instance-attribute

Switzerland

CI = 'CI' class-attribute instance-attribute

Côte d’Ivoire

CK = 'CK' class-attribute instance-attribute

Cook Islands

CL = 'CL' class-attribute instance-attribute

Chile

CM = 'CM' class-attribute instance-attribute

Cameroon

CN = 'CN' class-attribute instance-attribute

China

CO = 'CO' class-attribute instance-attribute

Colombia

CR = 'CR' class-attribute instance-attribute

Costa Rica

CU = 'CU' class-attribute instance-attribute

Cuba

CV = 'CV' class-attribute instance-attribute

Cabo Verde

CW = 'CW' class-attribute instance-attribute

Curaçao

CX = 'CX' class-attribute instance-attribute

Christmas Island

CY = 'CY' class-attribute instance-attribute

Cyprus

CZ = 'CZ' class-attribute instance-attribute

Czechia

DE = 'DE' class-attribute instance-attribute

Germany

DJ = 'DJ' class-attribute instance-attribute

Djibouti

DK = 'DK' class-attribute instance-attribute

Denmark

DM = 'DM' class-attribute instance-attribute

Dominica

DO = 'DO' class-attribute instance-attribute

Dominican Republic

DZ = 'DZ' class-attribute instance-attribute

Algeria

EC = 'EC' class-attribute instance-attribute

Ecuador

EE = 'EE' class-attribute instance-attribute

Estonia

EG = 'EG' class-attribute instance-attribute

Egypt

EH = 'EH' class-attribute instance-attribute

Western Sahara

ER = 'ER' class-attribute instance-attribute

Eritrea

ES = 'ES' class-attribute instance-attribute

Spain

ET = 'ET' class-attribute instance-attribute

Ethiopia

FI = 'FI' class-attribute instance-attribute

Finland

FJ = 'FJ' class-attribute instance-attribute

Fiji

FK = 'FK' class-attribute instance-attribute

Falkland Islands (Malvinas)

FM = 'FM' class-attribute instance-attribute

Micronesia (Federated States of)

FO = 'FO' class-attribute instance-attribute

Faroe Islands

FR = 'FR' class-attribute instance-attribute

France

GA = 'GA' class-attribute instance-attribute

Gabon

GB = 'GB' class-attribute instance-attribute

United Kingdom of Great Britain and Northern Ireland

GD = 'GD' class-attribute instance-attribute

Grenada

GE = 'GE' class-attribute instance-attribute

Georgia

GF = 'GF' class-attribute instance-attribute

French Guiana

GG = 'GG' class-attribute instance-attribute

Guernsey

GH = 'GH' class-attribute instance-attribute

Ghana

GI = 'GI' class-attribute instance-attribute

Gibraltar

GL = 'GL' class-attribute instance-attribute

Greenland

GM = 'GM' class-attribute instance-attribute

Gambia

GN = 'GN' class-attribute instance-attribute

Guinea

GP = 'GP' class-attribute instance-attribute

Guadeloupe

GQ = 'GQ' class-attribute instance-attribute

Equatorial Guinea

GR = 'GR' class-attribute instance-attribute

Greece

GS = 'GS' class-attribute instance-attribute

South Georgia and the South Sandwich Islands

GT = 'GT' class-attribute instance-attribute

Guatemala

GU = 'GU' class-attribute instance-attribute

Guam

GW = 'GW' class-attribute instance-attribute

Guinea-Bissau

GY = 'GY' class-attribute instance-attribute

Guyana

HK = 'HK' class-attribute instance-attribute

China, Hong Kong Special Administrative Region

HM = 'HM' class-attribute instance-attribute

Heard Island and McDonald Islands

HN = 'HN' class-attribute instance-attribute

Honduras

HR = 'HR' class-attribute instance-attribute

Croatia

HT = 'HT' class-attribute instance-attribute

Haiti

HU = 'HU' class-attribute instance-attribute

Hungary

ID = 'ID' class-attribute instance-attribute

Indonesia

IE = 'IE' class-attribute instance-attribute

Ireland

IL = 'IL' class-attribute instance-attribute

Israel

IM = 'IM' class-attribute instance-attribute

Isle of Man

IN = 'IN' class-attribute instance-attribute

India

IO = 'IO' class-attribute instance-attribute

British Indian Ocean Territory

IQ = 'IQ' class-attribute instance-attribute

Iraq

IR = 'IR' class-attribute instance-attribute

Iran (Islamic Republic of)

IS = 'IS' class-attribute instance-attribute

Iceland

IT = 'IT' class-attribute instance-attribute

Italy

JE = 'JE' class-attribute instance-attribute

Jersey

JM = 'JM' class-attribute instance-attribute

Jamaica

JO = 'JO' class-attribute instance-attribute

Jordan

JP = 'JP' class-attribute instance-attribute

Japan

KE = 'KE' class-attribute instance-attribute

Kenya

KG = 'KG' class-attribute instance-attribute

Kyrgyzstan

KH = 'KH' class-attribute instance-attribute

Cambodia

KI = 'KI' class-attribute instance-attribute

Kiribati

KM = 'KM' class-attribute instance-attribute

Comoros

KN = 'KN' class-attribute instance-attribute

Saint Kitts and Nevis

KP = 'KP' class-attribute instance-attribute

Democratic People's Republic of Korea

KR = 'KR' class-attribute instance-attribute

Republic of Korea

KW = 'KW' class-attribute instance-attribute

Kuwait

KY = 'KY' class-attribute instance-attribute

Cayman Islands

KZ = 'KZ' class-attribute instance-attribute

Kazakhstan

LA = 'LA' class-attribute instance-attribute

Lao People's Democratic Republic

LB = 'LB' class-attribute instance-attribute

Lebanon

LC = 'LC' class-attribute instance-attribute

Saint Lucia

LI = 'LI' class-attribute instance-attribute

Liechtenstein

LK = 'LK' class-attribute instance-attribute

Sri Lanka

LR = 'LR' class-attribute instance-attribute

Liberia

LS = 'LS' class-attribute instance-attribute

Lesotho

LT = 'LT' class-attribute instance-attribute

Lithuania

LU = 'LU' class-attribute instance-attribute

Luxembourg

LV = 'LV' class-attribute instance-attribute

Latvia

LY = 'LY' class-attribute instance-attribute

Libya

MA = 'MA' class-attribute instance-attribute

Morocco

MC = 'MC' class-attribute instance-attribute

Monaco

MD = 'MD' class-attribute instance-attribute

Republic of Moldova

ME = 'ME' class-attribute instance-attribute

Montenegro

MF = 'MF' class-attribute instance-attribute

Saint Martin (French Part)

MG = 'MG' class-attribute instance-attribute

Madagascar

MH = 'MH' class-attribute instance-attribute

Marshall Islands

MK = 'MK' class-attribute instance-attribute

North Macedonia

ML = 'ML' class-attribute instance-attribute

Mali

MM = 'MM' class-attribute instance-attribute

Myanmar

MN = 'MN' class-attribute instance-attribute

Mongolia

MO = 'MO' class-attribute instance-attribute

China, Macao Special Administrative Region

MP = 'MP' class-attribute instance-attribute

Northern Mariana Islands

MQ = 'MQ' class-attribute instance-attribute

Martinique

MR = 'MR' class-attribute instance-attribute

Mauritania

MS = 'MS' class-attribute instance-attribute

Montserrat

MT = 'MT' class-attribute instance-attribute

Malta

MU = 'MU' class-attribute instance-attribute

Mauritius

MV = 'MV' class-attribute instance-attribute

Maldives

MW = 'MW' class-attribute instance-attribute

Malawi

MX = 'MX' class-attribute instance-attribute

Mexico

MY = 'MY' class-attribute instance-attribute

Malaysia

MZ = 'MZ' class-attribute instance-attribute

Mozambique

NA = 'NA' class-attribute instance-attribute

Namibia

NC = 'NC' class-attribute instance-attribute

New Caledonia

NE = 'NE' class-attribute instance-attribute

Niger

NF = 'NF' class-attribute instance-attribute

Norfolk Island

NG = 'NG' class-attribute instance-attribute

Nigeria

NI = 'NI' class-attribute instance-attribute

Nicaragua

NL = 'NL' class-attribute instance-attribute

Netherlands

NO = 'NO' class-attribute instance-attribute

Norway

NP = 'NP' class-attribute instance-attribute

Nepal

NR = 'NR' class-attribute instance-attribute

Nauru

NU = 'NU' class-attribute instance-attribute

Niue

NZ = 'NZ' class-attribute instance-attribute

New Zealand

OM = 'OM' class-attribute instance-attribute

Oman

PA = 'PA' class-attribute instance-attribute

Panama

PE = 'PE' class-attribute instance-attribute

Peru

PF = 'PF' class-attribute instance-attribute

French Polynesia

PG = 'PG' class-attribute instance-attribute

Papua New Guinea

PH = 'PH' class-attribute instance-attribute

Philippines

PK = 'PK' class-attribute instance-attribute

Pakistan

PL = 'PL' class-attribute instance-attribute

Poland

PM = 'PM' class-attribute instance-attribute

Saint Pierre and Miquelon

PN = 'PN' class-attribute instance-attribute

Pitcairn

PR = 'PR' class-attribute instance-attribute

Puerto Rico

PS = 'PS' class-attribute instance-attribute

State of Palestine

PT = 'PT' class-attribute instance-attribute

Portugal

PW = 'PW' class-attribute instance-attribute

Palau

PY = 'PY' class-attribute instance-attribute

Paraguay

QA = 'QA' class-attribute instance-attribute

Qatar

RE = 'RE' class-attribute instance-attribute

Réunion

RO = 'RO' class-attribute instance-attribute

Romania

RS = 'RS' class-attribute instance-attribute

Serbia

RU = 'RU' class-attribute instance-attribute

Russian Federation

RW = 'RW' class-attribute instance-attribute

Rwanda

SA = 'SA' class-attribute instance-attribute

Saudi Arabia

SB = 'SB' class-attribute instance-attribute

Solomon Islands

SC = 'SC' class-attribute instance-attribute

Seychelles

SD = 'SD' class-attribute instance-attribute

Sudan

SE = 'SE' class-attribute instance-attribute

Sweden

SG = 'SG' class-attribute instance-attribute

Singapore

SH = 'SH' class-attribute instance-attribute

Saint Helena

SI = 'SI' class-attribute instance-attribute

Slovenia

SJ = 'SJ' class-attribute instance-attribute

Svalbard and Jan Mayen Islands

SK = 'SK' class-attribute instance-attribute

Slovakia

SL = 'SL' class-attribute instance-attribute

Sierra Leone

SM = 'SM' class-attribute instance-attribute

San Marino

SN = 'SN' class-attribute instance-attribute

Senegal

SO = 'SO' class-attribute instance-attribute

Somalia

SR = 'SR' class-attribute instance-attribute

Suriname

SS = 'SS' class-attribute instance-attribute

South Sudan

ST = 'ST' class-attribute instance-attribute

Sao Tome and Principe

SV = 'SV' class-attribute instance-attribute

El Salvador

SX = 'SX' class-attribute instance-attribute

Sint Maarten (Dutch part)

SY = 'SY' class-attribute instance-attribute

Syrian Arab Republic

SZ = 'SZ' class-attribute instance-attribute

Eswatini

TC = 'TC' class-attribute instance-attribute

Turks and Caicos Islands

TD = 'TD' class-attribute instance-attribute

Chad

TF = 'TF' class-attribute instance-attribute

French Southern Territories

TG = 'TG' class-attribute instance-attribute

Togo

TH = 'TH' class-attribute instance-attribute

Thailand

TJ = 'TJ' class-attribute instance-attribute

Tajikistan

TK = 'TK' class-attribute instance-attribute

Tokelau

TL = 'TL' class-attribute instance-attribute

Timor-Leste

TM = 'TM' class-attribute instance-attribute

Turkmenistan

TN = 'TN' class-attribute instance-attribute

Tunisia

TO = 'TO' class-attribute instance-attribute

Tonga

TR = 'TR' class-attribute instance-attribute

Turkey

TT = 'TT' class-attribute instance-attribute

Trinidad and Tobago

TV = 'TV' class-attribute instance-attribute

Tuvalu

TW = 'TW' class-attribute instance-attribute

Taiwan (Province of China)

TZ = 'TZ' class-attribute instance-attribute

United Republic of Tanzania

UA = 'UA' class-attribute instance-attribute

Ukraine

UG = 'UG' class-attribute instance-attribute

Uganda

UM = 'UM' class-attribute instance-attribute

United States Minor Outlying Islands

US = 'US' class-attribute instance-attribute

United States of America

UY = 'UY' class-attribute instance-attribute

Uruguay

UZ = 'UZ' class-attribute instance-attribute

Uzbekistan

VA = 'VA' class-attribute instance-attribute

Holy See

VC = 'VC' class-attribute instance-attribute

Saint Vincent and the Grenadines

VE = 'VE' class-attribute instance-attribute

Venezuela (Bolivarian Republic of)

VG = 'VG' class-attribute instance-attribute

British Virgin Islands

VI = 'VI' class-attribute instance-attribute

United States Virgin Islands

VN = 'VN' class-attribute instance-attribute

Viet Nam

VU = 'VU' class-attribute instance-attribute

Vanuatu

WF = 'WF' class-attribute instance-attribute

Wallis and Futuna Islands

WS = 'WS' class-attribute instance-attribute

Samoa

YE = 'YE' class-attribute instance-attribute

Yemen

YT = 'YT' class-attribute instance-attribute

Mayotte

ZA = 'ZA' class-attribute instance-attribute

South Africa

ZM = 'ZM' class-attribute instance-attribute

Zambia

ZW = 'ZW' class-attribute instance-attribute

Zimbabwe

LLMIntrinsic

Bases: Entry

A capability that can be invoked through a well-defined API that is reasonably stable and independent of how the LLM intrinsic itself is implemented.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LLMIntrinsic(Entry):
    """
    A capability that can be invoked through a well-defined API that is reasonably stable and independent of how the LLM intrinsic itself is implemented.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'ai:Capability',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_intrinsic',
         'slot_usage': {'hasRelatedRisk': {'domain': 'LLMIntrinsic',
                                           'name': 'hasRelatedRisk',
                                           'range': 'RiskConcept'},
                        'implementsCapability': {'domain': 'LLMIntrinsic',
                                                 'inverse': 'implementedByIntrinsic',
                                                 'name': 'implementsCapability',
                                                 'range': 'Capability'}}})

    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'LLMIntrinsic',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    hasRelatedTerm: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a term""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'RiskConcept'}, {'range': 'Term'}],
         'domain': 'Any',
         'domain_of': ['LLMIntrinsic']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasAdapter: Optional[list[str]] = Field(default=None, description="""The Adapter for the intrinsic""", json_schema_extra = { "linkml_meta": {'domain': 'LLMIntrinsic', 'domain_of': ['LLMIntrinsic']} })
    hasCapability: Optional[list[str]] = Field(default=None, description="""Indicates the technical capabilities this entry possesses.
""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'tech:hasCapability'} })
    implementsCapability: Optional[list[str]] = Field(default=None, description="""Indicates that this entity implements a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'LLMIntrinsic',
         'domain_of': ['Adapter', 'LLMIntrinsic'],
         'inverse': 'implementedByIntrinsic'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["LLMIntrinsic"] = Field(default="LLMIntrinsic", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

LLMQuestionPolicy

Bases: Policy

The policy guides how the language model should answer a diverse set of sensitive questions.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LLMQuestionPolicy(Policy):
    """
    The policy guides how the language model should answer a diverse set of sensitive questions.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    hasRelatedRisk: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasReasonDenial: Optional[str] = Field(default=None, description="""Reason for denial""", json_schema_extra = { "linkml_meta": {'domain_of': ['LLMQuestionPolicy'], 'slot_uri': 'nexus:hasReasonDenial'} })
    hasShortReplyType: Optional[str] = Field(default=None, description="""Short reply type""", json_schema_extra = { "linkml_meta": {'domain_of': ['LLMQuestionPolicy'], 'slot_uri': 'nexus:hasShortReplyType'} })
    hasException: Optional[str] = Field(default=None, description="""Exception type""", json_schema_extra = { "linkml_meta": {'domain_of': ['LLMQuestionPolicy'], 'slot_uri': 'nexus:hasException'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isApplicableinLocality: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has is applicable in these localities.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Control', 'Policy'], 'slot_uri': 'nexus:isApplicableinLocality'} })
    type: Literal["LLMQuestionPolicy"] = Field(default="LLMQuestionPolicy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

LargeLanguageModel

Bases: AiModel

A large language model (LLM) is an AI model which supports a range of language-related tasks such as generation, summarization, classification, among others. A LLM is implemented as an artificial neural networks using a transformer architecture.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LargeLanguageModel(AiModel):
    """
    A large language model (LLM) is an AI model which supports a range of language-related tasks such as generation, summarization, classification, among others. A LLM is implemented as an artificial neural networks using a transformer architecture.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'aliases': ['LLM'],
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'mixin': True,
         'slot_usage': {'isPartOf': {'description': 'Annotation that a Large Language '
                                                    'model is part of a family of '
                                                    'models',
                                     'name': 'isPartOf',
                                     'range': 'LargeLanguageModelFamily'}}})

    numParameters: Optional[int] = Field(default=None, description="""A property indicating the number of parameters in a LLM.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    numTrainingTokens: Optional[int] = Field(default=None, description="""The number of tokens a AI model was trained on.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    contextWindowSize: Optional[int] = Field(default=None, description="""The total length, in bytes, of an AI model's context window.""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasInputModality: Optional[list[str]] = Field(default=None, description="""A relationship indicating the input modalities supported by an AI component. Examples include text, image, video.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasOutputModality: Optional[list[str]] = Field(default=None, description="""A relationship indicating the output modalities supported by an AI component. Examples include text, image, video.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    hasTrainingData: Optional[list[str]] = Field(default=None, description="""A relationship indicating the datasets an AI model was trained on.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel'], 'slot_uri': 'airo:hasTrainingData'} })
    fine_tuning: Optional[str] = Field(default=None, description="""A description of the fine-tuning mechanism(s) applied to a model.""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    supported_languages: Optional[list[str]] = Field(default=None, description="""A list of languages, expressed as ISO two letter codes. For example, 'jp, fr, en, de'""", json_schema_extra = { "linkml_meta": {'domain_of': ['LargeLanguageModel']} })
    isPartOf: Optional[str] = Field(default=None, description="""Annotation that a Large Language model is part of a family of models""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    hasEvaluation: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an entity has an AI evaluation result.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel', 'ThirdPartyEvaluationEngagement'],
         'slot_uri': 'dqv:hasQualityMeasurement'} })
    architecture: Optional[str] = Field(default=None, description="""A description of the architecture of an AI such as 'Decoder-only'.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    gpu_hours: Optional[int] = Field(default=None, description="""GPU consumption in terms of hours""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    power_consumption_w: Optional[int] = Field(default=None, description="""power consumption in Watts""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel']} })
    carbon_emitted: Optional[float] = Field(default=None, description="""The number of tons of carbon dioxide equivalent that are emitted during training""", ge=0, json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'],
         'unit': {'descriptive_name': 'tons of CO2 equivalent', 'symbol': 't CO2-eq'}} })
    hasRiskControl: Optional[list[str]] = Field(default=None, description="""Indicates the control measures associated with a system or component to modify risks.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel'], 'slot_uri': 'airo:hasRiskControl'} })
    isProducedBy: Optional[str] = Field(default=None, description="""A relationship to the Organization instance which produces this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasModelCard: Optional[list[str]] = Field(default=None, description="""A relationship to model card references.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    performsTask: Optional[list[str]] = Field(default=None, description="""relationship indicating the AI tasks an AI model can perform.""", json_schema_extra = { "linkml_meta": {'domain_of': ['BaseAi']} })
    isProvidedBy: Optional[str] = Field(default=None, description="""Indicates provider of an AI system or component.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset', 'BaseAi'], 'slot_uri': 'airo:isProvidedBy'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

LargeLanguageModelFamily

Bases: Entity

A large language model family is a set of models that are provided by the same AI systems provider and are built around the same architecture, but differ e.g. in the number of parameters. Examples are Meta's Llama2 family or the IBM granite models.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LargeLanguageModelFamily(Entity):
    """
    A large language model family is a set of models that are provided by the same AI systems provider and are built around the same architecture, but differ e.g. in the number of parameters. Examples are Meta's Llama2 family or the IBM granite models.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

License

Bases: Entity

The general notion of a license which defines terms and grants permissions to users of AI systems, datasets and software.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class License(Entity):
    """
    The general notion of a license which defines terms and grants permissions to users of AI systems, datasets and software.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:License',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

LifecycleStatus

Bases: str, Enum

Editorial / publication state of a catalogued entity. Permissible values align to the ADMS-status codelist where one exists; otherwise drawn from PSO vocabulary, and failing that, minted in this nexus namespace.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LifecycleStatus(str, Enum):
    """
    Editorial / publication state of a catalogued entity. Permissible values align to the ADMS-status codelist where one exists; otherwise drawn from PSO vocabulary, and failing that, minted in this nexus namespace.
    """
    DRAFT = "DRAFT"
    """
    Initial draft under development.
    """
    REVIEW = "REVIEW"
    """
    Under editorial or technical review.
    """
    APPROVED = "APPROVED"
    """
    Approved / published as authoritative.
    """
    DEPRECATED = "DEPRECATED"
    """
    Discouraged for new use but still available.
    """
    SUPERSEDED = "SUPERSEDED"
    """
    Replaced by a newer version of this entity.
    """
    WITHDRAWN = "WITHDRAWN"
    """
    Removed / no longer available.
    """

APPROVED = 'APPROVED' class-attribute instance-attribute

Approved / published as authoritative.

DEPRECATED = 'DEPRECATED' class-attribute instance-attribute

Discouraged for new use but still available.

DRAFT = 'DRAFT' class-attribute instance-attribute

Initial draft under development.

REVIEW = 'REVIEW' class-attribute instance-attribute

Under editorial or technical review.

SUPERSEDED = 'SUPERSEDED' class-attribute instance-attribute

Replaced by a newer version of this entity.

WITHDRAWN = 'WITHDRAWN' class-attribute instance-attribute

Removed / no longer available.

LocalityOfUse

Bases: Entry

The area, e.g. facility or institution, in which an entity is used.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class LocalityOfUse(Entry):
    """
    The area, e.g. facility or institution, in which an entity is used.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:LocalityOfUse',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["LocalityOfUse"] = Field(default="LocalityOfUse", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

MetricConfig

Bases: Entity

Configuration for evaluation metrics

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class MetricConfig(Entity):
    """
    Configuration for evaluation metrics
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:metricconfig',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    lower_is_better: Optional[bool] = Field(default=None, description="""Whether lower scores are better""", json_schema_extra = { "linkml_meta": {'domain_of': ['MetricConfig']} })
    score_type: Optional[str] = Field(default=None, description="""Type of score (e.g., continuous)""", json_schema_extra = { "linkml_meta": {'domain_of': ['MetricConfig']} })
    min_score: Optional[float] = Field(default=None, description="""Minimum possible score""", json_schema_extra = { "linkml_meta": {'domain_of': ['MetricConfig']} })
    max_score: Optional[float] = Field(default=None, description="""Maximum possible score""", json_schema_extra = { "linkml_meta": {'domain_of': ['MetricConfig']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Modality

Bases: Entity

A modality supported by an Ai component. Examples include text, image, video.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Modality(Entity):
    """
    A modality supported by an Ai component. Examples include text, image, video.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Modality',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ModelInfo

Bases: Entity

Information about the AI model being evaluated

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ModelInfo(Entity):
    """
    Information about the AI model being evaluated
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:modelinfo',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    model_name: Optional[str] = Field(default=None, description="""Name of the AI model""", json_schema_extra = { "linkml_meta": {'domain_of': ['ModelInfo']} })
    model_id: Optional[str] = Field(default=None, description="""Identifier of the AI model""", json_schema_extra = { "linkml_meta": {'domain_of': ['ModelInfo']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Obligation

Bases: Rule

A rule describing an obligation for performing an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Obligation(Rule):
    """
    A rule describing an obligation for performing an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Obligation',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    type: Literal["Obligation"] = Field(default="Obligation", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Organization

Bases: Entity

Any organizational entity such as a corporation, educational institution, consortium, government, etc.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Organization(Entity):
    """
    Any organizational entity such as a corporation, educational institution, consortium, government, etc.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'schema:Organization',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    grants_license: Optional[str] = Field(default=None, description="""A relationship from a granting entity such as an Organization to a License instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Organization']} })
    type: Literal["Organization"] = Field(default="Organization", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Permission

Bases: Rule

A rule describing a permission to perform an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Permission(Rule):
    """
    A rule describing a permission to perform an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Permission',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    type: Literal["Permission"] = Field(default="Permission", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Policy

Bases: Entity

A guidance document outlining any of: procedures, plans, principles, decisions, intent, or protocols.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Policy(Entity):
    """
    A guidance document outlining any of: procedures, plans, principles, decisions, intent, or protocols.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Policy',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isApplicableinLocality: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has is applicable in these localities.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Control', 'Policy'], 'slot_uri': 'nexus:isApplicableinLocality'} })
    type: Literal["Policy"] = Field(default="Policy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Principle

Bases: Entry

A representation of values or norms that must be taken into consideration when conducting activities.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Principle(Entry):
    """
    A representation of values or norms that must be taken into consideration when conducting activities.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'dpv:Principle',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Principle"] = Field(default="Principle", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Prohibition

Bases: Rule

A rule describing a prohibition to perform an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Prohibition(Rule):
    """
    A rule describing a prohibition to perform an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Prohibition',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    type: Literal["Prohibition"] = Field(default="Prohibition", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Purpose

Bases: Entry

The end goal for which an entity is used or an action is taken.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Purpose(Entry):
    """
    The end goal for which an entity is used or an action is taken.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Purpose',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Purpose"] = Field(default="Purpose", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Question

Bases: AiEval

An evaluation where a question has to be answered

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Question(AiEval):
    """
    An evaluation where a question has to be answered
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    text: str = Field(default=..., description="""The question itself""", json_schema_extra = { "linkml_meta": {'domain_of': ['Question']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasDataset: Optional[list[str]] = Field(default=None, description="""A relationship to datasets that are used.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasTasks: Optional[list[str]] = Field(default=None, description="""The tasks or evaluations the benchmark is intended to assess.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval', 'EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasImplementation: Optional[list[str]] = Field(default=None, description="""A relationship to a implementation defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasUnitxtCard: Optional[list[str]] = Field(default=None, description="""A relationship to a Unitxt card defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    bestValue: Optional[str] = Field(default=None, description="""Annotation of the best possible result of the evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasBenchmarkMetadata: Optional[list[str]] = Field(default=None, description="""A relationship to a Benchmark Metadata Card which contains metadata about the benchmark.""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval', 'domain_of': ['AiEval'], 'inverse': 'describesAiEval'} })
    isComposedOf: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an AI evaluation maybe composed of other AI evaluations (e.g. it's an overall average of other scores).""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'AiEval']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Questionnaire

Bases: AiEval

A questionnaire groups questions

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Questionnaire(AiEval):
    """
    A questionnaire groups questions
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'slot_usage': {'isComposedOf': {'name': 'isComposedOf', 'range': 'Question'}}})

    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasDataset: Optional[list[str]] = Field(default=None, description="""A relationship to datasets that are used.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasTasks: Optional[list[str]] = Field(default=None, description="""The tasks or evaluations the benchmark is intended to assess.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval', 'EveryEvalAIResult', 'BenchmarkMetadataCard']} })
    hasImplementation: Optional[list[str]] = Field(default=None, description="""A relationship to a implementation defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasUnitxtCard: Optional[list[str]] = Field(default=None, description="""A relationship to a Unitxt card defining the risk evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval'], 'slot_uri': 'schema:url'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    hasRelatedRisk: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    bestValue: Optional[str] = Field(default=None, description="""Annotation of the best possible result of the evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiEval']} })
    hasBenchmarkMetadata: Optional[list[str]] = Field(default=None, description="""A relationship to a Benchmark Metadata Card which contains metadata about the benchmark.""", json_schema_extra = { "linkml_meta": {'domain': 'AiEval', 'domain_of': ['AiEval'], 'inverse': 'describesAiEval'} })
    isComposedOf: Optional[list[str]] = Field(default=None, description="""A relationship indicating that an AI evaluation maybe composed of other AI evaluations (e.g. it's an overall average of other scores).""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiSystem', 'AiEval']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Recommendation

Bases: Rule

A rule describing a recommendation for performing an activity

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Recommendation(Rule):
    """
    A rule describing a recommendation for performing an activity
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Recommendation',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    type: Literal["Recommendation"] = Field(default="Recommendation", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Requirement

Bases: Rule

A requirement representing a combination of obligation, permission, or prohibition for AI system assurance.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Requirement(Rule):
    """
    A requirement representing a combination of obligation, permission, or prohibition for AI system assurance.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_aiuc',
         'slot_usage': {'hasRule': {'description': 'Relationship indicating the '
                                                   'control activities (rules) of '
                                                   'which the requirement is composed.',
                                    'inlined': False,
                                    'name': 'hasRule'}}})

    hasApplication: Optional[list[AIUC1ApplicationCategory]] = Field(default=None, description="""The application category, Optional or Mandatory.""", json_schema_extra = { "linkml_meta": {'domain': 'Requirement',
         'domain_of': ['Requirement'],
         'slot_uri': 'nexus:hasApplication'} })
    hasFrequency: Optional[AIUC1Frequency] = Field(default=None, description="""The frequency""", json_schema_extra = { "linkml_meta": {'domain': 'Requirement',
         'domain_of': ['Requirement'],
         'slot_uri': 'nexus:hasFrequency'} })
    hasKeywords: Optional[list[str]] = Field(default=None, description="""A collection of keywords""", json_schema_extra = { "linkml_meta": {'domain': 'Requirement',
         'domain_of': ['Requirement'],
         'slot_uri': 'nexus:hasKeywords'} })
    hasPrinciple: Optional[list[str]] = Field(default=None, description="""The principle(s) this entry is composed of or belongs to""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['EvaluationStandard', 'Requirement'],
         'slot_uri': 'dpv:isPartOf'} })
    isApplicableToCapability: Optional[list[str]] = Field(default=None, description="""This evidence only applies to AI systems with this capability""", json_schema_extra = { "linkml_meta": {'domain': 'ControlActivity',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:isApplicableToCapability'} })
    hasRequirementType: Optional[AIUC1RequirementType] = Field(default=None, description="""The requirement type of whether this is preventive, detective, etc.""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['ControlActivity', 'Requirement'],
         'slot_uri': 'nexus:hasRequirementType'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Relationship indicating the control activities (rules) of which the requirement is composed.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Requirement"] = Field(default="Requirement", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Risk

Bases: RiskConcept, Entry

The state of uncertainty associated with an AI system, that has the potential to cause harms

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Risk(RiskConcept, Entry):
    """
    The state of uncertainty associated with an AI system, that has the potential to cause harms
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Risk',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixins': ['RiskConcept'],
         'slot_usage': {'isPartOf': {'description': 'A relationship where a risk is '
                                                    'part of a risk group',
                                     'name': 'isPartOf',
                                     'range': 'RiskGroup'}}})

    hasRelatedAction: Optional[list[str]] = Field(default=None, description="""A relationship where an entity relates to an action""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a risk is part of a risk group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    detectsRiskConcept: Optional[list[str]] = Field(default=None, description="""The property airo:detectsRiskConcept indicates the control used for detecting risks, risk sources, consequences, and impacts.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskControl',
         'domain_of': ['Risk', 'RiskControl'],
         'exact_mappings': ['airo:detectsRiskConcept'],
         'inverse': 'isDetectedBy'} })
    tag: Optional[str] = Field(default=None, description="""A shost version of the name""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    risk_type: Optional[str] = Field(default=None, description="""Annotation whether an AI risk occurs at input or output or is non-technical.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    phase: Optional[str] = Field(default=None, description="""Annotation whether an AI risk shows specifically during the training-tuning or inference phase.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    descriptor: Optional[list[str]] = Field(default=None, description="""Annotates whether an AI risk is a traditional risk, specific to or amplified by AI.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    concern: Optional[str] = Field(default=None, description="""Some explanation about the concern related to an AI risk""", json_schema_extra = { "linkml_meta": {'domain_of': ['Risk']} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Risk"] = Field(default="Risk", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

RiskConcept

Bases: Concept

An umbrella term for referring to risk, risk source, consequence and impact.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskConcept(Concept):
    """
    An umbrella term for referring to risk, risk source, consequence and impact.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:RiskConcept',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixin': True})

    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })
    type: Literal["RiskConcept"] = Field(default="RiskConcept", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

RiskControl

Bases: RiskConcept, Control

A measure that maintains and/or modifies risk (and risk concepts)

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskControl(RiskConcept, Control):
    """
    A measure that maintains and/or modifies risk (and risk concepts)
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:RiskControl',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixin': True,
         'mixins': ['RiskConcept']})

    detectsRiskConcept: Optional[list[str]] = Field(default=None, description="""The property airo:detectsRiskConcept indicates the control used for detecting risks, risk sources, consequences, and impacts.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskControl',
         'domain_of': ['Risk', 'RiskControl'],
         'exact_mappings': ['airo:detectsRiskConcept'],
         'inverse': 'isDetectedBy'} })
    mitigatesRiskConcept: Optional[list[str]] = Field(default=None, description="""Indicates the control used for mitigating risks, risk sources, consequences, and impacts.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskControl',
         'domain_of': ['RiskControl'],
         'exact_mappings': ['airo:mitigatesRiskConcept'],
         'inverse': 'isMitigatedBy'} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    isApplicableinLocality: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has is applicable in these localities.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Control', 'Policy'], 'slot_uri': 'nexus:isApplicableinLocality'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    type: Literal["RiskControl"] = Field(default="RiskControl", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

RiskControlGroup

Bases: RiskConcept, Group

A group of AI system related risk controls.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskControlGroup(RiskConcept, Group):
    """
    A group of AI system related risk controls.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixins': ['RiskConcept'],
         'slot_usage': {'hasPart': {'description': 'A relationship where a '
                                                   'riskcontrolgroup has a risk '
                                                   'control',
                                    'name': 'hasPart',
                                    'range': 'RiskControl'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where a riskcontrolgroup has a risk control""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["RiskControlGroup"] = Field(default="RiskControlGroup", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

RiskControlGroupTaxonomy

Bases: Taxonomy

A taxonomy of AI system related risk controls groups

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskControlGroupTaxonomy(Taxonomy):
    """
    A taxonomy of AI system related risk controls groups
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk'})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["RiskControlGroupTaxonomy"] = Field(default="RiskControlGroupTaxonomy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

RiskGroup

Bases: RiskConcept, Group

A group of AI system related risks that are part of a risk taxonomy.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskGroup(RiskConcept, Group):
    """
    A group of AI system related risks that are part of a risk taxonomy.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixins': ['RiskConcept'],
         'slot_usage': {'hasPart': {'description': 'A relationship where a riskgroup '
                                                   'has a risk',
                                    'name': 'hasPart',
                                    'range': 'Risk'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where a riskgroup has a risk""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["RiskGroup"] = Field(default="RiskGroup", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })

RiskIncident

Bases: RiskConcept, Entity

An event occuring or occured which is a realised or materialised risk.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskIncident(RiskConcept, Entity):
    """
    An event occuring or occured which is a realised or materialised risk.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'dpv-risk:Incident',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk',
         'mixins': ['RiskConcept']})

    refersToRisk: Optional[list[str]] = Field(default=None, description="""Indicates the incident (subject) is a materialisation of the indicated risk (object)""", json_schema_extra = { "linkml_meta": {'domain': 'RiskIncident',
         'domain_of': ['RiskIncident'],
         'exact_mappings': ['dpv:refersToRisk']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasStatus: Optional[str] = Field(default=None, description="""Indicates the status of specified concept""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept', 'domain_of': ['RiskIncident']} })
    hasSeverity: Optional[str] = Field(default=None, description="""Indicates the severity associated with a concept""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept', 'domain_of': ['RiskIncident']} })
    hasLikelihood: Optional[str] = Field(default=None, description="""The likelihood or probability or chance of something taking place or occuring""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept', 'domain_of': ['RiskIncident']} })
    hasImpactOn: Optional[str] = Field(default=None, description="""Indicates impact(s) possible or arising as consequences from specified concept""", json_schema_extra = { "linkml_meta": {'broad_mappings': ['dpv:hasConsequenceOn'],
         'domain': 'RiskConcept',
         'domain_of': ['RiskIncident']} })
    hasConsequence: Optional[str] = Field(default=None, description="""Indicates consequence(s) possible or arising from specified concept""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept', 'domain_of': ['RiskIncident']} })
    hasImpact: Optional[str] = Field(default=None, description="""Indicates impact(s) possible or arising as consequences from specified concept""", json_schema_extra = { "linkml_meta": {'broad_mappings': ['dpv:hasConsequence'],
         'domain': 'RiskConcept',
         'domain_of': ['RiskIncident']} })
    hasVariant: Optional[str] = Field(default=None, description="""Indicates an incident that shares the same causative factors, produces similar harms, and involves the same intelligent systems as a known AI incident.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskIncident', 'domain_of': ['RiskIncident']} })
    author: Optional[str] = Field(default=None, description="""The author or authors of the incident report""", json_schema_extra = { "linkml_meta": {'domain_of': ['Documentation', 'RiskIncident']} })
    source_uri: Optional[str] = Field(default=None, description="""The uri of the incident""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskIncident']} })
    isDetectedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is detected by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'detectsRiskConcept'} })
    isMitigatedBy: Optional[list[str]] = Field(default=None, description="""A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control.""", json_schema_extra = { "linkml_meta": {'domain': 'RiskConcept',
         'domain_of': ['RiskConcept'],
         'inverse': 'mitigatesRiskConcept'} })
    isUsedWithinLocality: Optional[list[str]] = Field(default=None, description="""Specifies the domain an AI system is used within.""", json_schema_extra = { "linkml_meta": {'domain_of': ['RiskConcept', 'AiSystem'],
         'slot_uri': 'airo:isUsedWithinLocality'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasJurisdiction: Optional[list[Union[Jurisdiction, SubnationalJurisdiction, SupraNationalJurisdiction]]] = Field(default=None, description="""The legal or regulatory jurisdiction(s) applicable to an AI system, policy, risk, or obligation, expressed as an ISO 3166-1 alpha-2 country code (e.g. US), an ISO 3166-2 subdivision code (e.g. US-CA), a supra-national union (e.g. EU, EEA), or International. Values are listed in jurisdictions.yaml from the DPV Location vocabulary. Aligns with dpv:hasJurisdiction.""", json_schema_extra = { "linkml_meta": {'any_of': [{'range': 'Jurisdiction'},
                    {'range': 'SupraNationalJurisdiction'},
                    {'range': 'SubnationalJurisdiction'}],
         'domain_of': ['Documentation', 'Concept'],
         'see_also': ['https://w3id.org/dpv#hasJurisdiction'],
         'slot_uri': 'dpv:hasJurisdiction'} })
    type: Literal["RiskIncident"] = Field(default="RiskIncident", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })

RiskTaxonomy

Bases: Taxonomy

A taxonomy of AI system related risks

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class RiskTaxonomy(Taxonomy):
    """
    A taxonomy of AI system related risks
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_risk'})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["RiskTaxonomy"] = Field(default="RiskTaxonomy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Rule

Bases: Entity

A rule describing a process or control that directs or determines if and how an activity should be conducted.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Rule(Entity):
    """
    A rule describing a process or control that directs or determines if and how an activity should be conducted.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'dpv:Rule',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    type: Literal["Rule"] = Field(default="Rule", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ScoreDetails

Bases: Entity

Details about evaluation scores

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ScoreDetails(Entity):
    """
    Details about evaluation scores
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:scoredetails',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    score: Optional[float] = Field(default=None, description="""The evaluation score""", json_schema_extra = { "linkml_meta": {'domain_of': ['ScoreDetails']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

SourceData

Bases: Entity

Information about the data source used in evaluation

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class SourceData(Entity):
    """
    Information about the data source used in evaluation
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:sourcedata',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    dataset_name: Optional[str] = Field(default=None, description="""Name of the dataset""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceData']} })
    source_type: Optional[str] = Field(default=None, description="""Type of data source (e.g., hf_dataset)""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata', 'SourceData']} })
    hf_repo: Optional[str] = Field(default=None, description="""HuggingFace repository""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceData']} })
    hf_split: Optional[str] = Field(default=None, description="""HuggingFace dataset split""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceData']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

SourceMetadata

Bases: Entity

Metadata about the source of an evaluation

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class SourceMetadata(Entity):
    """
    Metadata about the source of an evaluation
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:sourcemetadata',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval'})

    source_name: Optional[str] = Field(default=None, description="""Name of the evaluation source""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata']} })
    source_type: Optional[str] = Field(default=None, description="""Type of source (e.g., evaluation_run)""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata', 'SourceData']} })
    source_organization_name: Optional[str] = Field(default=None, description="""Organization that provided the evaluation""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata']} })
    source_organization_url: Optional[str] = Field(default=None, description="""URL of the source organization""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata']} })
    evaluator_relationship: Optional[str] = Field(default=None, description="""Relationship of evaluator (e.g., first_party, third_party)""", json_schema_extra = { "linkml_meta": {'domain_of': ['SourceMetadata']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Stakeholder

Bases: Entity

Represents any individual, group or organization that can affect, be affected by or perceive itself to be affected by a decision or activity.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Stakeholder(Entity):
    """
    Represents any individual, group or organization that can affect, be affected by or perceive itself to be affected by a decision or activity.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'airo:Stakeholder',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system',
         'slot_usage': {'isPartOf': {'description': 'A relationship where a '
                                                    'stakeholder is part of a '
                                                    'stakeholder group',
                                     'name': 'isPartOf',
                                     'range': 'StakeholderGroup'}}})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where a stakeholder is part of a stakeholder group""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

StakeholderGroup

Bases: Group

An AI system stakeholder grouping.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class StakeholderGroup(Group):
    """
    An AI system stakeholder grouping.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_system'})

    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasPart: Optional[list[str]] = Field(default=None, description="""A relationship where an entity has another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group',
                       'RiskControlGroup',
                       'RiskGroup',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup'],
         'slot_uri': 'skos:member'} })
    belongsToDomain: Optional[Any] = Field(default=None, description="""A relationship where a group belongs to a domain""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group', 'CapabilityGroup'], 'slot_uri': 'schema:isPartOf'} })
    type: Literal["StakeholderGroup"] = Field(default="StakeholderGroup", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement'],
         'ifabsent': 'string(Group)'} })
    narrower: Optional[list[str]] = Field(default=None, description="""Related concepts that are narrower in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    broader: Optional[list[str]] = Field(default=None, description="""Related concepts that are broader in scope or hierarchy.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Group'], 'slot_uri': 'skos:narrower'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

SubnationalJurisdiction

Bases: str, Enum

Subnational or regional jurisdiction as an ISO 3166-2 subdivision code (e.g. US-CA for California, CA-QC for Quebec), from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:Region.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class SubnationalJurisdiction(str, Enum):
    """
    Subnational or regional jurisdiction as an ISO 3166-2 subdivision code (e.g. US-CA for California, CA-QC for Quebec), from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:Region.
    """
    AD_02 = "AD-02"
    """
    Canillo (parish)
    """
    AD_03 = "AD-03"
    """
    Encamp (parish)
    """
    AD_04 = "AD-04"
    """
    La Massana (parish)
    """
    AD_05 = "AD-05"
    """
    Ordino (parish)
    """
    AD_06 = "AD-06"
    """
    Sant Julià de Lòria (parish)
    """
    AD_07 = "AD-07"
    """
    Andorra la Vella
    """
    AD_08 = "AD-08"
    """
    Escaldes-Engordany
    """
    AE_AJ = "AE-AJ"
    """
    Emirate of Ajman
    """
    AE_AZ = "AE-AZ"
    """
    Emirate of Abu Dhabi
    """
    AE_DU = "AE-DU"
    """
    Emirate of Dubai
    """
    AE_FU = "AE-FU"
    """
    Emirate of Fujairah
    """
    AE_RK = "AE-RK"
    """
    Ras al-Khaimah
    """
    AE_SH = "AE-SH"
    """
    Emirate of Sharjah
    """
    AE_UQ = "AE-UQ"
    """
    Emirate of Umm al-Quwain
    """
    AF_BAL = "AF-BAL"
    """
    Balkh Province
    """
    AF_BAM = "AF-BAM"
    """
    Bamyan Province
    """
    AF_BDG = "AF-BDG"
    """
    Badghis Province
    """
    AF_BDS = "AF-BDS"
    """
    Badakhshan Province
    """
    AF_BGL = "AF-BGL"
    """
    Baghlan Province
    """
    AF_DAY = "AF-DAY"
    """
    Daykundi Province
    """
    AF_FRA = "AF-FRA"
    """
    Farah Province
    """
    AF_FYB = "AF-FYB"
    """
    Faryab Province
    """
    AF_GHA = "AF-GHA"
    """
    Ghazni Province
    """
    AF_GHO = "AF-GHO"
    """
    Ghor Province
    """
    AF_HEL = "AF-HEL"
    """
    Helmand Province
    """
    AF_HER = "AF-HER"
    """
    Herat Province
    """
    AF_JOW = "AF-JOW"
    """
    Jowzjan Province
    """
    AF_KAB = "AF-KAB"
    """
    Kabul Province
    """
    AF_KAN = "AF-KAN"
    """
    Kandahar Province
    """
    AF_KAP = "AF-KAP"
    """
    Kapisa Province
    """
    AF_KDZ = "AF-KDZ"
    """
    Kunduz Province
    """
    AF_KHO = "AF-KHO"
    """
    Khost Province
    """
    AF_KNR = "AF-KNR"
    """
    Kunar Province
    """
    AF_LAG = "AF-LAG"
    """
    Laghman Province
    """
    AF_LOG = "AF-LOG"
    """
    Logar Province
    """
    AF_NAN = "AF-NAN"
    """
    Nangarhar Province
    """
    AF_NIM = "AF-NIM"
    """
    Nimroz Province
    """
    AF_NUR = "AF-NUR"
    """
    Nuristan Province
    """
    AF_PAN = "AF-PAN"
    """
    Panjshir Province
    """
    AF_PAR = "AF-PAR"
    """
    Parwan Province
    """
    AF_PIA = "AF-PIA"
    """
    Paktia Province
    """
    AF_PKA = "AF-PKA"
    """
    Paktika Province
    """
    AF_SAM = "AF-SAM"
    """
    Samangan Province
    """
    AF_SAR = "AF-SAR"
    """
    Sar-e Pol Province
    """
    AF_TAK = "AF-TAK"
    """
    Takhar Province
    """
    AF_URU = "AF-URU"
    """
    Urozgan Province
    """
    AF_WAR = "AF-WAR"
    """
    Wardak Province
    """
    AF_ZAB = "AF-ZAB"
    """
    Zabul Province
    """
    AG_03 = "AG-03"
    """
    Saint George Parish, Antigua and Barbuda
    """
    AG_04 = "AG-04"
    """
    Saint John Parish, Antigua and Barbuda
    """
    AG_05 = "AG-05"
    """
    Saint Mary Parish, Antigua and Barbuda
    """
    AG_06 = "AG-06"
    """
    Saint Paul Parish, Antigua and Barbuda
    """
    AG_07 = "AG-07"
    """
    Saint Peter Parish, Antigua and Barbuda
    """
    AG_08 = "AG-08"
    """
    Saint Philip, Antigua and Barbuda
    """
    AG_10 = "AG-10"
    """
    Barbuda
    """
    AG_11 = "AG-11"
    """
    Redonda
    """
    AL_01 = "AL-01"
    """
    Berat County
    """
    AL_02 = "AL-02"
    """
    Durrës County
    """
    AL_03 = "AL-03"
    """
    Elbasan County
    """
    AL_04 = "AL-04"
    """
    Fier County
    """
    AL_05 = "AL-05"
    """
    Gjirokastër County
    """
    AL_06 = "AL-06"
    """
    Korçë County
    """
    AL_07 = "AL-07"
    """
    Kukës County
    """
    AL_08 = "AL-08"
    """
    Lezhë County
    """
    AL_09 = "AL-09"
    """
    Dibër County
    """
    AL_10 = "AL-10"
    """
    Shkodër County
    """
    AL_11 = "AL-11"
    """
    Tiranë County
    """
    AL_12 = "AL-12"
    """
    Vlorë County
    """
    AL_EL = "AL-EL"
    """
    Elbasan
    """
    AL_FR = "AL-FR"
    """
    Fier
    """
    AL_GJ = "AL-GJ"
    """
    Gjirokastër
    """
    AL_HA = "AL-HA"
    """
    Has District
    """
    AL_KA = "AL-KA"
    """
    Kavajë District
    """
    AL_KC = "AL-KC"
    """
    Kuçovë District
    """
    AL_KR = "AL-KR"
    """
    Krujë
    """
    AL_KU = "AL-KU"
    """
    Kukës District
    """
    AL_LB = "AL-LB"
    """
    Librazhd
    """
    AL_LU = "AL-LU"
    """
    Lushnjë
    """
    AL_MR = "AL-MR"
    """
    Mirditë
    """
    AL_MT = "AL-MT"
    """
    Mat District
    """
    AL_PG = "AL-PG"
    """
    Pogradec
    """
    AL_PR = "AL-PR"
    """
    Përmet District
    """
    AL_SH = "AL-SH"
    """
    Shkodër District
    """
    AL_SK = "AL-SK"
    """
    Skrapar District
    """
    AL_SR = "AL-SR"
    """
    Sarandë
    """
    AL_TE = "AL-TE"
    """
    Tepelenë District
    """
    AL_TP = "AL-TP"
    """
    Tropojë District
    """
    AM_AG = "AM-AG"
    """
    Aragatsotn Province
    """
    AM_AR = "AM-AR"
    """
    Ararat Province
    """
    AM_AV = "AM-AV"
    """
    Armavir Province
    """
    AM_ER = "AM-ER"
    """
    Yerevan
    """
    AM_GR = "AM-GR"
    """
    Gegharkunik Province
    """
    AM_KT = "AM-KT"
    """
    Kotayk Province
    """
    AM_LO = "AM-LO"
    """
    Lori Province
    """
    AM_SH = "AM-SH"
    """
    Shirak Province
    """
    AM_SU = "AM-SU"
    """
    Syunik Province
    """
    AM_TV = "AM-TV"
    """
    Tavush Province
    """
    AM_VD = "AM-VD"
    """
    Vayots Dzor Province
    """
    AO_BGO = "AO-BGO"
    """
    Bengo Province
    """
    AO_BGU = "AO-BGU"
    """
    Benguela Province
    """
    AO_BIE = "AO-BIE"
    """
    Bié Province
    """
    AO_CAB = "AO-CAB"
    """
    Cabinda
    """
    AO_CCU = "AO-CCU"
    """
    Cuando Cubango Province
    """
    AO_CNN = "AO-CNN"
    """
    Cunene Province
    """
    AO_CNO = "AO-CNO"
    """
    Cuanza Norte Province
    """
    AO_CUS = "AO-CUS"
    """
    Cuanza Sul Province
    """
    AO_HUA = "AO-HUA"
    """
    Huambo Province
    """
    AO_HUI = "AO-HUI"
    """
    Huila Province
    """
    AO_LNO = "AO-LNO"
    """
    Lunda Norte Province
    """
    AO_LSU = "AO-LSU"
    """
    Lunda Sul Province
    """
    AO_LUA = "AO-LUA"
    """
    Luanda Province
    """
    AO_MAL = "AO-MAL"
    """
    Malanje Province
    """
    AO_MOX = "AO-MOX"
    """
    Moxico Province
    """
    AO_NAM = "AO-NAM"
    """
    Namibe Province
    """
    AO_UIG = "AO-UIG"
    """
    Uíge Province
    """
    AO_ZAI = "AO-ZAI"
    """
    Zaire Province
    """
    AR_A = "AR-A"
    """
    Salta Province
    """
    AR_B = "AR-B"
    """
    Buenos Aires Province
    """
    AR_C = "AR-C"
    """
    Buenos Aires
    """
    AR_D = "AR-D"
    """
    San Luis Province
    """
    AR_E = "AR-E"
    """
    Entre Ríos Province
    """
    AR_F = "AR-F"
    """
    La Rioja Province, Argentina
    """
    AR_G = "AR-G"
    """
    Santiago del Estero Province
    """
    AR_H = "AR-H"
    """
    Chaco Province
    """
    AR_J = "AR-J"
    """
    San Juan Province
    """
    AR_K = "AR-K"
    """
    Catamarca Province
    """
    AR_L = "AR-L"
    """
    La Pampa Province
    """
    AR_M = "AR-M"
    """
    Mendoza Province
    """
    AR_N = "AR-N"
    """
    Misiones Province
    """
    AR_P = "AR-P"
    """
    Formosa Province
    """
    AR_Q = "AR-Q"
    """
    Neuquén Province
    """
    AR_R = "AR-R"
    """
    Río Negro Province
    """
    AR_S = "AR-S"
    """
    Santa Fe Province
    """
    AR_T = "AR-T"
    """
    Tucumán Province
    """
    AR_U = "AR-U"
    """
    Chubut Province
    """
    AR_V = "AR-V"
    """
    Tierra del Fuego, Antártida e Islas del Atlántico Sur Province
    """
    AR_W = "AR-W"
    """
    Corrientes Province
    """
    AR_X = "AR-X"
    """
    Córdoba Province, Argentina
    """
    AR_Y = "AR-Y"
    """
    Jujuy Province
    """
    AR_Z = "AR-Z"
    """
    Santa Cruz Province
    """
    AT_1 = "AT-1"
    """
    Burgenland
    """
    AT_2 = "AT-2"
    """
    Carinthia
    """
    AT_3 = "AT-3"
    """
    Lower Austria
    """
    AT_4 = "AT-4"
    """
    Upper Austria
    """
    AT_5 = "AT-5"
    """
    Salzburg (state)
    """
    AT_6 = "AT-6"
    """
    Styria
    """
    AT_7 = "AT-7"
    """
    Tyrol (state)
    """
    AT_8 = "AT-8"
    """
    Vorarlberg
    """
    AT_9 = "AT-9"
    """
    Vienna
    """
    AU_ACT = "AU-ACT"
    """
    Australian Capital Territory
    """
    AU_NSW = "AU-NSW"
    """
    New South Wales
    """
    AU_NT = "AU-NT"
    """
    Northern Territory
    """
    AU_QLD = "AU-QLD"
    """
    Queensland
    """
    AU_SA = "AU-SA"
    """
    South Australia
    """
    AU_TAS = "AU-TAS"
    """
    Tasmania
    """
    AU_VIC = "AU-VIC"
    """
    Victoria, Australia
    """
    AU_WA = "AU-WA"
    """
    Western Australia
    """
    AZ_ABS = "AZ-ABS"
    """
    Abşeron Rayon
    """
    AZ_AGA = "AZ-AGA"
    """
    Ağstafa Rayon
    """
    AZ_AGC = "AZ-AGC"
    """
    Ağcabədi Rayon
    """
    AZ_AGM = "AZ-AGM"
    """
    Ağdam Rayon
    """
    AZ_AGS = "AZ-AGS"
    """
    Ağdaş Rayon
    """
    AZ_AGU = "AZ-AGU"
    """
    Ağsu Rayon
    """
    AZ_AST = "AZ-AST"
    """
    Astara Rayon
    """
    AZ_BA = "AZ-BA"
    """
    Baku
    """
    AZ_BAB = "AZ-BAB"
    """
    Babək Rayon
    """
    AZ_BAL = "AZ-BAL"
    """
    Balakən Rayon
    """
    AZ_BAR = "AZ-BAR"
    """
    Bərdə Rayon
    """
    AZ_BEY = "AZ-BEY"
    """
    Beyləqan Rayon
    """
    AZ_BIL = "AZ-BIL"
    """
    Biləsuvar Rayon
    """
    AZ_CAB = "AZ-CAB"
    """
    Cəbrayıl Rayon
    """
    AZ_CAL = "AZ-CAL"
    """
    Cəlilabad Rayon
    """
    AZ_CUL = "AZ-CUL"
    """
    Culfa Rayon
    """
    AZ_DAS = "AZ-DAS"
    """
    Daşkəsən Rayon
    """
    AZ_FUZ = "AZ-FUZ"
    """
    Füzuli Rayon
    """
    AZ_GA = "AZ-GA"
    """
    Gəncə
    """
    AZ_GAD = "AZ-GAD"
    """
    Gədəbəy Rayon
    """
    AZ_GOR = "AZ-GOR"
    """
    Goranboy Rayon
    """
    AZ_GOY = "AZ-GOY"
    """
    Göyçay Rayon
    """
    AZ_GYG = "AZ-GYG"
    """
    Göygöl Rayon
    """
    AZ_HAC = "AZ-HAC"
    """
    Hacıqabul Rayon
    """
    AZ_IMI = "AZ-IMI"
    """
    İmişli Rayon
    """
    AZ_ISM = "AZ-ISM"
    """
    İsmayıllı Rayon
    """
    AZ_KAL = "AZ-KAL"
    """
    Kəlbəcər Rayon
    """
    AZ_KAN = "AZ-KAN"
    """
    Kəngərli Rayon
    """
    AZ_KUR = "AZ-KUR"
    """
    Kürdəmir Rayon
    """
    AZ_LA = "AZ-LA"
    """
    Lənkəran
    """
    AZ_LAC = "AZ-LAC"
    """
    Laçın Rayon
    """
    AZ_LAN = "AZ-LAN"
    """
    Lənkəran Rayon
    """
    AZ_LER = "AZ-LER"
    """
    Lerik Rayon
    """
    AZ_MAS = "AZ-MAS"
    """
    Masallı Rayon
    """
    AZ_MI = "AZ-MI"
    """
    Mingəçevir
    """
    AZ_NEF = "AZ-NEF"
    """
    Neftçala Rayon
    """
    AZ_NV = "AZ-NV"
    """
    Nakhchivan (city)
    """
    AZ_NX = "AZ-NX"
    """
    Nakhchivan Autonomous Republic
    """
    AZ_OGU = "AZ-OGU"
    """
    Oğuz Rayon
    """
    AZ_ORD = "AZ-ORD"
    """
    Ordubad Rayon
    """
    AZ_QAB = "AZ-QAB"
    """
    Qəbələ Rayon
    """
    AZ_QAX = "AZ-QAX"
    """
    Qax Rayon
    """
    AZ_QAZ = "AZ-QAZ"
    """
    Qazax Rayon
    """
    AZ_QBA = "AZ-QBA"
    """
    Quba Rayon
    """
    AZ_QBI = "AZ-QBI"
    """
    Qubadlı Rayon
    """
    AZ_QOB = "AZ-QOB"
    """
    Qobustan Rayon
    """
    AZ_QUS = "AZ-QUS"
    """
    Qusar Rayon
    """
    AZ_SA = "AZ-SA"
    """
    Şəki (city)
    """
    AZ_SAB = "AZ-SAB"
    """
    Sabirabad
    """
    AZ_SAD = "AZ-SAD"
    """
    Sədərək Rayon
    """
    AZ_SAH = "AZ-SAH"
    """
    Şahbuz Rayon
    """
    AZ_SAK = "AZ-SAK"
    """
    Şəki Rayon
    """
    AZ_SAL = "AZ-SAL"
    """
    Salyan Rayon
    """
    AZ_SAR = "AZ-SAR"
    """
    Şərur Rayon
    """
    AZ_SAT = "AZ-SAT"
    """
    Saatlı Rayon
    """
    AZ_SBN = "AZ-SBN"
    """
    Şabran Rayon
    """
    AZ_SIY = "AZ-SIY"
    """
    Siyəzən Rayon
    """
    AZ_SKR = "AZ-SKR"
    """
    Şəmkir Rayon
    """
    AZ_SM = "AZ-SM"
    """
    Sumqayıt
    """
    AZ_SMI = "AZ-SMI"
    """
    Şamaxı Rayon
    """
    AZ_SMX = "AZ-SMX"
    """
    Samux Rayon
    """
    AZ_SR = "AZ-SR"
    """
    Şirvan (city)
    """
    AZ_SUS = "AZ-SUS"
    """
    Şuşa Rayon
    """
    AZ_TAR = "AZ-TAR"
    """
    Tərtər Rayon
    """
    AZ_TOV = "AZ-TOV"
    """
    Tovuz
    """
    AZ_UCA = "AZ-UCA"
    """
    Ucar Rayon
    """
    AZ_XA = "AZ-XA"
    """
    Stepanakert
    """
    AZ_XAC = "AZ-XAC"
    """
    Xaçmaz Rayon
    """
    AZ_XCI = "AZ-XCI"
    """
    Xocalı Rayon
    """
    AZ_XIZ = "AZ-XIZ"
    """
    Xızı Rayon
    """
    AZ_XVD = "AZ-XVD"
    """
    Xocavənd Rayon
    """
    AZ_YAR = "AZ-YAR"
    """
    Yardımlı Rayon
    """
    AZ_YE = "AZ-YE"
    """
    Yevlax
    """
    AZ_YEV = "AZ-YEV"
    """
    Yevlax Rayon
    """
    AZ_ZAN = "AZ-ZAN"
    """
    Zəngilan Rayon
    """
    AZ_ZAQ = "AZ-ZAQ"
    """
    Zaqatala Rayon
    """
    AZ_ZAR = "AZ-ZAR"
    """
    Zərdab Rayon
    """
    BA_01 = "BA-01"
    """
    Una-Sana Canton
    """
    BA_02 = "BA-02"
    """
    Posavina Canton
    """
    BA_03 = "BA-03"
    """
    Tuzla Canton
    """
    BA_04 = "BA-04"
    """
    Zenica-Doboj Canton
    """
    BA_05 = "BA-05"
    """
    Bosnian-Podrinje Canton
    """
    BA_06 = "BA-06"
    """
    Central Bosnia Canton
    """
    BA_07 = "BA-07"
    """
    Herzegovina-Neretva Canton
    """
    BA_08 = "BA-08"
    """
    West Herzegovina Canton
    """
    BA_09 = "BA-09"
    """
    Sarajevo Canton
    """
    BA_10 = "BA-10"
    """
    Canton 10
    """
    BA_BIH = "BA-BIH"
    """
    Federation of Bosnia and Herzegovina
    """
    BA_BRC = "BA-BRC"
    """
    Brčko District
    """
    BA_SRP = "BA-SRP"
    """
    Republika Srpska
    """
    BB_01 = "BB-01"
    """
    Christ Church, Barbados
    """
    BB_02 = "BB-02"
    """
    Saint Andrew, Barbados
    """
    BB_03 = "BB-03"
    """
    Saint George, Barbados
    """
    BB_04 = "BB-04"
    """
    Saint James, Barbados
    """
    BB_05 = "BB-05"
    """
    Saint John, Barbados
    """
    BB_06 = "BB-06"
    """
    Saint Joseph, Barbados
    """
    BB_07 = "BB-07"
    """
    Saint Lucy, Barbados
    """
    BB_08 = "BB-08"
    """
    Saint Michael, Barbados
    """
    BB_09 = "BB-09"
    """
    Saint Peter, Barbados
    """
    BB_10 = "BB-10"
    """
    Saint Philip, Barbados
    """
    BB_11 = "BB-11"
    """
    Saint Thomas, Barbados
    """
    BD_01 = "BD-01"
    """
    Bandarban District
    """
    BD_02 = "BD-02"
    """
    Barguna District
    """
    BD_03 = "BD-03"
    """
    Bogura District
    """
    BD_04 = "BD-04"
    """
    Brahmanbaria District
    """
    BD_05 = "BD-05"
    """
    Bagerhat District
    """
    BD_06 = "BD-06"
    """
    Barishal District
    """
    BD_07 = "BD-07"
    """
    Bhola District
    """
    BD_08 = "BD-08"
    """
    Cumilla District
    """
    BD_09 = "BD-09"
    """
    Chandpur District
    """
    BD_10 = "BD-10"
    """
    Chattogram District
    """
    BD_11 = "BD-11"
    """
    Cox's Bazar District
    """
    BD_12 = "BD-12"
    """
    Chuadanga District
    """
    BD_13 = "BD-13"
    """
    Dhaka District
    """
    BD_14 = "BD-14"
    """
    Dinajpur District
    """
    BD_15 = "BD-15"
    """
    Faridpur District
    """
    BD_16 = "BD-16"
    """
    Feni District
    """
    BD_17 = "BD-17"
    """
    Gopalganj District
    """
    BD_18 = "BD-18"
    """
    Gazipur District
    """
    BD_19 = "BD-19"
    """
    Gaibandha District
    """
    BD_20 = "BD-20"
    """
    Habiganj District
    """
    BD_21 = "BD-21"
    """
    Jamalpur District
    """
    BD_23 = "BD-23"
    """
    Jhenaidah District
    """
    BD_24 = "BD-24"
    """
    Joypurhat District
    """
    BD_25 = "BD-25"
    """
    Jhalokati District
    """
    BD_26 = "BD-26"
    """
    Kishoreganj District
    """
    BD_27 = "BD-27"
    """
    Khulna District
    """
    BD_28 = "BD-28"
    """
    Kurigram District
    """
    BD_29 = "BD-29"
    """
    Khagrachhari District
    """
    BD_30 = "BD-30"
    """
    Kushtia District
    """
    BD_31 = "BD-31"
    """
    Lakshmipur District
    """
    BD_32 = "BD-32"
    """
    Lalmonirhat District
    """
    BD_33 = "BD-33"
    """
    Manikganj District
    """
    BD_34 = "BD-34"
    """
    Mymensingh District
    """
    BD_35 = "BD-35"
    """
    Munshiganj District
    """
    BD_36 = "BD-36"
    """
    Madaripur District
    """
    BD_37 = "BD-37"
    """
    Magura District
    """
    BD_38 = "BD-38"
    """
    Moulvibazar District
    """
    BD_39 = "BD-39"
    """
    Meherpur District
    """
    BD_40 = "BD-40"
    """
    Narayanganj District
    """
    BD_41 = "BD-41"
    """
    Netrokona District
    """
    BD_42 = "BD-42"
    """
    Narsingdi District
    """
    BD_43 = "BD-43"
    """
    Narail District
    """
    BD_44 = "BD-44"
    """
    Natore District
    """
    BD_45 = "BD-45"
    """
    Chapai Nawabganj District
    """
    BD_46 = "BD-46"
    """
    Nilphamari District
    """
    BD_47 = "BD-47"
    """
    Noakhali District
    """
    BD_48 = "BD-48"
    """
    Naogaon District
    """
    BD_49 = "BD-49"
    """
    Pabna District
    """
    BD_50 = "BD-50"
    """
    Pirojpur District
    """
    BD_51 = "BD-51"
    """
    Patuakhali District
    """
    BD_52 = "BD-52"
    """
    Panchagarh District
    """
    BD_53 = "BD-53"
    """
    Rajbari District
    """
    BD_54 = "BD-54"
    """
    Rajshahi
    """
    BD_55 = "BD-55"
    """
    Rangpur District
    """
    BD_56 = "BD-56"
    """
    Rangamati District
    """
    BD_57 = "BD-57"
    """
    Sherpur District
    """
    BD_58 = "BD-58"
    """
    Satkhira District
    """
    BD_59 = "BD-59"
    """
    Sirajganj District
    """
    BD_60 = "BD-60"
    """
    Sylhet District
    """
    BD_61 = "BD-61"
    """
    Sunamganj District
    """
    BD_62 = "BD-62"
    """
    Shariatpur District
    """
    BD_63 = "BD-63"
    """
    Tangail District
    """
    BD_64 = "BD-64"
    """
    Thakurgaon District
    """
    BD_A = "BD-A"
    """
    Barishal Division
    """
    BD_B = "BD-B"
    """
    Chattogram Division
    """
    BD_C = "BD-C"
    """
    Dhaka Division
    """
    BD_D = "BD-D"
    """
    Khulna Division
    """
    BD_E = "BD-E"
    """
    Rajshahi Division
    """
    BD_F = "BD-F"
    """
    Rangpur Division
    """
    BD_G = "BD-G"
    """
    Sylhet Division
    """
    BD_H = "BD-H"
    """
    Mymensingh Division
    """
    BE_BRU = "BE-BRU"
    """
    Brussels-Capital Region
    """
    BE_VAN = "BE-VAN"
    """
    Antwerp (province)
    """
    BE_VBR = "BE-VBR"
    """
    Flemish Brabant
    """
    BE_VLI = "BE-VLI"
    """
    Limburg (Belgium)
    """
    BE_VOV = "BE-VOV"
    """
    East Flanders
    """
    BE_VWV = "BE-VWV"
    """
    West Flanders
    """
    BE_WAL = "BE-WAL"
    """
    Wallonia
    """
    BE_WBR = "BE-WBR"
    """
    Walloon Brabant
    """
    BE_WHT = "BE-WHT"
    """
    Hainaut
    """
    BE_WLG = "BE-WLG"
    """
    Liège (province)
    """
    BE_WLX = "BE-WLX"
    """
    Luxembourg (province)
    """
    BE_WNA = "BE-WNA"
    """
    Namur (province)
    """
    BF_01 = "BF-01"
    """
    Boucle du Mouhoun
    """
    BF_02 = "BF-02"
    """
    Cascades (Burkina Faso)
    """
    BF_03 = "BF-03"
    """
    Centre (Burkina Faso)
    """
    BF_04 = "BF-04"
    """
    Centre-Est (Burkina Faso)
    """
    BF_05 = "BF-05"
    """
    Centre-Nord (Burkina Faso)
    """
    BF_06 = "BF-06"
    """
    Centre-Ouest (Burkina Faso)
    """
    BF_07 = "BF-07"
    """
    Centre-Sud (Burkina Faso)
    """
    BF_08 = "BF-08"
    """
    Est (Burkina Faso)
    """
    BF_09 = "BF-09"
    """
    Hauts-Bassins
    """
    BF_10 = "BF-10"
    """
    Nord (Burkina Faso)
    """
    BF_11 = "BF-11"
    """
    Plateau-Central
    """
    BF_12 = "BF-12"
    """
    Sahel (Burkina Faso)
    """
    BF_13 = "BF-13"
    """
    Sud-Ouest (Burkina Faso)
    """
    BF_BAL = "BF-BAL"
    """
    Balé Province
    """
    BF_BAM = "BF-BAM"
    """
    Bam Province
    """
    BF_BAN = "BF-BAN"
    """
    Banwa Province
    """
    BF_BAZ = "BF-BAZ"
    """
    Bazèga Province
    """
    BF_BGR = "BF-BGR"
    """
    Bougouriba Province
    """
    BF_BLG = "BF-BLG"
    """
    Boulgou Province
    """
    BF_BLK = "BF-BLK"
    """
    Boulkiemdé Province
    """
    BF_COM = "BF-COM"
    """
    Comoé Province
    """
    BF_GAN = "BF-GAN"
    """
    Ganzourgou Province
    """
    BF_GNA = "BF-GNA"
    """
    Gnagna Province
    """
    BF_GOU = "BF-GOU"
    """
    Gourma Province
    """
    BF_HOU = "BF-HOU"
    """
    Houet Province
    """
    BF_IOB = "BF-IOB"
    """
    Ioba Province
    """
    BF_KAD = "BF-KAD"
    """
    Kadiogo Province
    """
    BF_KEN = "BF-KEN"
    """
    Kénédougou Province
    """
    BF_KMD = "BF-KMD"
    """
    Komondjari Province
    """
    BF_KMP = "BF-KMP"
    """
    Kompienga Province
    """
    BF_KOP = "BF-KOP"
    """
    Koulpélogo Province
    """
    BF_KOS = "BF-KOS"
    """
    Kossi Province
    """
    BF_KOT = "BF-KOT"
    """
    Kouritenga Province
    """
    BF_KOW = "BF-KOW"
    """
    Kourwéogo Province
    """
    BF_LER = "BF-LER"
    """
    Léraba Province
    """
    BF_LOR = "BF-LOR"
    """
    Loroum Province
    """
    BF_MOU = "BF-MOU"
    """
    Mouhoun Province
    """
    BF_NAM = "BF-NAM"
    """
    Namentenga Province
    """
    BF_NAO = "BF-NAO"
    """
    Nahouri Province
    """
    BF_NAY = "BF-NAY"
    """
    Nayala Province
    """
    BF_NOU = "BF-NOU"
    """
    Noumbiel Province
    """
    BF_OUB = "BF-OUB"
    """
    Oubritenga Province
    """
    BF_OUD = "BF-OUD"
    """
    Oudalan Province
    """
    BF_PAS = "BF-PAS"
    """
    Passoré Province
    """
    BF_PON = "BF-PON"
    """
    Poni Province
    """
    BF_SEN = "BF-SEN"
    """
    Séno Province
    """
    BF_SIS = "BF-SIS"
    """
    Sissili Province
    """
    BF_SMT = "BF-SMT"
    """
    Sanmatenga Province
    """
    BF_SNG = "BF-SNG"
    """
    Sanguié Province
    """
    BF_SOM = "BF-SOM"
    """
    Soum Province
    """
    BF_SOR = "BF-SOR"
    """
    Sourou Province
    """
    BF_TAP = "BF-TAP"
    """
    Tapoa Province
    """
    BF_TUI = "BF-TUI"
    """
    Tuy Province
    """
    BF_YAG = "BF-YAG"
    """
    Yagha Province
    """
    BF_YAT = "BF-YAT"
    """
    Yatenga Province
    """
    BF_ZIR = "BF-ZIR"
    """
    Ziro Province
    """
    BF_ZON = "BF-ZON"
    """
    Zondoma Province
    """
    BF_ZOU = "BF-ZOU"
    """
    Zoundwéogo Province
    """
    BG_01 = "BG-01"
    """
    Blagoevgrad Province
    """
    BG_02 = "BG-02"
    """
    Burgas Province
    """
    BG_03 = "BG-03"
    """
    Varna Province
    """
    BG_04 = "BG-04"
    """
    Veliko Tarnovo Province
    """
    BG_05 = "BG-05"
    """
    Vidin Province
    """
    BG_06 = "BG-06"
    """
    Vratsa Province
    """
    BG_07 = "BG-07"
    """
    Gabrovo Province
    """
    BG_08 = "BG-08"
    """
    Dobrich Province
    """
    BG_09 = "BG-09"
    """
    Kardzhali Province
    """
    BG_10 = "BG-10"
    """
    Kyustendil Province
    """
    BG_11 = "BG-11"
    """
    Lovech Province
    """
    BG_12 = "BG-12"
    """
    Montana Province
    """
    BG_13 = "BG-13"
    """
    Pazardzhik Province
    """
    BG_14 = "BG-14"
    """
    Pernik Province
    """
    BG_15 = "BG-15"
    """
    Pleven Province
    """
    BG_16 = "BG-16"
    """
    Plovdiv Province
    """
    BG_17 = "BG-17"
    """
    Razgrad Province
    """
    BG_18 = "BG-18"
    """
    Ruse Province
    """
    BG_19 = "BG-19"
    """
    Silistra Province
    """
    BG_20 = "BG-20"
    """
    Sliven Province
    """
    BG_21 = "BG-21"
    """
    Smolyan Province
    """
    BG_22 = "BG-22"
    """
    Sofia City Province
    """
    BG_23 = "BG-23"
    """
    Sofia Province
    """
    BG_24 = "BG-24"
    """
    Stara Zagora Province
    """
    BG_25 = "BG-25"
    """
    Targovishte Province
    """
    BG_26 = "BG-26"
    """
    Haskovo Province
    """
    BG_27 = "BG-27"
    """
    Shumen Province
    """
    BG_28 = "BG-28"
    """
    Yambol Province
    """
    BH_13 = "BH-13"
    """
    Capital Governorate (Bahrain)
    """
    BH_14 = "BH-14"
    """
    Southern Governorate, Bahrain
    """
    BH_17 = "BH-17"
    """
    Northern Governorate, Bahrain
    """
    BI_BB = "BI-BB"
    """
    Bubanza Province
    """
    BI_BM = "BI-BM"
    """
    Bujumbura Mairie
    """
    BI_KI = "BI-KI"
    """
    Kirundo Province
    """
    BI_KR = "BI-KR"
    """
    Karuzi Province
    """
    BJ_AK = "BJ-AK"
    """
    Atakora Department
    """
    BJ_AL = "BJ-AL"
    """
    Alibori Department
    """
    BJ_AQ = "BJ-AQ"
    """
    Atlantique Department
    """
    BJ_BO = "BJ-BO"
    """
    Borgou Department
    """
    BJ_CO = "BJ-CO"
    """
    Collines Department
    """
    BJ_DO = "BJ-DO"
    """
    Donga Department
    """
    BJ_KO = "BJ-KO"
    """
    Couffo Department
    """
    BJ_LI = "BJ-LI"
    """
    Littoral Department
    """
    BJ_MO = "BJ-MO"
    """
    Mono Department
    """
    BJ_OU = "BJ-OU"
    """
    Ouémé Department
    """
    BJ_PL = "BJ-PL"
    """
    Plateau Department
    """
    BJ_ZO = "BJ-ZO"
    """
    Zou Department
    """
    BN_BE = "BN-BE"
    """
    Belait
    """
    BN_BM = "BN-BM"
    """
    Brunei-Muara
    """
    BN_TE = "BN-TE"
    """
    Temburong
    """
    BN_TU = "BN-TU"
    """
    Tutong
    """
    BO_B = "BO-B"
    """
    Beni Department
    """
    BO_C = "BO-C"
    """
    Cochabamba Department
    """
    BO_H = "BO-H"
    """
    Chuquisaca Department
    """
    BO_L = "BO-L"
    """
    La Paz Department, Bolivia
    """
    BO_N = "BO-N"
    """
    Pando Department
    """
    BO_O = "BO-O"
    """
    Oruro Department
    """
    BO_P = "BO-P"
    """
    Potosí Department
    """
    BO_S = "BO-S"
    """
    Santa Cruz Department, Bolivia
    """
    BO_T = "BO-T"
    """
    Tarija Department
    """
    BQ_SE = "BQ-SE"
    """
    Sint Eustatius
    """
    BR_AC = "BR-AC"
    """
    Acre (state)
    """
    BR_AL = "BR-AL"
    """
    Alagoas
    """
    BR_AM = "BR-AM"
    """
    Amazonas (Brazil)
    """
    BR_AP = "BR-AP"
    """
    Amapá
    """
    BR_BA = "BR-BA"
    """
    Bahia
    """
    BR_CE = "BR-CE"
    """
    Ceará
    """
    BR_DF = "BR-DF"
    """
    Distrito Federal (Brazil)
    """
    BR_ES = "BR-ES"
    """
    Espírito Santo
    """
    BR_GO = "BR-GO"
    """
    Goiás
    """
    BR_MA = "BR-MA"
    """
    Maranhão
    """
    BR_MG = "BR-MG"
    """
    Minas Gerais
    """
    BR_MS = "BR-MS"
    """
    Mato Grosso do Sul
    """
    BR_MT = "BR-MT"
    """
    Mato Grosso
    """
    BR_PA = "BR-PA"
    """
    Pará
    """
    BR_PB = "BR-PB"
    """
    Paraíba
    """
    BR_PE = "BR-PE"
    """
    Pernambuco
    """
    BR_PI = "BR-PI"
    """
    Piauí
    """
    BR_PR = "BR-PR"
    """
    Paraná
    """
    BR_RJ = "BR-RJ"
    """
    Rio de Janeiro (state)
    """
    BR_RN = "BR-RN"
    """
    Rio Grande do Norte
    """
    BR_RO = "BR-RO"
    """
    Rondônia
    """
    BR_RR = "BR-RR"
    """
    Roraima
    """
    BR_RS = "BR-RS"
    """
    Rio Grande do Sul
    """
    BR_SC = "BR-SC"
    """
    Santa Catarina
    """
    BR_SE = "BR-SE"
    """
    Sergipe
    """
    BR_SP = "BR-SP"
    """
    São Paulo (state)
    """
    BR_TO = "BR-TO"
    """
    Tocantins
    """
    BS_BI = "BS-BI"
    """
    Bimini Islands
    """
    BS_BY = "BS-BY"
    """
    Berry Islands
    """
    BS_CI = "BS-CI"
    """
    Cat Island
    """
    BS_CK = "BS-CK"
    """
    Crooked Island (Bahamas)
    """
    BS_FP = "BS-FP"
    """
    Freeport, Bahamas
    """
    BS_GT = "BS-GT"
    """
    Green Turtle Cay, Abaco (Bahamas)
    """
    BS_HI = "BS-HI"
    """
    Harbour Island, Bahamas
    """
    BS_HT = "BS-HT"
    """
    Hope Town, Elbow Cay (Bahamas)
    """
    BS_IN = "BS-IN"
    """
    Inagua Islands
    """
    BS_LI = "BS-LI"
    """
    Long Island, Bahamas
    """
    BS_MH = "BS-MH"
    """
    Marsh Harbour, Abaco (Bahamas)
    """
    BS_NS = "BS-NS"
    """
    North Andros
    """
    BS_RI = "BS-RI"
    """
    Ragged Island, Bahamas
    """
    BS_SA = "BS-SA"
    """
    South Andros
    """
    BS_SS = "BS-SS"
    """
    San Salvador Island
    """
    BT_11 = "BT-11"
    """
    Paro District
    """
    BT_12 = "BT-12"
    """
    Chukha District
    """
    BT_13 = "BT-13"
    """
    Haa District
    """
    BT_14 = "BT-14"
    """
    Samtse District
    """
    BT_15 = "BT-15"
    """
    Thimphu District
    """
    BT_21 = "BT-21"
    """
    Tsirang District
    """
    BT_22 = "BT-22"
    """
    Dagana District
    """
    BT_23 = "BT-23"
    """
    Punakha District
    """
    BT_24 = "BT-24"
    """
    Wangdue Phodrang District
    """
    BT_31 = "BT-31"
    """
    Sarpang District
    """
    BT_32 = "BT-32"
    """
    Trongsa District
    """
    BT_33 = "BT-33"
    """
    Bumthang District
    """
    BT_34 = "BT-34"
    """
    Zhemgang District
    """
    BT_41 = "BT-41"
    """
    Trashigang District
    """
    BT_42 = "BT-42"
    """
    Mongar District
    """
    BT_43 = "BT-43"
    """
    Pemagatshel District
    """
    BT_44 = "BT-44"
    """
    Lhuntse District
    """
    BT_45 = "BT-45"
    """
    Samdrup Jongkhar District
    """
    BT_GA = "BT-GA"
    """
    Gasa District
    """
    BT_TY = "BT-TY"
    """
    Trashiyangtse District
    """
    BW_CE = "BW-CE"
    """
    Central District (Botswana)
    """
    BW_FR = "BW-FR"
    """
    Francistown
    """
    BW_GA = "BW-GA"
    """
    Gaborone
    """
    BW_JW = "BW-JW"
    """
    Jwaneng
    """
    BW_KG = "BW-KG"
    """
    Kgalagadi District
    """
    BW_KW = "BW-KW"
    """
    Kweneng District
    """
    BW_LO = "BW-LO"
    """
    Lobatse
    """
    BW_NE = "BW-NE"
    """
    North-East District, Botswana
    """
    BW_NW = "BW-NW"
    """
    North-West District (Botswana)
    """
    BW_SE = "BW-SE"
    """
    South-East District (Botswana)
    """
    BY_BR = "BY-BR"
    """
    Brest Region
    """
    BY_HM = "BY-HM"
    """
    Minsk
    """
    BY_HO = "BY-HO"
    """
    Gomel Region
    """
    BY_HR = "BY-HR"
    """
    Grodno Region
    """
    BY_MA = "BY-MA"
    """
    Mogilev Region
    """
    BY_MI = "BY-MI"
    """
    Minsk Region
    """
    BY_VI = "BY-VI"
    """
    Vitebsk Region
    """
    BZ_BZ = "BZ-BZ"
    """
    Belize District
    """
    BZ_CY = "BZ-CY"
    """
    Cayo District
    """
    BZ_CZL = "BZ-CZL"
    """
    Corozal District
    """
    BZ_OW = "BZ-OW"
    """
    Orange Walk District
    """
    BZ_SC = "BZ-SC"
    """
    Stann Creek District
    """
    BZ_TOL = "BZ-TOL"
    """
    Toledo District
    """
    CA_AB = "CA-AB"
    """
    Alberta
    """
    CA_BC = "CA-BC"
    """
    British Columbia
    """
    CA_MB = "CA-MB"
    """
    Manitoba
    """
    CA_NB = "CA-NB"
    """
    New Brunswick
    """
    CA_NL = "CA-NL"
    """
    Newfoundland and Labrador
    """
    CA_NS = "CA-NS"
    """
    Nova Scotia
    """
    CA_NT = "CA-NT"
    """
    Northwest Territories
    """
    CA_NU = "CA-NU"
    """
    Nunavut
    """
    CA_ON = "CA-ON"
    """
    Ontario
    """
    CA_PE = "CA-PE"
    """
    Prince Edward Island
    """
    CA_QC = "CA-QC"
    """
    Quebec
    """
    CA_SK = "CA-SK"
    """
    Saskatchewan
    """
    CA_YT = "CA-YT"
    """
    Yukon
    """
    CD_BC = "CD-BC"
    """
    Kongo Central
    """
    CD_BN = "CD-BN"
    """
    Bandundu (province)
    """
    CD_EQ = "CD-EQ"
    """
    Équateur, Congo
    """
    CD_HK = "CD-HK"
    """
    Haut-Katanga Province
    """
    CD_HL = "CD-HL"
    """
    Haut-Lomami
    """
    CD_HU = "CD-HU"
    """
    Haut-Uele
    """
    CD_KA = "CD-KA"
    """
    Katanga
    """
    CD_KC = "CD-KC"
    """
    Kasaï-Central
    """
    CD_KE = "CD-KE"
    """
    Kasaï-Oriental
    """
    CD_KG = "CD-KG"
    """
    Kwango Province
    """
    CD_KL = "CD-KL"
    """
    Kwilu, Democratic Republic of the Congo
    """
    CD_KN = "CD-KN"
    """
    Kinshasa
    """
    CD_KW = "CD-KW"
    """
    Kasaï-Occidental
    """
    CD_LO = "CD-LO"
    """
    Lomami Province
    """
    CD_LU = "CD-LU"
    """
    Lualaba, Democratic Republic of the Congo
    """
    CD_MA = "CD-MA"
    """
    Maniema
    """
    CD_MN = "CD-MN"
    """
    Mai-Ndombe, Democratic Republic of the Congo
    """
    CD_MO = "CD-MO"
    """
    Mongala Province
    """
    CD_NK = "CD-NK"
    """
    Nord-Kivu
    """
    CD_NU = "CD-NU"
    """
    Nord-Ubangi
    """
    CD_SA = "CD-SA"
    """
    Sankuru, Democratic Republic of the Congo
    """
    CD_SK = "CD-SK"
    """
    Sud-Kivu
    """
    CD_TA = "CD-TA"
    """
    Tanganyika Province
    """
    CD_TO = "CD-TO"
    """
    Tshopo Province
    """
    CD_TU = "CD-TU"
    """
    Tshuapa, Democratic Republic of the Congo
    """
    CF_BGF = "CF-BGF"
    """
    Bangui
    """
    CF_NM = "CF-NM"
    """
    Nana-Mambéré
    """
    CG_11 = "CG-11"
    """
    Bouenza Department
    """
    CG_12 = "CG-12"
    """
    Pool Department
    """
    CG_13 = "CG-13"
    """
    Sangha Department
    """
    CG_14 = "CG-14"
    """
    Plateaux Department
    """
    CG_15 = "CG-15"
    """
    Cuvette-Ouest Department
    """
    CG_2 = "CG-2"
    """
    Lékoumou Department
    """
    CG_5 = "CG-5"
    """
    Kouilou Department
    """
    CG_7 = "CG-7"
    """
    Likouala Department
    """
    CG_8 = "CG-8"
    """
    Cuvette Department
    """
    CG_9 = "CG-9"
    """
    Niari Department
    """
    CH_AG = "CH-AG"
    """
    Canton of Aargau
    """
    CH_AI = "CH-AI"
    """
    Canton of Appenzell Innerrhoden
    """
    CH_AR = "CH-AR"
    """
    Canton of Appenzell Ausserrhoden
    """
    CH_BE = "CH-BE"
    """
    Canton of Bern
    """
    CH_BL = "CH-BL"
    """
    Canton of Basel-Landschaft
    """
    CH_BS = "CH-BS"
    """
    Canton of Basel-Stadt
    """
    CH_FR = "CH-FR"
    """
    Canton of Fribourg
    """
    CH_GE = "CH-GE"
    """
    Canton of Geneva
    """
    CH_GL = "CH-GL"
    """
    Canton of Glarus
    """
    CH_GR = "CH-GR"
    """
    Canton of Graubünden
    """
    CH_JU = "CH-JU"
    """
    Canton of Jura
    """
    CH_LU = "CH-LU"
    """
    Canton of Lucerne
    """
    CH_NE = "CH-NE"
    """
    Canton of Neuchâtel
    """
    CH_NW = "CH-NW"
    """
    Canton of Nidwalden
    """
    CH_OW = "CH-OW"
    """
    Canton of Obwalden
    """
    CH_SG = "CH-SG"
    """
    Canton of St. Gallen
    """
    CH_SH = "CH-SH"
    """
    Canton of Schaffhausen
    """
    CH_SO = "CH-SO"
    """
    Canton of Solothurn
    """
    CH_SZ = "CH-SZ"
    """
    Canton of Schwyz
    """
    CH_TG = "CH-TG"
    """
    Canton of Thurgau
    """
    CH_TI = "CH-TI"
    """
    Canton of Ticino
    """
    CH_UR = "CH-UR"
    """
    Canton of Uri
    """
    CH_VD = "CH-VD"
    """
    Canton of Vaud
    """
    CH_VS = "CH-VS"
    """
    Canton of Valais
    """
    CH_ZG = "CH-ZG"
    """
    Canton of Zug
    """
    CH_ZH = "CH-ZH"
    """
    Canton of Zürich
    """
    CI_05 = "CI-05"
    """
    Moyen-Comoé
    """
    CI_AB = "CI-AB"
    """
    Abidjan
    """
    CI_DN = "CI-DN"
    """
    Denguélé District
    """
    CI_YM = "CI-YM"
    """
    Yamoussoukro
    """
    CL_AI = "CL-AI"
    """
    Aysén Region
    """
    CL_AN = "CL-AN"
    """
    Antofagasta Region
    """
    CL_AP = "CL-AP"
    """
    Arica and Parinacota Region
    """
    CL_AR = "CL-AR"
    """
    Araucanía Region
    """
    CL_AT = "CL-AT"
    """
    Atacama Region
    """
    CL_BI = "CL-BI"
    """
    Biobío Region
    """
    CL_CO = "CL-CO"
    """
    Coquimbo Region
    """
    CL_LI = "CL-LI"
    """
    O'Higgins Region
    """
    CL_LL = "CL-LL"
    """
    Los Lagos Region
    """
    CL_LR = "CL-LR"
    """
    Los Ríos Region
    """
    CL_MA = "CL-MA"
    """
    Magallanes y Antártica Chilena Region
    """
    CL_ML = "CL-ML"
    """
    Maule Region
    """
    CL_NB = "CL-NB"
    """
    Ñuble Region
    """
    CL_RM = "CL-RM"
    """
    Santiago Metropolitan Region
    """
    CL_TA = "CL-TA"
    """
    Tarapacá Region
    """
    CL_VS = "CL-VS"
    """
    Valparaíso Region
    """
    CM_AD = "CM-AD"
    """
    Adamaoua
    """
    CM_CE = "CM-CE"
    """
    Centre Region (Cameroon)
    """
    CM_EN = "CM-EN"
    """
    Far North Region (Cameroon)
    """
    CM_ES = "CM-ES"
    """
    East Region (Cameroon)
    """
    CM_LT = "CM-LT"
    """
    Littoral Region
    """
    CM_NO = "CM-NO"
    """
    North Region, Cameroon
    """
    CM_NW = "CM-NW"
    """
    Northwest Region
    """
    CM_SU = "CM-SU"
    """
    South Region (Cameroon)
    """
    CM_SW = "CM-SW"
    """
    Southwest Region (Cameroon)
    """
    CN_AH = "CN-AH"
    """
    Anhui
    """
    CN_BJ = "CN-BJ"
    """
    Beijing
    """
    CN_CQ = "CN-CQ"
    """
    Chongqing
    """
    CN_FJ = "CN-FJ"
    """
    Fujian
    """
    CN_GD = "CN-GD"
    """
    Guangdong
    """
    CN_GS = "CN-GS"
    """
    Gansu
    """
    CN_GX = "CN-GX"
    """
    Guangxi
    """
    CN_GZ = "CN-GZ"
    """
    Guizhou
    """
    CN_HA = "CN-HA"
    """
    Henan
    """
    CN_HB = "CN-HB"
    """
    Hubei
    """
    CN_HE = "CN-HE"
    """
    Hebei
    """
    CN_HI = "CN-HI"
    """
    Hainan
    """
    CN_HK = "CN-HK"
    """
    Hong Kong
    """
    CN_HL = "CN-HL"
    """
    Heilongjiang
    """
    CN_HN = "CN-HN"
    """
    Hunan
    """
    CN_JL = "CN-JL"
    """
    Jilin
    """
    CN_JS = "CN-JS"
    """
    Jiangsu
    """
    CN_JX = "CN-JX"
    """
    Jiangxi
    """
    CN_LN = "CN-LN"
    """
    Liaoning
    """
    CN_MO = "CN-MO"
    """
    Macau
    """
    CN_NM = "CN-NM"
    """
    Inner Mongolia
    """
    CN_NX = "CN-NX"
    """
    Ningxia
    """
    CN_QH = "CN-QH"
    """
    Qinghai
    """
    CN_SC = "CN-SC"
    """
    Sichuan
    """
    CN_SD = "CN-SD"
    """
    Shandong
    """
    CN_SH = "CN-SH"
    """
    Shanghai
    """
    CN_SN = "CN-SN"
    """
    Shaanxi
    """
    CN_SX = "CN-SX"
    """
    Shanxi
    """
    CN_TJ = "CN-TJ"
    """
    Tianjin
    """
    CN_TW = "CN-TW"
    """
    Taiwan Province, People's Republic of China
    """
    CN_XJ = "CN-XJ"
    """
    Xinjiang
    """
    CN_XZ = "CN-XZ"
    """
    Tibet Autonomous Region
    """
    CN_YN = "CN-YN"
    """
    Yunnan
    """
    CN_ZJ = "CN-ZJ"
    """
    Zhejiang
    """
    CO_AMA = "CO-AMA"
    """
    Amazonas Department (Colombia)
    """
    CO_ANT = "CO-ANT"
    """
    Antioquia Department
    """
    CO_ARA = "CO-ARA"
    """
    Arauca Department
    """
    CO_ATL = "CO-ATL"
    """
    Atlántico Department
    """
    CO_BOL = "CO-BOL"
    """
    Bolívar Department
    """
    CO_BOY = "CO-BOY"
    """
    Boyacá Department
    """
    CO_CAL = "CO-CAL"
    """
    Caldas Department
    """
    CO_CAQ = "CO-CAQ"
    """
    Caquetá Department
    """
    CO_CAS = "CO-CAS"
    """
    Casanare Department
    """
    CO_CAU = "CO-CAU"
    """
    Cauca Department
    """
    CO_CES = "CO-CES"
    """
    Cesar Department
    """
    CO_CHO = "CO-CHO"
    """
    Chocó Department
    """
    CO_COR = "CO-COR"
    """
    Córdoba Department
    """
    CO_CUN = "CO-CUN"
    """
    Cundinamarca Department
    """
    CO_DC = "CO-DC"
    """
    Bogotá
    """
    CO_GUA = "CO-GUA"
    """
    Guainía Department
    """
    CO_GUV = "CO-GUV"
    """
    Guaviare Department
    """
    CO_HUI = "CO-HUI"
    """
    Huila Department
    """
    CO_LAG = "CO-LAG"
    """
    La Guajira Department
    """
    CO_MAG = "CO-MAG"
    """
    Magdalena Department
    """
    CO_MET = "CO-MET"
    """
    Meta Department
    """
    CO_NAR = "CO-NAR"
    """
    Nariño Department
    """
    CO_NSA = "CO-NSA"
    """
    Norte de Santander Department
    """
    CO_PUT = "CO-PUT"
    """
    Putumayo Department
    """
    CO_QUI = "CO-QUI"
    """
    Quindío Department
    """
    CO_RIS = "CO-RIS"
    """
    Risaralda Department
    """
    CO_SAN = "CO-SAN"
    """
    Santander Department
    """
    CO_SAP = "CO-SAP"
    """
    San Andrés, Providencia y Santa Catalina
    """
    CO_SUC = "CO-SUC"
    """
    Sucre Department
    """
    CO_TOL = "CO-TOL"
    """
    Tolima Department
    """
    CO_VAC = "CO-VAC"
    """
    Valle del Cauca Department
    """
    CO_VAU = "CO-VAU"
    """
    Vaupés Department
    """
    CO_VID = "CO-VID"
    """
    Vichada Department
    """
    CR_A = "CR-A"
    """
    Alajuela Province
    """
    CR_C = "CR-C"
    """
    Cartago Province
    """
    CR_G = "CR-G"
    """
    Guanacaste Province
    """
    CR_H = "CR-H"
    """
    Heredia Province
    """
    CR_L = "CR-L"
    """
    Limón Province
    """
    CR_P = "CR-P"
    """
    Puntarenas Province
    """
    CR_SJ = "CR-SJ"
    """
    San José Province
    """
    CU_01 = "CU-01"
    """
    Pinar del Río Province
    """
    CU_02 = "CU-02"
    """
    Province of Havana
    """
    CU_04 = "CU-04"
    """
    Matanzas Province
    """
    CU_05 = "CU-05"
    """
    Villa Clara Province
    """
    CU_06 = "CU-06"
    """
    Cienfuegos Province
    """
    CU_07 = "CU-07"
    """
    Sancti Spíritus Province
    """
    CU_08 = "CU-08"
    """
    Ciego de Ávila Province
    """
    CU_09 = "CU-09"
    """
    Camagüey Province
    """
    CU_10 = "CU-10"
    """
    Las Tunas Province
    """
    CU_11 = "CU-11"
    """
    Holguín Province
    """
    CU_12 = "CU-12"
    """
    Granma Province
    """
    CU_13 = "CU-13"
    """
    Santiago de Cuba Province
    """
    CU_14 = "CU-14"
    """
    Guantánamo Province
    """
    CU_15 = "CU-15"
    """
    Artemisa Province
    """
    CU_16 = "CU-16"
    """
    Mayabeque Province
    """
    CU_99 = "CU-99"
    """
    Isla de la Juventud
    """
    CV_B = "CV-B"
    """
    Barlavento (Cape Verde)
    """
    CV_BR = "CV-BR"
    """
    Brava (Cape Verde)
    """
    CV_CA = "CV-CA"
    """
    Santa Catarina
    """
    CV_CF = "CV-CF"
    """
    Santa Catarina do Fogo
    """
    CV_MA = "CV-MA"
    """
    Maio (Cape Verde)
    """
    CV_MO = "CV-MO"
    """
    Mosteiros Municipality
    """
    CV_PA = "CV-PA"
    """
    Paul (Cape Verde)
    """
    CV_PN = "CV-PN"
    """
    Porto Novo (Cape Verde)
    """
    CV_RB = "CV-RB"
    """
    Ribeira Brava (Cape Verde)
    """
    CV_RG = "CV-RG"
    """
    Ribeira Grande Municipality
    """
    CV_RS = "CV-RS"
    """
    Ribeira Grande de Santiago
    """
    CV_S = "CV-S"
    """
    Sotavento (Cape Verde)
    """
    CV_SD = "CV-SD"
    """
    São Domingos Municipality (Cape Verde)
    """
    CV_SF = "CV-SF"
    """
    São Filipe (Cape Verde)
    """
    CV_SM = "CV-SM"
    """
    São Miguel (Cape Verde)
    """
    CV_SO = "CV-SO"
    """
    São Lourenço dos Órgãos
    """
    CV_SS = "CV-SS"
    """
    São Salvador do Mundo
    """
    CV_SV = "CV-SV"
    """
    São Vicente Municipality
    """
    CV_TA = "CV-TA"
    """
    Tarrafal
    """
    CV_TS = "CV-TS"
    """
    Tarrafal de São Nicolau
    """
    CY_01 = "CY-01"
    """
    Nicosia District
    """
    CY_02 = "CY-02"
    """
    Limassol District
    """
    CY_03 = "CY-03"
    """
    Larnaca District
    """
    CY_04 = "CY-04"
    """
    Famagusta District
    """
    CY_05 = "CY-05"
    """
    Paphos District
    """
    CY_06 = "CY-06"
    """
    Kyrenia District
    """
    CZ_10 = "CZ-10"
    """
    Prague
    """
    CZ_101 = "CZ-101"
    """
    Prague 1
    """
    CZ_102 = "CZ-102"
    """
    Prague 2
    """
    CZ_103 = "CZ-103"
    """
    Prague 3
    """
    CZ_105 = "CZ-105"
    """
    Prague 5
    """
    CZ_106 = "CZ-106"
    """
    Prague 6
    """
    CZ_107 = "CZ-107"
    """
    Prague 7
    """
    CZ_108 = "CZ-108"
    """
    Prague 8
    """
    CZ_109 = "CZ-109"
    """
    Prague 9
    """
    CZ_110 = "CZ-110"
    """
    Prague 10
    """
    CZ_114 = "CZ-114"
    """
    Prague 14
    """
    CZ_115 = "CZ-115"
    """
    Prague 15
    """
    CZ_121 = "CZ-121"
    """
    Újezd nad Lesy
    """
    CZ_20 = "CZ-20"
    """
    Central Bohemian Region
    """
    CZ_201 = "CZ-201"
    """
    Benešov District
    """
    CZ_202 = "CZ-202"
    """
    Beroun District
    """
    CZ_203 = "CZ-203"
    """
    Kladno District
    """
    CZ_204 = "CZ-204"
    """
    Kolín District
    """
    CZ_205 = "CZ-205"
    """
    Kutná Hora District
    """
    CZ_206 = "CZ-206"
    """
    Mělník District
    """
    CZ_207 = "CZ-207"
    """
    Mladá Boleslav District
    """
    CZ_208 = "CZ-208"
    """
    Nymburk District
    """
    CZ_209 = "CZ-209"
    """
    Prague-East District
    """
    CZ_20A = "CZ-20A"
    """
    Prague-West District
    """
    CZ_20B = "CZ-20B"
    """
    Příbram District
    """
    CZ_20C = "CZ-20C"
    """
    Rakovník District
    """
    CZ_31 = "CZ-31"
    """
    South Bohemian Region
    """
    CZ_311 = "CZ-311"
    """
    České Budějovice District
    """
    CZ_312 = "CZ-312"
    """
    Český Krumlov District
    """
    CZ_313 = "CZ-313"
    """
    Jindřichův Hradec District
    """
    CZ_314 = "CZ-314"
    """
    Písek District
    """
    CZ_315 = "CZ-315"
    """
    Prachatice District
    """
    CZ_316 = "CZ-316"
    """
    Strakonice District
    """
    CZ_317 = "CZ-317"
    """
    Tábor District
    """
    CZ_32 = "CZ-32"
    """
    Plzeň Region
    """
    CZ_321 = "CZ-321"
    """
    Domažlice District
    """
    CZ_322 = "CZ-322"
    """
    Klatovy District
    """
    CZ_323 = "CZ-323"
    """
    Plzeň-City District
    """
    CZ_324 = "CZ-324"
    """
    Plzeň-South District
    """
    CZ_325 = "CZ-325"
    """
    Plzeň-North District
    """
    CZ_326 = "CZ-326"
    """
    Rokycany District
    """
    CZ_327 = "CZ-327"
    """
    Tachov District
    """
    CZ_41 = "CZ-41"
    """
    Karlovy Vary Region
    """
    CZ_411 = "CZ-411"
    """
    Cheb District
    """
    CZ_412 = "CZ-412"
    """
    Karlovy Vary District
    """
    CZ_413 = "CZ-413"
    """
    Sokolov District
    """
    CZ_42 = "CZ-42"
    """
    Ústí nad Labem Region
    """
    CZ_421 = "CZ-421"
    """
    Děčín District
    """
    CZ_422 = "CZ-422"
    """
    Chomutov District
    """
    CZ_423 = "CZ-423"
    """
    Litoměřice District
    """
    CZ_424 = "CZ-424"
    """
    Louny District
    """
    CZ_425 = "CZ-425"
    """
    Most District
    """
    CZ_426 = "CZ-426"
    """
    Teplice District
    """
    CZ_427 = "CZ-427"
    """
    Ústí nad Labem District
    """
    CZ_51 = "CZ-51"
    """
    Liberec Region
    """
    CZ_511 = "CZ-511"
    """
    Česká Lípa District
    """
    CZ_512 = "CZ-512"
    """
    Jablonec nad Nisou District
    """
    CZ_513 = "CZ-513"
    """
    Liberec District
    """
    CZ_514 = "CZ-514"
    """
    Semily District
    """
    CZ_52 = "CZ-52"
    """
    Hradec Králové Region
    """
    CZ_521 = "CZ-521"
    """
    Hradec Králové District
    """
    CZ_522 = "CZ-522"
    """
    Jičín District
    """
    CZ_523 = "CZ-523"
    """
    Náchod District
    """
    CZ_524 = "CZ-524"
    """
    Rychnov nad Kněžnou District
    """
    CZ_525 = "CZ-525"
    """
    Trutnov District
    """
    CZ_53 = "CZ-53"
    """
    Pardubice Region
    """
    CZ_531 = "CZ-531"
    """
    Chrudim District
    """
    CZ_532 = "CZ-532"
    """
    Pardubice District
    """
    CZ_533 = "CZ-533"
    """
    Svitavy District
    """
    CZ_534 = "CZ-534"
    """
    Ústí nad Orlicí District
    """
    CZ_63 = "CZ-63"
    """
    Vysočina Region
    """
    CZ_631 = "CZ-631"
    """
    Havlíčkův Brod District
    """
    CZ_632 = "CZ-632"
    """
    Jihlava District
    """
    CZ_633 = "CZ-633"
    """
    Pelhřimov District
    """
    CZ_634 = "CZ-634"
    """
    Třebíč District
    """
    CZ_635 = "CZ-635"
    """
    Žďár nad Sázavou District
    """
    CZ_64 = "CZ-64"
    """
    South Moravian Region
    """
    CZ_641 = "CZ-641"
    """
    Blansko District
    """
    CZ_642 = "CZ-642"
    """
    Brno-City District
    """
    CZ_643 = "CZ-643"
    """
    Brno-Country District
    """
    CZ_644 = "CZ-644"
    """
    Břeclav District
    """
    CZ_645 = "CZ-645"
    """
    Hodonín District
    """
    CZ_646 = "CZ-646"
    """
    Vyškov District
    """
    CZ_647 = "CZ-647"
    """
    Znojmo District
    """
    CZ_71 = "CZ-71"
    """
    Olomouc Region
    """
    CZ_711 = "CZ-711"
    """
    Jeseník District
    """
    CZ_712 = "CZ-712"
    """
    Olomouc District
    """
    CZ_713 = "CZ-713"
    """
    Prostějov District
    """
    CZ_714 = "CZ-714"
    """
    Přerov District
    """
    CZ_715 = "CZ-715"
    """
    Šumperk District
    """
    CZ_72 = "CZ-72"
    """
    Zlín Region
    """
    CZ_721 = "CZ-721"
    """
    Kroměříž District
    """
    CZ_722 = "CZ-722"
    """
    Uherské Hradiště District
    """
    CZ_723 = "CZ-723"
    """
    Vsetín District
    """
    CZ_724 = "CZ-724"
    """
    Zlín District
    """
    CZ_80 = "CZ-80"
    """
    Moravian-Silesian Region
    """
    CZ_801 = "CZ-801"
    """
    Bruntál District
    """
    CZ_802 = "CZ-802"
    """
    Frýdek-Místek District
    """
    CZ_803 = "CZ-803"
    """
    Karviná District
    """
    CZ_804 = "CZ-804"
    """
    Nový Jičín District
    """
    CZ_805 = "CZ-805"
    """
    Opava District
    """
    CZ_806 = "CZ-806"
    """
    Ostrava-City District
    """
    DE_BB = "DE-BB"
    """
    Brandenburg
    """
    DE_BE = "DE-BE"
    """
    Berlin
    """
    DE_BW = "DE-BW"
    """
    Baden-Württemberg
    """
    DE_BY = "DE-BY"
    """
    Bavaria
    """
    DE_HB = "DE-HB"
    """
    Bremen (state)
    """
    DE_HE = "DE-HE"
    """
    Hesse
    """
    DE_HH = "DE-HH"
    """
    Hamburg
    """
    DE_MV = "DE-MV"
    """
    Mecklenburg-Western Pomerania
    """
    DE_NI = "DE-NI"
    """
    Lower Saxony
    """
    DE_NW = "DE-NW"
    """
    North Rhine-Westphalia
    """
    DE_RP = "DE-RP"
    """
    Rhineland-Palatinate
    """
    DE_SH = "DE-SH"
    """
    Schleswig-Holstein
    """
    DE_SL = "DE-SL"
    """
    Saarland
    """
    DE_SN = "DE-SN"
    """
    Saxony
    """
    DE_ST = "DE-ST"
    """
    Saxony-Anhalt
    """
    DE_TH = "DE-TH"
    """
    Thuringia
    """
    DJ_AS = "DJ-AS"
    """
    Ali Sabieh Region
    """
    DJ_DI = "DJ-DI"
    """
    Dikhil Region
    """
    DJ_DJ = "DJ-DJ"
    """
    Djibouti (city)
    """
    DJ_OB = "DJ-OB"
    """
    Obock Region
    """
    DJ_TA = "DJ-TA"
    """
    Tadjoura
    """
    DK_81 = "DK-81"
    """
    Region Nordjylland
    """
    DK_82 = "DK-82"
    """
    Region Midtjylland
    """
    DK_83 = "DK-83"
    """
    Region Syddanmark
    """
    DK_84 = "DK-84"
    """
    Region Hovedstaden
    """
    DK_85 = "DK-85"
    """
    Region Sjælland
    """
    DK_GL = "DK-GL"
    """
    Greenland
    """
    DM_02 = "DM-02"
    """
    Saint Andrew Parish, Dominica
    """
    DM_03 = "DM-03"
    """
    Saint David Parish, Dominica
    """
    DM_04 = "DM-04"
    """
    Saint George Parish, Dominica
    """
    DM_05 = "DM-05"
    """
    Saint John Parish, Dominica
    """
    DM_06 = "DM-06"
    """
    Saint Joseph Parish, Dominica
    """
    DM_07 = "DM-07"
    """
    Saint Luke Parish, Dominica
    """
    DM_08 = "DM-08"
    """
    Saint Mark Parish, Dominica
    """
    DM_09 = "DM-09"
    """
    Saint Patrick Parish, Dominica
    """
    DM_10 = "DM-10"
    """
    Saint Paul Parish, Dominica
    """
    DM_11 = "DM-11"
    """
    Saint Peter Parish, Dominica
    """
    DO_01 = "DO-01"
    """
    Distrito Nacional
    """
    DO_02 = "DO-02"
    """
    Azua Province
    """
    DO_03 = "DO-03"
    """
    Bahoruco Province
    """
    DO_04 = "DO-04"
    """
    Barahona Province
    """
    DO_05 = "DO-05"
    """
    Dajabón Province
    """
    DO_06 = "DO-06"
    """
    Duarte Province
    """
    DO_07 = "DO-07"
    """
    Elías Piña Province
    """
    DO_08 = "DO-08"
    """
    El Seibo Province
    """
    DO_09 = "DO-09"
    """
    Espaillat Province
    """
    DO_10 = "DO-10"
    """
    Independencia Province
    """
    DO_11 = "DO-11"
    """
    La Altagracia Province
    """
    DO_12 = "DO-12"
    """
    La Romana Province
    """
    DO_13 = "DO-13"
    """
    La Vega Province
    """
    DO_14 = "DO-14"
    """
    María Trinidad Sánchez Province
    """
    DO_15 = "DO-15"
    """
    Monte Cristi Province
    """
    DO_16 = "DO-16"
    """
    Pedernales Province
    """
    DO_17 = "DO-17"
    """
    Peravia Province
    """
    DO_18 = "DO-18"
    """
    Puerto Plata Province
    """
    DO_19 = "DO-19"
    """
    Hermanas Mirabal Province
    """
    DO_20 = "DO-20"
    """
    Samaná Province
    """
    DO_21 = "DO-21"
    """
    San Cristóbal Province
    """
    DO_22 = "DO-22"
    """
    San Juan Province, Dominican Republic
    """
    DO_23 = "DO-23"
    """
    San Pedro de Macorís Province
    """
    DO_24 = "DO-24"
    """
    Sánchez Ramírez Province
    """
    DO_25 = "DO-25"
    """
    Santiago Province (Dominican Republic)
    """
    DO_26 = "DO-26"
    """
    Santiago Rodríguez Province
    """
    DO_27 = "DO-27"
    """
    Valverde Province
    """
    DO_28 = "DO-28"
    """
    Monseñor Nouel Province
    """
    DO_29 = "DO-29"
    """
    Monte Plata Province
    """
    DO_30 = "DO-30"
    """
    Hato Mayor Province
    """
    DO_31 = "DO-31"
    """
    San José de Ocoa Province
    """
    DO_32 = "DO-32"
    """
    Santo Domingo Province
    """
    DZ_01 = "DZ-01"
    """
    Adrar Province
    """
    DZ_02 = "DZ-02"
    """
    Chlef Province
    """
    DZ_03 = "DZ-03"
    """
    Laghouat Province
    """
    DZ_04 = "DZ-04"
    """
    Oum El Bouaghi Province
    """
    DZ_05 = "DZ-05"
    """
    Batna Province
    """
    DZ_06 = "DZ-06"
    """
    Béjaïa Province
    """
    DZ_07 = "DZ-07"
    """
    Biskra Province
    """
    DZ_08 = "DZ-08"
    """
    Béchar Province
    """
    DZ_09 = "DZ-09"
    """
    Blida Province
    """
    DZ_10 = "DZ-10"
    """
    Bouira Province
    """
    DZ_11 = "DZ-11"
    """
    Tamanrasset Province
    """
    DZ_12 = "DZ-12"
    """
    Tébessa Province
    """
    DZ_13 = "DZ-13"
    """
    Tlemcen Province
    """
    DZ_14 = "DZ-14"
    """
    Tiaret Province
    """
    DZ_15 = "DZ-15"
    """
    Tizi Ouzou Province
    """
    DZ_16 = "DZ-16"
    """
    Algiers Province
    """
    DZ_17 = "DZ-17"
    """
    Djelfa Province
    """
    DZ_18 = "DZ-18"
    """
    Jijel Province
    """
    DZ_19 = "DZ-19"
    """
    Sétif Province
    """
    DZ_20 = "DZ-20"
    """
    Saïda Province
    """
    DZ_21 = "DZ-21"
    """
    Skikda Province
    """
    DZ_22 = "DZ-22"
    """
    Sidi Bel Abbès Province
    """
    DZ_23 = "DZ-23"
    """
    Annaba Province
    """
    DZ_24 = "DZ-24"
    """
    Guelma Province
    """
    DZ_25 = "DZ-25"
    """
    Constantine Province
    """
    DZ_26 = "DZ-26"
    """
    Médéa Province
    """
    DZ_27 = "DZ-27"
    """
    Mostaganem Province
    """
    DZ_28 = "DZ-28"
    """
    M'Sila Province
    """
    DZ_29 = "DZ-29"
    """
    Mascara Province
    """
    DZ_30 = "DZ-30"
    """
    Ouargla Province
    """
    DZ_31 = "DZ-31"
    """
    Oran Province
    """
    DZ_32 = "DZ-32"
    """
    El Bayadh Province
    """
    DZ_33 = "DZ-33"
    """
    Illizi Province
    """
    DZ_34 = "DZ-34"
    """
    Bordj Bou Arréridj Province
    """
    DZ_35 = "DZ-35"
    """
    Boumerdès Province
    """
    DZ_36 = "DZ-36"
    """
    El Tarf Province
    """
    DZ_37 = "DZ-37"
    """
    Tindouf Province
    """
    DZ_38 = "DZ-38"
    """
    Tissemsilt Province
    """
    DZ_39 = "DZ-39"
    """
    El Oued Province
    """
    DZ_40 = "DZ-40"
    """
    Khenchela Province
    """
    DZ_41 = "DZ-41"
    """
    Souk Ahras Province
    """
    DZ_42 = "DZ-42"
    """
    Tipaza Province
    """
    DZ_43 = "DZ-43"
    """
    Mila Province
    """
    DZ_44 = "DZ-44"
    """
    Aïn Defla Province
    """
    DZ_45 = "DZ-45"
    """
    Naâma Province
    """
    DZ_46 = "DZ-46"
    """
    Aïn Témouchent Province
    """
    DZ_47 = "DZ-47"
    """
    Ghardaïa Province
    """
    DZ_48 = "DZ-48"
    """
    Relizane Province
    """
    DZ_49 = "DZ-49"
    """
    Timimoun Province
    """
    DZ_50 = "DZ-50"
    """
    Bordj Baji Mokhtar Province
    """
    DZ_51 = "DZ-51"
    """
    Ouled Djellal Province
    """
    DZ_52 = "DZ-52"
    """
    Béni Abbès Province
    """
    DZ_53 = "DZ-53"
    """
    In Salah Province
    """
    DZ_55 = "DZ-55"
    """
    Touggourt Province
    """
    DZ_56 = "DZ-56"
    """
    Djanet Province
    """
    DZ_58 = "DZ-58"
    """
    El Menia Province
    """
    EC_A = "EC-A"
    """
    Azuay Province
    """
    EC_B = "EC-B"
    """
    Bolívar Province
    """
    EC_C = "EC-C"
    """
    Carchi Province
    """
    EC_D = "EC-D"
    """
    Orellana Province
    """
    EC_E = "EC-E"
    """
    Esmeraldas Province
    """
    EC_F = "EC-F"
    """
    Cañar Province
    """
    EC_G = "EC-G"
    """
    Guayas Province
    """
    EC_H = "EC-H"
    """
    Chimborazo Province
    """
    EC_I = "EC-I"
    """
    Imbabura Province
    """
    EC_L = "EC-L"
    """
    Loja Province
    """
    EC_M = "EC-M"
    """
    Manabí Province
    """
    EC_N = "EC-N"
    """
    Napo Province
    """
    EC_O = "EC-O"
    """
    El Oro Province
    """
    EC_P = "EC-P"
    """
    Pichincha Province
    """
    EC_R = "EC-R"
    """
    Los Ríos Province
    """
    EC_S = "EC-S"
    """
    Morona-Santiago Province
    """
    EC_SD = "EC-SD"
    """
    Santo Domingo de los Tsáchilas Province
    """
    EC_SE = "EC-SE"
    """
    Santa Elena Province
    """
    EC_T = "EC-T"
    """
    Tungurahua Province
    """
    EC_U = "EC-U"
    """
    Sucumbíos Province
    """
    EC_W = "EC-W"
    """
    Galápagos Province
    """
    EC_X = "EC-X"
    """
    Cotopaxi Province
    """
    EC_Y = "EC-Y"
    """
    Pastaza Province
    """
    EC_Z = "EC-Z"
    """
    Zamora-Chinchipe Province
    """
    EE_130 = "EE-130"
    """
    Alutaguse Parish
    """
    EE_141 = "EE-141"
    """
    Anija Parish
    """
    EE_142 = "EE-142"
    """
    Antsla Parish
    """
    EE_171 = "EE-171"
    """
    Elva Parish
    """
    EE_205 = "EE-205"
    """
    Hiiumaa Parish
    """
    EE_214 = "EE-214"
    """
    Häädemeeste Parish
    """
    EE_245 = "EE-245"
    """
    Jõelähtme Parish
    """
    EE_247 = "EE-247"
    """
    Jõgeva Parish
    """
    EE_251 = "EE-251"
    """
    Jõhvi Parish
    """
    EE_255 = "EE-255"
    """
    Järva Parish
    """
    EE_321 = "EE-321"
    """
    Kohtla-Järve
    """
    EE_37 = "EE-37"
    """
    Harju County
    """
    EE_39 = "EE-39"
    """
    Hiiu County
    """
    EE_430 = "EE-430"
    """
    Lääneranna Parish
    """
    EE_431 = "EE-431"
    """
    Lääne-Harju Parish
    """
    EE_441 = "EE-441"
    """
    Lääne-Nigula Parish
    """
    EE_442 = "EE-442"
    """
    Lüganuse Parish
    """
    EE_45 = "EE-45"
    """
    Ida-Viru County
    """
    EE_50 = "EE-50"
    """
    Jõgeva County
    """
    EE_514 = "EE-514"
    """
    Narva-Jõesuu City
    """
    EE_52 = "EE-52"
    """
    Järva County
    """
    EE_557 = "EE-557"
    """
    Otepää Parish
    """
    EE_56 = "EE-56"
    """
    Lääne County
    """
    EE_586 = "EE-586"
    """
    Peipsiääre Parish
    """
    EE_60 = "EE-60"
    """
    Lääne-Viru County
    """
    EE_615 = "EE-615"
    """
    Põhja-Sakala Parish
    """
    EE_618 = "EE-618"
    """
    Põltsamaa Parish
    """
    EE_638 = "EE-638"
    """
    Põhja-Pärnumaa Parish
    """
    EE_64 = "EE-64"
    """
    Põlva County
    """
    EE_68 = "EE-68"
    """
    Pärnu County
    """
    EE_698 = "EE-698"
    """
    Rõuge Parish
    """
    EE_71 = "EE-71"
    """
    Rapla County
    """
    EE_735 = "EE-735"
    """
    Sillamäe
    """
    EE_74 = "EE-74"
    """
    Saare County
    """
    EE_79 = "EE-79"
    """
    Tartu County
    """
    EE_809 = "EE-809"
    """
    Tori Parish
    """
    EE_81 = "EE-81"
    """
    Valga County
    """
    EE_834 = "EE-834"
    """
    Türi Parish
    """
    EE_84 = "EE-84"
    """
    Viljandi County
    """
    EE_87 = "EE-87"
    """
    Võru County
    """
    EE_928 = "EE-928"
    """
    Väike-Maarja Parish
    """
    EG_ALX = "EG-ALX"
    """
    Alexandria Governorate
    """
    EG_ASN = "EG-ASN"
    """
    Aswan Governorate
    """
    EG_AST = "EG-AST"
    """
    Asyut Governorate
    """
    EG_BA = "EG-BA"
    """
    Red Sea Governorate
    """
    EG_BH = "EG-BH"
    """
    Beheira Governorate
    """
    EG_BNS = "EG-BNS"
    """
    Beni Suef Governorate
    """
    EG_C = "EG-C"
    """
    Cairo Governorate
    """
    EG_DK = "EG-DK"
    """
    Dakahlia Governorate
    """
    EG_DT = "EG-DT"
    """
    Damietta Governorate
    """
    EG_FYM = "EG-FYM"
    """
    Faiyum Governorate
    """
    EG_GH = "EG-GH"
    """
    Gharbia Governorate
    """
    EG_GZ = "EG-GZ"
    """
    Giza Governorate
    """
    EG_HU = "EG-HU"
    """
    Helwan Governorate
    """
    EG_IS = "EG-IS"
    """
    Ismailia Governorate
    """
    EG_JS = "EG-JS"
    """
    South Sinai Governorate
    """
    EG_KB = "EG-KB"
    """
    Qalyubia Governorate
    """
    EG_KFS = "EG-KFS"
    """
    Kafr el-Sheikh Governorate
    """
    EG_KN = "EG-KN"
    """
    Qena Governorate
    """
    EG_LX = "EG-LX"
    """
    Luxor Governorate
    """
    EG_MN = "EG-MN"
    """
    Minya Governorate
    """
    EG_MNF = "EG-MNF"
    """
    Monufia Governorate
    """
    EG_MT = "EG-MT"
    """
    Matrouh Governorate
    """
    EG_PTS = "EG-PTS"
    """
    Port Said Governorate
    """
    EG_SHG = "EG-SHG"
    """
    Sohag Governorate
    """
    EG_SHR = "EG-SHR"
    """
    Sharqia Governorate
    """
    EG_SIN = "EG-SIN"
    """
    North Sinai Governorate
    """
    EG_SU = "EG-SU"
    """
    6th of October Governorate
    """
    EG_SUZ = "EG-SUZ"
    """
    Suez Governorate
    """
    EG_WAD = "EG-WAD"
    """
    New Valley Governorate
    """
    ER_AN = "ER-AN"
    """
    Anseba Region
    """
    ER_DK = "ER-DK"
    """
    Southern Red Sea Region
    """
    ES_A = "ES-A"
    """
    Province of Alicante
    """
    ES_AB = "ES-AB"
    """
    Province of Albacete
    """
    ES_AL = "ES-AL"
    """
    Province of Almería
    """
    ES_AN = "ES-AN"
    """
    Andalusia
    """
    ES_AR = "ES-AR"
    """
    Aragon
    """
    ES_AS = "ES-AS"
    """
    Asturias
    """
    ES_AV = "ES-AV"
    """
    Province of Ávila
    """
    ES_B = "ES-B"
    """
    Province of Barcelona
    """
    ES_BA = "ES-BA"
    """
    Province of Badajoz
    """
    ES_BI = "ES-BI"
    """
    Biscay
    """
    ES_BU = "ES-BU"
    """
    Province of Burgos
    """
    ES_C = "ES-C"
    """
    Province of A Coruña
    """
    ES_CA = "ES-CA"
    """
    Province of Cádiz
    """
    ES_CB = "ES-CB"
    """
    Cantabria
    """
    ES_CC = "ES-CC"
    """
    Province of Cáceres
    """
    ES_CE = "ES-CE"
    """
    Ceuta
    """
    ES_CL = "ES-CL"
    """
    Castile and León
    """
    ES_CM = "ES-CM"
    """
    Castile-La Mancha
    """
    ES_CN = "ES-CN"
    """
    Canary Islands
    """
    ES_CO = "ES-CO"
    """
    Province of Córdoba, Spain
    """
    ES_CR = "ES-CR"
    """
    Province of Ciudad Real
    """
    ES_CS = "ES-CS"
    """
    Province of Castellón
    """
    ES_CT = "ES-CT"
    """
    Catalonia
    """
    ES_CU = "ES-CU"
    """
    Province of Cuenca
    """
    ES_EX = "ES-EX"
    """
    Extremadura
    """
    ES_GA = "ES-GA"
    """
    Galicia (Spain)
    """
    ES_GC = "ES-GC"
    """
    Province of Las Palmas
    """
    ES_GI = "ES-GI"
    """
    Province of Girona
    """
    ES_GR = "ES-GR"
    """
    Province of Granada
    """
    ES_GU = "ES-GU"
    """
    Province of Guadalajara
    """
    ES_H = "ES-H"
    """
    Province of Huelva
    """
    ES_HU = "ES-HU"
    """
    Province of Huesca
    """
    ES_IB = "ES-IB"
    """
    Balearic Islands
    """
    ES_J = "ES-J"
    """
    Province of Jaén
    """
    ES_L = "ES-L"
    """
    Province of Lleida
    """
    ES_LE = "ES-LE"
    """
    Province of León
    """
    ES_LU = "ES-LU"
    """
    Province of Lugo
    """
    ES_M = "ES-M"
    """
    Province of Madrid
    """
    ES_MA = "ES-MA"
    """
    Province of Málaga
    """
    ES_MC = "ES-MC"
    """
    Region of Murcia
    """
    ES_MD = "ES-MD"
    """
    Community of Madrid
    """
    ES_ML = "ES-ML"
    """
    Melilla
    """
    ES_NC = "ES-NC"
    """
    Navarre
    """
    ES_OR = "ES-OR"
    """
    Province of Ourense
    """
    ES_P = "ES-P"
    """
    Province of Palencia
    """
    ES_PO = "ES-PO"
    """
    Province of Pontevedra
    """
    ES_PV = "ES-PV"
    """
    Basque Autonomous Community
    """
    ES_RI = "ES-RI"
    """
    La Rioja (Spain)
    """
    ES_SA = "ES-SA"
    """
    Province of Salamanca
    """
    ES_SE = "ES-SE"
    """
    Province of Seville
    """
    ES_SG = "ES-SG"
    """
    Province of Segovia
    """
    ES_SO = "ES-SO"
    """
    Province of Soria
    """
    ES_SS = "ES-SS"
    """
    Gipuzkoa
    """
    ES_T = "ES-T"
    """
    Province of Tarragona
    """
    ES_TE = "ES-TE"
    """
    Province of Teruel
    """
    ES_TF = "ES-TF"
    """
    Province of Santa Cruz de Tenerife
    """
    ES_TO = "ES-TO"
    """
    Province of Toledo
    """
    ES_V = "ES-V"
    """
    Province of Valencia
    """
    ES_VA = "ES-VA"
    """
    Province of Valladolid
    """
    ES_VC = "ES-VC"
    """
    Land of Valencia
    """
    ES_VI = "ES-VI"
    """
    Álava-Araba
    """
    ES_Z = "ES-Z"
    """
    Province of Zaragoza
    """
    ES_ZA = "ES-ZA"
    """
    Province of Zamora
    """
    ET_AA = "ET-AA"
    """
    Addis Ababa
    """
    ET_AF = "ET-AF"
    """
    Afar Region
    """
    ET_AM = "ET-AM"
    """
    Amhara Region
    """
    ET_BE = "ET-BE"
    """
    Benishangul-Gumuz Region
    """
    ET_DD = "ET-DD"
    """
    Dire Dawa
    """
    ET_GA = "ET-GA"
    """
    Gambela Region
    """
    ET_HA = "ET-HA"
    """
    Harari Region
    """
    ET_OR = "ET-OR"
    """
    Oromia Region
    """
    ET_SI = "ET-SI"
    """
    Sidama Region
    """
    ET_SN = "ET-SN"
    """
    Southern Nations, Nationalities, and Peoples' Region
    """
    ET_SO = "ET-SO"
    """
    Somali Region
    """
    ET_SW = "ET-SW"
    """
    South West Ethiopia People's Region
    """
    ET_TI = "ET-TI"
    """
    Tigray Region
    """
    FI_01 = "FI-01"
    """
    Åland
    """
    FI_02 = "FI-02"
    """
    South Karelia
    """
    FI_03 = "FI-03"
    """
    South Ostrobothnia
    """
    FI_04 = "FI-04"
    """
    Southern Savonia
    """
    FI_05 = "FI-05"
    """
    Kainuu
    """
    FI_06 = "FI-06"
    """
    Tavastia Proper
    """
    FI_07 = "FI-07"
    """
    Central Ostrobothnia
    """
    FI_08 = "FI-08"
    """
    Central Finland
    """
    FI_09 = "FI-09"
    """
    Kymenlaakso
    """
    FI_10 = "FI-10"
    """
    Lapland, Finland
    """
    FI_11 = "FI-11"
    """
    Pirkanmaa
    """
    FI_12 = "FI-12"
    """
    Ostrobothnia
    """
    FI_13 = "FI-13"
    """
    North Karelia
    """
    FI_14 = "FI-14"
    """
    Northern Ostrobothnia
    """
    FI_15 = "FI-15"
    """
    Northern Savonia
    """
    FI_16 = "FI-16"
    """
    Päijänne Tavastia
    """
    FI_17 = "FI-17"
    """
    Satakunta
    """
    FI_18 = "FI-18"
    """
    Uusimaa
    """
    FI_19 = "FI-19"
    """
    Finland Proper
    """
    FI_IS = "FI-IS"
    """
    Eastern Finland
    """
    FI_LL = "FI-LL"
    """
    Lapland, Finland
    """
    FI_LS = "FI-LS"
    """
    Western Finland
    """
    FI_OL = "FI-OL"
    """
    Oulu Province
    """
    FJ_04 = "FJ-04"
    """
    Kadavu
    """
    FJ_R = "FJ-R"
    """
    Rotuma
    """
    FM_PNI = "FM-PNI"
    """
    Pohnpei
    """
    FM_TRK = "FM-TRK"
    """
    Chuuk
    """
    FM_YAP = "FM-YAP"
    """
    Yap
    """
    FR_01 = "FR-01"
    """
    Ain
    """
    FR_02 = "FR-02"
    """
    Aisne
    """
    FR_03 = "FR-03"
    """
    Allier
    """
    FR_04 = "FR-04"
    """
    Alpes-de-Haute-Provence
    """
    FR_05 = "FR-05"
    """
    Hautes-Alpes
    """
    FR_06 = "FR-06"
    """
    Alpes-Maritimes
    """
    FR_07 = "FR-07"
    """
    Ardèche
    """
    FR_08 = "FR-08"
    """
    Ardennes (department)
    """
    FR_09 = "FR-09"
    """
    Ariège (department)
    """
    FR_10 = "FR-10"
    """
    Aube
    """
    FR_11 = "FR-11"
    """
    Aude
    """
    FR_12 = "FR-12"
    """
    Aveyron
    """
    FR_13 = "FR-13"
    """
    Bouches-du-Rhône
    """
    FR_14 = "FR-14"
    """
    Calvados
    """
    FR_15 = "FR-15"
    """
    Cantal
    """
    FR_16 = "FR-16"
    """
    Charente
    """
    FR_17 = "FR-17"
    """
    Charente-Maritime
    """
    FR_18 = "FR-18"
    """
    Cher (department)
    """
    FR_19 = "FR-19"
    """
    Corrèze
    """
    FR_20R = "FR-20R"
    """
    Corsica
    """
    FR_21 = "FR-21"
    """
    Côte-d'Or
    """
    FR_22 = "FR-22"
    """
    Côtes-d'Armor
    """
    FR_23 = "FR-23"
    """
    Creuse (department)
    """
    FR_24 = "FR-24"
    """
    Dordogne
    """
    FR_25 = "FR-25"
    """
    Doubs
    """
    FR_26 = "FR-26"
    """
    Drôme
    """
    FR_27 = "FR-27"
    """
    Eure
    """
    FR_28 = "FR-28"
    """
    Eure-et-Loir
    """
    FR_29 = "FR-29"
    """
    Finistère
    """
    FR_2A = "FR-2A"
    """
    Corse-du-Sud
    """
    FR_2B = "FR-2B"
    """
    Haute-Corse
    """
    FR_30 = "FR-30"
    """
    Gard
    """
    FR_31 = "FR-31"
    """
    Haute-Garonne
    """
    FR_32 = "FR-32"
    """
    Gers (department)
    """
    FR_33 = "FR-33"
    """
    Gironde
    """
    FR_34 = "FR-34"
    """
    Hérault
    """
    FR_35 = "FR-35"
    """
    Ille-et-Vilaine
    """
    FR_36 = "FR-36"
    """
    Indre (department)
    """
    FR_37 = "FR-37"
    """
    Indre-et-Loire
    """
    FR_38 = "FR-38"
    """
    Isère (department)
    """
    FR_39 = "FR-39"
    """
    Jura (department)
    """
    FR_40 = "FR-40"
    """
    Landes (department)
    """
    FR_41 = "FR-41"
    """
    Loir-et-Cher
    """
    FR_42 = "FR-42"
    """
    Loire (department)
    """
    FR_43 = "FR-43"
    """
    Haute-Loire
    """
    FR_44 = "FR-44"
    """
    Loire-Atlantique
    """
    FR_45 = "FR-45"
    """
    Loiret
    """
    FR_46 = "FR-46"
    """
    Lot (department)
    """
    FR_47 = "FR-47"
    """
    Lot-et-Garonne
    """
    FR_48 = "FR-48"
    """
    Lozère
    """
    FR_49 = "FR-49"
    """
    Maine-et-Loire
    """
    FR_50 = "FR-50"
    """
    Manche
    """
    FR_51 = "FR-51"
    """
    Marne (department)
    """
    FR_52 = "FR-52"
    """
    Haute-Marne
    """
    FR_53 = "FR-53"
    """
    Mayenne
    """
    FR_54 = "FR-54"
    """
    Meurthe-et-Moselle
    """
    FR_55 = "FR-55"
    """
    Meuse (department)
    """
    FR_56 = "FR-56"
    """
    Morbihan
    """
    FR_57 = "FR-57"
    """
    Moselle (department)
    """
    FR_58 = "FR-58"
    """
    Nièvre
    """
    FR_59 = "FR-59"
    """
    Nord (French department)
    """
    FR_60 = "FR-60"
    """
    Oise (department)
    """
    FR_61 = "FR-61"
    """
    Orne
    """
    FR_62 = "FR-62"
    """
    Pas-de-Calais
    """
    FR_63 = "FR-63"
    """
    Puy-de-Dôme
    """
    FR_64 = "FR-64"
    """
    Pyrénées-Atlantiques
    """
    FR_65 = "FR-65"
    """
    Hautes-Pyrénées
    """
    FR_66 = "FR-66"
    """
    Pyrénées-Orientales
    """
    FR_67 = "FR-67"
    """
    Bas-Rhin
    """
    FR_68 = "FR-68"
    """
    Haut-Rhin
    """
    FR_69 = "FR-69"
    """
    Rhône
    """
    FR_6AE = "FR-6AE"
    """
    Alsace
    """
    FR_70 = "FR-70"
    """
    Haute-Saône
    """
    FR_71 = "FR-71"
    """
    Saône-et-Loire
    """
    FR_72 = "FR-72"
    """
    Sarthe
    """
    FR_73 = "FR-73"
    """
    Savoie
    """
    FR_74 = "FR-74"
    """
    Haute-Savoie
    """
    FR_75C = "FR-75C"
    """
    Paris
    """
    FR_76 = "FR-76"
    """
    Seine-Maritime
    """
    FR_77 = "FR-77"
    """
    Seine-et-Marne
    """
    FR_78 = "FR-78"
    """
    Yvelines
    """
    FR_79 = "FR-79"
    """
    Deux-Sèvres
    """
    FR_80 = "FR-80"
    """
    Somme (department)
    """
    FR_81 = "FR-81"
    """
    Tarn (department)
    """
    FR_82 = "FR-82"
    """
    Tarn-et-Garonne
    """
    FR_83 = "FR-83"
    """
    Var (department)
    """
    FR_84 = "FR-84"
    """
    Vaucluse
    """
    FR_85 = "FR-85"
    """
    Vendée (department)
    """
    FR_86 = "FR-86"
    """
    Vienne
    """
    FR_87 = "FR-87"
    """
    Haute-Vienne
    """
    FR_88 = "FR-88"
    """
    Vosges (department)
    """
    FR_89 = "FR-89"
    """
    Yonne
    """
    FR_90 = "FR-90"
    """
    Territoire de Belfort
    """
    FR_91 = "FR-91"
    """
    Essonne (department)
    """
    FR_92 = "FR-92"
    """
    Hauts-de-Seine
    """
    FR_93 = "FR-93"
    """
    Seine-Saint-Denis
    """
    FR_94 = "FR-94"
    """
    Val-de-Marne
    """
    FR_95 = "FR-95"
    """
    Val-d'Oise
    """
    FR_971 = "FR-971"
    """
    Guadeloupe
    """
    FR_972 = "FR-972"
    """
    Martinique
    """
    FR_973 = "FR-973"
    """
    French Guiana
    """
    FR_974 = "FR-974"
    """
    Réunion
    """
    FR_ARA = "FR-ARA"
    """
    Auvergne-Rhône-Alpes
    """
    FR_B = "FR-B"
    """
    Aquitaine
    """
    FR_BFC = "FR-BFC"
    """
    Bourgogne-Franche-Comté
    """
    FR_BL = "FR-BL"
    """
    Saint-Barthélemy
    """
    FR_BRE = "FR-BRE"
    """
    Région Bretagne
    """
    FR_C = "FR-C"
    """
    Auvergne
    """
    FR_CP = "FR-CP"
    """
    Clipperton Island
    """
    FR_CVL = "FR-CVL"
    """
    Centre-Val de Loire
    """
    FR_D = "FR-D"
    """
    Bourgogne
    """
    FR_G = "FR-G"
    """
    Champagne-Ardenne
    """
    FR_GES = "FR-GES"
    """
    Grand Est
    """
    FR_HDF = "FR-HDF"
    """
    Hauts-de-France
    """
    FR_IDF = "FR-IDF"
    """
    Île-de-France
    """
    FR_K = "FR-K"
    """
    Languedoc-Roussillon
    """
    FR_L = "FR-L"
    """
    Limousin
    """
    FR_M = "FR-M"
    """
    Lorraine
    """
    FR_MF = "FR-MF"
    """
    Saint-Martin (France)
    """
    FR_N = "FR-N"
    """
    Midi-Pyrénées
    """
    FR_NAQ = "FR-NAQ"
    """
    Nouvelle-Aquitaine
    """
    FR_NC = "FR-NC"
    """
    New Caledonia
    """
    FR_NOR = "FR-NOR"
    """
    Normandie
    """
    FR_O = "FR-O"
    """
    Nord-Pas-de-Calais
    """
    FR_OCC = "FR-OCC"
    """
    Occitanie
    """
    FR_P = "FR-P"
    """
    Basse-Normandie
    """
    FR_PAC = "FR-PAC"
    """
    Provence-Alpes-Côte d'Azur
    """
    FR_PDL = "FR-PDL"
    """
    Pays de la Loire
    """
    FR_PF = "FR-PF"
    """
    French Polynesia
    """
    FR_PM = "FR-PM"
    """
    Saint-Pierre and Miquelon
    """
    FR_Q = "FR-Q"
    """
    Haute-Normandie
    """
    FR_S = "FR-S"
    """
    Picardie
    """
    FR_T = "FR-T"
    """
    Poitou-Charentes
    """
    FR_TF = "FR-TF"
    """
    French Southern and Antarctic Lands
    """
    FR_V = "FR-V"
    """
    Rhône-Alpes
    """
    FR_WF = "FR-WF"
    """
    Wallis and Futuna
    """
    GA_1 = "GA-1"
    """
    Estuaire Province
    """
    GA_2 = "GA-2"
    """
    Haut-Ogooué Province
    """
    GA_3 = "GA-3"
    """
    Moyen-Ogooué Province
    """
    GA_4 = "GA-4"
    """
    Ngounié Province
    """
    GA_5 = "GA-5"
    """
    Nyanga Province
    """
    GA_6 = "GA-6"
    """
    Ogooué-Ivindo Province
    """
    GA_7 = "GA-7"
    """
    Ogooué-Lolo Province
    """
    GA_8 = "GA-8"
    """
    Ogooué-Maritime Province
    """
    GA_9 = "GA-9"
    """
    Woleu-Ntem Province
    """
    GB_ABC = "GB-ABC"
    """
    Armagh, Banbridge and Craigavon
    """
    GB_ABD = "GB-ABD"
    """
    Aberdeenshire
    """
    GB_ABE = "GB-ABE"
    """
    Aberdeen
    """
    GB_AGB = "GB-AGB"
    """
    Argyll and Bute
    """
    GB_AGY = "GB-AGY"
    """
    Anglesey
    """
    GB_AND = "GB-AND"
    """
    Ards and North Down
    """
    GB_ANN = "GB-ANN"
    """
    Antrim and Newtownabbey
    """
    GB_ANS = "GB-ANS"
    """
    Angus
    """
    GB_ANT = "GB-ANT"
    """
    Derry City Council
    """
    GB_ARM = "GB-ARM"
    """
    Armagh City and District Council
    """
    GB_BAS = "GB-BAS"
    """
    Bath and North East Somerset District
    """
    GB_BBD = "GB-BBD"
    """
    Borough of Blackburn with Darwen
    """
    GB_BCP = "GB-BCP"
    """
    Bournemouth, Christchurch and Poole
    """
    GB_BDF = "GB-BDF"
    """
    Borough of Bedford
    """
    GB_BDG = "GB-BDG"
    """
    London Borough of Barking and Dagenham
    """
    GB_BEN = "GB-BEN"
    """
    London Borough of Brent
    """
    GB_BEX = "GB-BEX"
    """
    London Borough of Bexley
    """
    GB_BGE = "GB-BGE"
    """
    Bridgend County Borough
    """
    GB_BGW = "GB-BGW"
    """
    Blaenau Gwent County Borough
    """
    GB_BIR = "GB-BIR"
    """
    City of Birmingham
    """
    GB_BKM = "GB-BKM"
    """
    Buckinghamshire
    """
    GB_BLA = "GB-BLA"
    """
    Ballymena Borough Council
    """
    GB_BMH = "GB-BMH"
    """
    Borough of Bournemouth
    """
    GB_BNB = "GB-BNB"
    """
    Banbridge (district)
    """
    GB_BNE = "GB-BNE"
    """
    London Borough of Barnet
    """
    GB_BNH = "GB-BNH"
    """
    Brighton and Hove
    """
    GB_BNS = "GB-BNS"
    """
    Metropolitan Borough of Barnsley
    """
    GB_BOL = "GB-BOL"
    """
    Metropolitan Borough of Bolton
    """
    GB_BPL = "GB-BPL"
    """
    Blackpool
    """
    GB_BRC = "GB-BRC"
    """
    Borough of Bracknell Forest
    """
    GB_BRD = "GB-BRD"
    """
    City of Bradford
    """
    GB_BRY = "GB-BRY"
    """
    London Borough of Bromley
    """
    GB_BST = "GB-BST"
    """
    Bristol
    """
    GB_BUR = "GB-BUR"
    """
    Metropolitan Borough of Bury
    """
    GB_CAM = "GB-CAM"
    """
    Cambridgeshire
    """
    GB_CAY = "GB-CAY"
    """
    Caerphilly County Borough
    """
    GB_CBF = "GB-CBF"
    """
    Central Bedfordshire District
    """
    GB_CCG = "GB-CCG"
    """
    Causeway Coast and Glens
    """
    GB_CGN = "GB-CGN"
    """
    Ceredigion
    """
    GB_CGV = "GB-CGV"
    """
    Craigavon Borough Council
    """
    GB_CHE = "GB-CHE"
    """
    Borough of Cheshire East
    """
    GB_CHS = "GB-CHS"
    """
    Cheshire
    """
    GB_CHW = "GB-CHW"
    """
    Cheshire West and Chester
    """
    GB_CKF = "GB-CKF"
    """
    Carrickfergus Borough Council
    """
    GB_CLD = "GB-CLD"
    """
    Metropolitan Borough of Calderdale
    """
    GB_CLK = "GB-CLK"
    """
    Clackmannanshire
    """
    GB_CLR = "GB-CLR"
    """
    Coleraine (district)
    """
    GB_CMA = "GB-CMA"
    """
    Cumbria
    """
    GB_CMD = "GB-CMD"
    """
    London Borough of Camden
    """
    GB_CMN = "GB-CMN"
    """
    Carmarthenshire
    """
    GB_CON = "GB-CON"
    """
    Cornwall (district)
    """
    GB_COV = "GB-COV"
    """
    City of Coventry
    """
    GB_CRF = "GB-CRF"
    """
    Cardiff
    """
    GB_CRY = "GB-CRY"
    """
    London Borough of Croydon
    """
    GB_CSR = "GB-CSR"
    """
    Castlereagh
    """
    GB_CWY = "GB-CWY"
    """
    Conwy County Borough
    """
    GB_DAL = "GB-DAL"
    """
    Borough of Darlington
    """
    GB_DBY = "GB-DBY"
    """
    Derbyshire
    """
    GB_DEN = "GB-DEN"
    """
    Denbighshire
    """
    GB_DER = "GB-DER"
    """
    Derby
    """
    GB_DEV = "GB-DEV"
    """
    Devon
    """
    GB_DGN = "GB-DGN"
    """
    Dungannon and South Tyrone Borough Council
    """
    GB_DGY = "GB-DGY"
    """
    Dumfries and Galloway
    """
    GB_DNC = "GB-DNC"
    """
    Metropolitan Borough of Doncaster
    """
    GB_DND = "GB-DND"
    """
    Dundee
    """
    GB_DOR = "GB-DOR"
    """
    Dorset (district)
    """
    GB_DOW = "GB-DOW"
    """
    Down District Council
    """
    GB_DRS = "GB-DRS"
    """
    Derry and Strabane
    """
    GB_DRY = "GB-DRY"
    """
    Derry City Council
    """
    GB_DUD = "GB-DUD"
    """
    Metropolitan Borough of Dudley
    """
    GB_DUR = "GB-DUR"
    """
    County Durham (district)
    """
    GB_EAL = "GB-EAL"
    """
    London Borough of Ealing
    """
    GB_EAW = "GB-EAW"
    """
    England and Wales
    """
    GB_EAY = "GB-EAY"
    """
    East Ayrshire
    """
    GB_EDH = "GB-EDH"
    """
    Edinburgh
    """
    GB_EDU = "GB-EDU"
    """
    East Dunbartonshire
    """
    GB_ELN = "GB-ELN"
    """
    East Lothian
    """
    GB_ELS = "GB-ELS"
    """
    Outer Hebrides
    """
    GB_ENF = "GB-ENF"
    """
    London Borough of Enfield
    """
    GB_ENG = "GB-ENG"
    """
    England
    """
    GB_ERW = "GB-ERW"
    """
    East Renfrewshire
    """
    GB_ERY = "GB-ERY"
    """
    East Riding of Yorkshire (district)
    """
    GB_ESS = "GB-ESS"
    """
    Essex
    """
    GB_ESX = "GB-ESX"
    """
    East Sussex
    """
    GB_FAL = "GB-FAL"
    """
    Falkirk (council area)
    """
    GB_FIF = "GB-FIF"
    """
    Fife
    """
    GB_FLN = "GB-FLN"
    """
    Flintshire
    """
    GB_FMO = "GB-FMO"
    """
    Fermanagh and Omagh
    """
    GB_GAT = "GB-GAT"
    """
    Metropolitan Borough of Gateshead
    """
    GB_GLG = "GB-GLG"
    """
    Glasgow
    """
    GB_GLS = "GB-GLS"
    """
    Gloucestershire
    """
    GB_GRE = "GB-GRE"
    """
    Royal Borough of Greenwich
    """
    GB_GWN = "GB-GWN"
    """
    Gwynedd
    """
    GB_HAL = "GB-HAL"
    """
    Borough of Halton
    """
    GB_HAM = "GB-HAM"
    """
    Hampshire
    """
    GB_HAV = "GB-HAV"
    """
    London Borough of Havering
    """
    GB_HCK = "GB-HCK"
    """
    London Borough of Hackney
    """
    GB_HEF = "GB-HEF"
    """
    Herefordshire
    """
    GB_HIL = "GB-HIL"
    """
    London Borough of Hillingdon
    """
    GB_HLD = "GB-HLD"
    """
    Highland (council area)
    """
    GB_HMF = "GB-HMF"
    """
    London Borough of Hammersmith and Fulham
    """
    GB_HNS = "GB-HNS"
    """
    London Borough of Hounslow
    """
    GB_HPL = "GB-HPL"
    """
    Borough of Hartlepool
    """
    GB_HRT = "GB-HRT"
    """
    Hertfordshire
    """
    GB_HRW = "GB-HRW"
    """
    London Borough of Harrow
    """
    GB_HRY = "GB-HRY"
    """
    London Borough of Haringey
    """
    GB_IOS = "GB-IOS"
    """
    Isles of Scilly
    """
    GB_IOW = "GB-IOW"
    """
    Isle of Wight
    """
    GB_ISL = "GB-ISL"
    """
    London Borough of Islington
    """
    GB_IVC = "GB-IVC"
    """
    Inverclyde
    """
    GB_JSY = "GB-JSY"
    """
    Jersey
    """
    GB_KEC = "GB-KEC"
    """
    Royal Borough of Kensington and Chelsea
    """
    GB_KEN = "GB-KEN"
    """
    Kent
    """
    GB_KHL = "GB-KHL"
    """
    Kingston upon Hull
    """
    GB_KIR = "GB-KIR"
    """
    Metropolitan Borough of Kirklees
    """
    GB_KTT = "GB-KTT"
    """
    Royal Borough of Kingston upon Thames
    """
    GB_KWL = "GB-KWL"
    """
    Metropolitan Borough of Knowsley
    """
    GB_LAN = "GB-LAN"
    """
    Lancashire
    """
    GB_LBC = "GB-LBC"
    """
    Lisburn and Castlereagh
    """
    GB_LBH = "GB-LBH"
    """
    London Borough of Lambeth
    """
    GB_LCE = "GB-LCE"
    """
    Leicester
    """
    GB_LDS = "GB-LDS"
    """
    City of Leeds
    """
    GB_LEC = "GB-LEC"
    """
    Leicestershire
    """
    GB_LEW = "GB-LEW"
    """
    London Borough of Lewisham
    """
    GB_LIN = "GB-LIN"
    """
    Lincolnshire
    """
    GB_LIV = "GB-LIV"
    """
    Liverpool
    """
    GB_LND = "GB-LND"
    """
    City of London
    """
    GB_LSB = "GB-LSB"
    """
    Lisburn City Council
    """
    GB_LUT = "GB-LUT"
    """
    Luton
    """
    GB_MAN = "GB-MAN"
    """
    City of Manchester
    """
    GB_MDB = "GB-MDB"
    """
    Borough of Middlesbrough
    """
    GB_MDW = "GB-MDW"
    """
    Borough of Medway
    """
    GB_MEA = "GB-MEA"
    """
    Mid and East Antrim
    """
    GB_MFT = "GB-MFT"
    """
    Magherafelt (district)
    """
    GB_MIK = "GB-MIK"
    """
    Borough of Milton Keynes
    """
    GB_MLN = "GB-MLN"
    """
    Midlothian
    """
    GB_MON = "GB-MON"
    """
    Monmouthshire
    """
    GB_MRT = "GB-MRT"
    """
    London Borough of Merton
    """
    GB_MRY = "GB-MRY"
    """
    Moray
    """
    GB_MTY = "GB-MTY"
    """
    Merthyr Tydfil County Borough
    """
    GB_MUL = "GB-MUL"
    """
    Mid Ulster
    """
    GB_MYL = "GB-MYL"
    """
    Moyle District Council
    """
    GB_NAY = "GB-NAY"
    """
    North Ayrshire
    """
    GB_NBL = "GB-NBL"
    """
    Northumberland
    """
    GB_NDN = "GB-NDN"
    """
    North Down Borough Council
    """
    GB_NEL = "GB-NEL"
    """
    Borough of North East Lincolnshire
    """
    GB_NET = "GB-NET"
    """
    City of Newcastle upon Tyne
    """
    GB_NFK = "GB-NFK"
    """
    Norfolk, England
    """
    GB_NGM = "GB-NGM"
    """
    Nottingham
    """
    GB_NIR = "GB-NIR"
    """
    Northern Ireland
    """
    GB_NLK = "GB-NLK"
    """
    North Lanarkshire
    """
    GB_NLN = "GB-NLN"
    """
    Borough of North Lincolnshire
    """
    GB_NMD = "GB-NMD"
    """
    Newry, Mourne and Down
    """
    GB_NSM = "GB-NSM"
    """
    North Somerset District
    """
    GB_NTA = "GB-NTA"
    """
    Newtownabbey Borough Council
    """
    GB_NTH = "GB-NTH"
    """
    Northamptonshire
    """
    GB_NTL = "GB-NTL"
    """
    Neath Port Talbot County Borough
    """
    GB_NTT = "GB-NTT"
    """
    Nottinghamshire
    """
    GB_NTY = "GB-NTY"
    """
    Metropolitan Borough of North Tyneside
    """
    GB_NWM = "GB-NWM"
    """
    London Borough of Newham
    """
    GB_NWP = "GB-NWP"
    """
    Newport, Wales
    """
    GB_NYK = "GB-NYK"
    """
    North Yorkshire (district)
    """
    GB_NYM = "GB-NYM"
    """
    Newry and Mourne District Council
    """
    GB_OLD = "GB-OLD"
    """
    Metropolitan Borough of Oldham
    """
    GB_OMH = "GB-OMH"
    """
    Omagh District Council
    """
    GB_ORK = "GB-ORK"
    """
    Orkney Islands
    """
    GB_OXF = "GB-OXF"
    """
    Oxfordshire
    """
    GB_PEM = "GB-PEM"
    """
    Pembrokeshire
    """
    GB_PKN = "GB-PKN"
    """
    Perth and Kinross
    """
    GB_PLY = "GB-PLY"
    """
    Plymouth
    """
    GB_POL = "GB-POL"
    """
    Borough of Poole
    """
    GB_POR = "GB-POR"
    """
    Portsmouth
    """
    GB_POW = "GB-POW"
    """
    Powys
    """
    GB_PTE = "GB-PTE"
    """
    City of Peterborough
    """
    GB_RCC = "GB-RCC"
    """
    Redcar and Cleveland
    """
    GB_RCH = "GB-RCH"
    """
    Metropolitan Borough of Rochdale
    """
    GB_RCT = "GB-RCT"
    """
    Rhondda Cynon Taf
    """
    GB_RDB = "GB-RDB"
    """
    London Borough of Redbridge
    """
    GB_RDG = "GB-RDG"
    """
    Reading, Berkshire
    """
    GB_RFW = "GB-RFW"
    """
    Renfrewshire
    """
    GB_RIC = "GB-RIC"
    """
    London Borough of Richmond upon Thames
    """
    GB_ROT = "GB-ROT"
    """
    Metropolitan Borough of Rotherham
    """
    GB_RUT = "GB-RUT"
    """
    Rutland
    """
    GB_SAW = "GB-SAW"
    """
    Metropolitan Borough of Sandwell
    """
    GB_SAY = "GB-SAY"
    """
    South Ayrshire
    """
    GB_SCB = "GB-SCB"
    """
    Scottish Borders
    """
    GB_SCT = "GB-SCT"
    """
    Scotland
    """
    GB_SFK = "GB-SFK"
    """
    Suffolk
    """
    GB_SFT = "GB-SFT"
    """
    Metropolitan Borough of Sefton
    """
    GB_SGC = "GB-SGC"
    """
    South Gloucestershire District
    """
    GB_SHF = "GB-SHF"
    """
    City of Sheffield
    """
    GB_SHN = "GB-SHN"
    """
    Metropolitan Borough of St Helens
    """
    GB_SHR = "GB-SHR"
    """
    Shropshire (district)
    """
    GB_SKP = "GB-SKP"
    """
    Metropolitan Borough of Stockport
    """
    GB_SLF = "GB-SLF"
    """
    City of Salford
    """
    GB_SLG = "GB-SLG"
    """
    Borough of Slough
    """
    GB_SLK = "GB-SLK"
    """
    South Lanarkshire
    """
    GB_SND = "GB-SND"
    """
    City of Sunderland
    """
    GB_SOL = "GB-SOL"
    """
    Metropolitan Borough of Solihull
    """
    GB_SOM = "GB-SOM"
    """
    Somerset
    """
    GB_SOS = "GB-SOS"
    """
    Borough of Southend-on-Sea
    """
    GB_SRY = "GB-SRY"
    """
    Surrey
    """
    GB_STB = "GB-STB"
    """
    Strabane District Council
    """
    GB_STE = "GB-STE"
    """
    Stoke-on-Trent
    """
    GB_STG = "GB-STG"
    """
    Stirling (council area)
    """
    GB_STH = "GB-STH"
    """
    Southampton
    """
    GB_STN = "GB-STN"
    """
    London Borough of Sutton
    """
    GB_STS = "GB-STS"
    """
    Staffordshire
    """
    GB_STT = "GB-STT"
    """
    Borough of Stockton-on-Tees
    """
    GB_STY = "GB-STY"
    """
    Metropolitan Borough of South Tyneside
    """
    GB_SWA = "GB-SWA"
    """
    Swansea
    """
    GB_SWD = "GB-SWD"
    """
    Borough of Swindon
    """
    GB_SWK = "GB-SWK"
    """
    London Borough of Southwark
    """
    GB_TAM = "GB-TAM"
    """
    Metropolitan Borough of Tameside
    """
    GB_TFW = "GB-TFW"
    """
    Telford and Wrekin
    """
    GB_THR = "GB-THR"
    """
    Thurrock
    """
    GB_TOB = "GB-TOB"
    """
    Borough of Torbay
    """
    GB_TOF = "GB-TOF"
    """
    Torfaen
    """
    GB_TRF = "GB-TRF"
    """
    Metropolitan Borough of Trafford
    """
    GB_TWH = "GB-TWH"
    """
    London Borough of Tower Hamlets
    """
    GB_UKM = "GB-UKM"
    """
    United Kingdom
    """
    GB_VGL = "GB-VGL"
    """
    Vale of Glamorgan County Borough
    """
    GB_WAR = "GB-WAR"
    """
    Warwickshire
    """
    GB_WBK = "GB-WBK"
    """
    West Berkshire District
    """
    GB_WDU = "GB-WDU"
    """
    West Dunbartonshire
    """
    GB_WFT = "GB-WFT"
    """
    London Borough of Waltham Forest
    """
    GB_WGN = "GB-WGN"
    """
    Metropolitan Borough of Wigan
    """
    GB_WIL = "GB-WIL"
    """
    Wiltshire
    """
    GB_WKF = "GB-WKF"
    """
    City of Wakefield
    """
    GB_WLL = "GB-WLL"
    """
    Metropolitan Borough of Walsall
    """
    GB_WLN = "GB-WLN"
    """
    West Lothian
    """
    GB_WLS = "GB-WLS"
    """
    Wales
    """
    GB_WLV = "GB-WLV"
    """
    Wolverhampton
    """
    GB_WND = "GB-WND"
    """
    London Borough of Wandsworth
    """
    GB_WNM = "GB-WNM"
    """
    Royal Borough of Windsor and Maidenhead
    """
    GB_WOK = "GB-WOK"
    """
    Borough of Wokingham
    """
    GB_WOR = "GB-WOR"
    """
    Worcestershire
    """
    GB_WRL = "GB-WRL"
    """
    Metropolitan Borough of Wirral
    """
    GB_WRT = "GB-WRT"
    """
    Borough of Warrington
    """
    GB_WRX = "GB-WRX"
    """
    Wrexham County Borough
    """
    GB_WSM = "GB-WSM"
    """
    City of Westminster
    """
    GB_WSX = "GB-WSX"
    """
    West Sussex
    """
    GB_YOR = "GB-YOR"
    """
    City of York
    """
    GB_ZET = "GB-ZET"
    """
    Shetland Islands
    """
    GD_01 = "GD-01"
    """
    Saint Andrew Parish, Grenada
    """
    GD_02 = "GD-02"
    """
    Saint David Parish, Grenada
    """
    GD_03 = "GD-03"
    """
    Saint George Parish, Grenada
    """
    GD_04 = "GD-04"
    """
    Saint John Parish, Grenada
    """
    GD_05 = "GD-05"
    """
    Saint Mark Parish, Grenada
    """
    GD_06 = "GD-06"
    """
    Saint Patrick Parish, Grenada
    """
    GD_10 = "GD-10"
    """
    Carriacou and Petite Martinique
    """
    GE_25 = "GE-25"
    """
    Kaspi Municipality
    """
    GE_29 = "GE-29"
    """
    Khelvachauri Municipality
    """
    GE_37 = "GE-37"
    """
    Marneuli Municipality
    """
    GE_44 = "GE-44"
    """
    Ozurgeti Municipality
    """
    GE_50 = "GE-50"
    """
    Senaki Municipality
    """
    GE_AJ = "GE-AJ"
    """
    Adjara
    """
    GE_GU = "GE-GU"
    """
    Guria
    """
    GE_IM = "GE-IM"
    """
    Imereti
    """
    GE_KA = "GE-KA"
    """
    Kakheti
    """
    GE_KK = "GE-KK"
    """
    Kvemo Kartli
    """
    GE_MM = "GE-MM"
    """
    Mtskheta-Mtianeti
    """
    GE_RL = "GE-RL"
    """
    Racha-Lechkhumi and Kvemo Svaneti
    """
    GE_SJ = "GE-SJ"
    """
    Samtskhe-Javakheti
    """
    GE_SK = "GE-SK"
    """
    Shida Kartli
    """
    GE_SZ = "GE-SZ"
    """
    Samegrelo-Zemo Svaneti
    """
    GE_TB = "GE-TB"
    """
    Tbilisi
    """
    GH_AA = "GH-AA"
    """
    Greater Accra Region
    """
    GH_AH = "GH-AH"
    """
    Ashanti Region
    """
    GH_BA = "GH-BA"
    """
    Brong Ahafo Region
    """
    GH_CP = "GH-CP"
    """
    Central Region (Ghana)
    """
    GH_EP = "GH-EP"
    """
    Eastern Region (Ghana)
    """
    GH_NP = "GH-NP"
    """
    Northern Region (Ghana)
    """
    GH_SV = "GH-SV"
    """
    Savannah Region
    """
    GH_TV = "GH-TV"
    """
    Volta Region
    """
    GH_UE = "GH-UE"
    """
    Upper East Region (Ghana)
    """
    GH_UW = "GH-UW"
    """
    Upper West Region (Ghana)
    """
    GH_WN = "GH-WN"
    """
    Western North Region
    """
    GH_WP = "GH-WP"
    """
    Western Region (Ghana)
    """
    GL_AV = "GL-AV"
    """
    Avannaata
    """
    GL_KU = "GL-KU"
    """
    Kujalleq
    """
    GL_QA = "GL-QA"
    """
    Qaasuitsup
    """
    GL_QE = "GL-QE"
    """
    Qeqqata
    """
    GL_QT = "GL-QT"
    """
    Qeqertalik
    """
    GL_SM = "GL-SM"
    """
    Sermersooq
    """
    GM_B = "GM-B"
    """
    Banjul
    """
    GN_B = "GN-B"
    """
    Boké Region
    """
    GN_C = "GN-C"
    """
    Conakry
    """
    GN_DB = "GN-DB"
    """
    Dabola Prefecture
    """
    GN_DI = "GN-DI"
    """
    Dinguiraye Prefecture
    """
    GN_FO = "GN-FO"
    """
    Forécariah
    """
    GN_GA = "GN-GA"
    """
    Gaoual Prefecture
    """
    GN_GU = "GN-GU"
    """
    Guéckédou Prefecture
    """
    GN_KE = "GN-KE"
    """
    Kérouané Prefecture
    """
    GN_LE = "GN-LE"
    """
    Lélouma Prefecture
    """
    GN_ML = "GN-ML"
    """
    Préfecture de Mali
    """
    GN_SI = "GN-SI"
    """
    Siguiri Prefecture
    """
    GN_YO = "GN-YO"
    """
    Yomou
    """
    GQ_AN = "GQ-AN"
    """
    Annobón
    """
    GQ_BN = "GQ-BN"
    """
    Bioko Norte
    """
    GQ_BS = "GQ-BS"
    """
    Bioko Sur
    """
    GQ_C = "GQ-C"
    """
    Río Muni
    """
    GQ_CS = "GQ-CS"
    """
    Centro Sur
    """
    GQ_DJ = "GQ-DJ"
    """
    Djibloho
    """
    GQ_KN = "GQ-KN"
    """
    Kié-Ntem Province
    """
    GQ_LI = "GQ-LI"
    """
    Litoral
    """
    GQ_WN = "GQ-WN"
    """
    Wele-Nzas
    """
    GR_01 = "GR-01"
    """
    Aetolia-Acarnania
    """
    GR_03 = "GR-03"
    """
    Boeotia
    """
    GR_04 = "GR-04"
    """
    Euboea Regional Unit
    """
    GR_05 = "GR-05"
    """
    Evrytania
    """
    GR_06 = "GR-06"
    """
    Phthiotis
    """
    GR_07 = "GR-07"
    """
    Phocis
    """
    GR_11 = "GR-11"
    """
    Argolis
    """
    GR_12 = "GR-12"
    """
    Arcadia, Peloponnese
    """
    GR_13 = "GR-13"
    """
    Achaea
    """
    GR_14 = "GR-14"
    """
    Elis Regional Unit
    """
    GR_15 = "GR-15"
    """
    Corinthia
    """
    GR_16 = "GR-16"
    """
    Laconia
    """
    GR_17 = "GR-17"
    """
    Messenia
    """
    GR_21 = "GR-21"
    """
    Zakynthos
    """
    GR_22 = "GR-22"
    """
    Corfu
    """
    GR_24 = "GR-24"
    """
    Lefkada Regional Unit
    """
    GR_31 = "GR-31"
    """
    Arta Prefecture
    """
    GR_32 = "GR-32"
    """
    Thesprotia Prefecture
    """
    GR_33 = "GR-33"
    """
    Ioannina Prefecture
    """
    GR_34 = "GR-34"
    """
    Preveza Prefecture
    """
    GR_41 = "GR-41"
    """
    Karditsa Prefecture
    """
    GR_42 = "GR-42"
    """
    Larissa Prefecture
    """
    GR_43 = "GR-43"
    """
    Magnesia Prefecture, Greece
    """
    GR_44 = "GR-44"
    """
    Trikala Prefecture
    """
    GR_51 = "GR-51"
    """
    Grevena Prefecture
    """
    GR_52 = "GR-52"
    """
    Drama Prefecture
    """
    GR_53 = "GR-53"
    """
    Imathia
    """
    GR_54 = "GR-54"
    """
    Thessaloniki Prefecture
    """
    GR_55 = "GR-55"
    """
    Kavala Prefecture
    """
    GR_56 = "GR-56"
    """
    Kastoria
    """
    GR_57 = "GR-57"
    """
    Kilkis Prefecture
    """
    GR_58 = "GR-58"
    """
    Kozani Regional Unit
    """
    GR_59 = "GR-59"
    """
    Pella Prefecture
    """
    GR_61 = "GR-61"
    """
    Pieria
    """
    GR_62 = "GR-62"
    """
    Serres Prefecture
    """
    GR_63 = "GR-63"
    """
    Florina Prefecture
    """
    GR_64 = "GR-64"
    """
    Chalkidiki
    """
    GR_71 = "GR-71"
    """
    Evros (regional unit)
    """
    GR_72 = "GR-72"
    """
    Xanthi Prefecture
    """
    GR_73 = "GR-73"
    """
    Rhodope Prefecture
    """
    GR_82 = "GR-82"
    """
    Cyclades Prefecture
    """
    GR_83 = "GR-83"
    """
    Lesbos
    """
    GR_84 = "GR-84"
    """
    Samos Island
    """
    GR_85 = "GR-85"
    """
    Chios
    """
    GR_91 = "GR-91"
    """
    Heraklion Prefecture
    """
    GR_92 = "GR-92"
    """
    Lasithi Prefecture
    """
    GR_93 = "GR-93"
    """
    Rethymno Prefecture
    """
    GR_94 = "GR-94"
    """
    Chania Regional Unit
    """
    GR_A = "GR-A"
    """
    Eastern Macedonia and Thrace
    """
    GR_A2 = "GR-A2"
    """
    East Attica
    """
    GR_B = "GR-B"
    """
    Central Macedonia
    """
    GR_C = "GR-C"
    """
    West Macedonia
    """
    GR_D = "GR-D"
    """
    Epirus (region)
    """
    GR_E = "GR-E"
    """
    Thessalia
    """
    GR_F = "GR-F"
    """
    Ionian Islands
    """
    GR_G = "GR-G"
    """
    Western Greece
    """
    GR_H = "GR-H"
    """
    Central Greece Region
    """
    GR_I = "GR-I"
    """
    Attica
    """
    GR_J = "GR-J"
    """
    Peloponnese Region
    """
    GR_K = "GR-K"
    """
    North Aegean
    """
    GR_L = "GR-L"
    """
    South Aegean
    """
    GT_01 = "GT-01"
    """
    Guatemala Department
    """
    GT_02 = "GT-02"
    """
    El Progreso Department
    """
    GT_03 = "GT-03"
    """
    Sacatepéquez Department
    """
    GT_04 = "GT-04"
    """
    Chimaltenango Department
    """
    GT_05 = "GT-05"
    """
    Escuintla Department
    """
    GT_06 = "GT-06"
    """
    Santa Rosa Department (Guatemala)
    """
    GT_07 = "GT-07"
    """
    Sololá Department
    """
    GT_08 = "GT-08"
    """
    Totonicapán Department
    """
    GT_09 = "GT-09"
    """
    Quetzaltenango Department
    """
    GT_10 = "GT-10"
    """
    Suchitepéquez Department
    """
    GT_11 = "GT-11"
    """
    Retalhuleu Department
    """
    GT_12 = "GT-12"
    """
    San Marcos Department
    """
    GT_13 = "GT-13"
    """
    Huehuetenango Department
    """
    GT_14 = "GT-14"
    """
    Quiché Department
    """
    GT_15 = "GT-15"
    """
    Baja Verapaz Department
    """
    GT_16 = "GT-16"
    """
    Alta Verapaz Department
    """
    GT_17 = "GT-17"
    """
    Petén Department
    """
    GT_18 = "GT-18"
    """
    Izabal Department
    """
    GT_19 = "GT-19"
    """
    Zacapa Department
    """
    GT_20 = "GT-20"
    """
    Chiquimula Department
    """
    GT_21 = "GT-21"
    """
    Jalapa Department
    """
    GT_22 = "GT-22"
    """
    Jutiapa Department
    """
    GW_BA = "GW-BA"
    """
    Bafatá Region
    """
    GW_BM = "GW-BM"
    """
    Biombo Region
    """
    GW_BS = "GW-BS"
    """
    Bissau
    """
    GW_CA = "GW-CA"
    """
    Cacheu Region
    """
    GW_GA = "GW-GA"
    """
    Gabú Region
    """
    GW_L = "GW-L"
    """
    Eastern Province (Guinea-Bissau)
    """
    GW_N = "GW-N"
    """
    Northern Province (Guinea-Bissau)
    """
    GW_OI = "GW-OI"
    """
    Oio Region
    """
    GW_QU = "GW-QU"
    """
    Quinara Region
    """
    GW_S = "GW-S"
    """
    Southern Province (Guinea-Bissau)
    """
    GW_TO = "GW-TO"
    """
    Tombali Region
    """
    GY_BA = "GY-BA"
    """
    Barima-Waini
    """
    GY_CU = "GY-CU"
    """
    Cuyuni-Mazaruni
    """
    GY_DE = "GY-DE"
    """
    Demerara-Mahaica
    """
    GY_EB = "GY-EB"
    """
    East Berbice-Corentyne
    """
    GY_ES = "GY-ES"
    """
    Essequibo Islands-West Demerara
    """
    GY_MA = "GY-MA"
    """
    Mahaica-Berbice
    """
    GY_PM = "GY-PM"
    """
    Pomeroon-Supenaam
    """
    GY_PT = "GY-PT"
    """
    Potaro-Siparuni
    """
    GY_UD = "GY-UD"
    """
    Upper Demerara-Berbice
    """
    GY_UT = "GY-UT"
    """
    Upper Takutu-Upper Essequibo
    """
    HN_AT = "HN-AT"
    """
    Atlántida Department
    """
    HN_CH = "HN-CH"
    """
    Choluteca Department
    """
    HN_CL = "HN-CL"
    """
    Colón Department
    """
    HN_CM = "HN-CM"
    """
    Comayagua Department
    """
    HN_CP = "HN-CP"
    """
    Copán Department
    """
    HN_CR = "HN-CR"
    """
    Cortés Department
    """
    HN_EP = "HN-EP"
    """
    El Paraíso Department
    """
    HN_FM = "HN-FM"
    """
    Francisco Morazán Department
    """
    HN_GD = "HN-GD"
    """
    Gracias a Dios Department
    """
    HN_IB = "HN-IB"
    """
    Bay Islands Department
    """
    HN_IN = "HN-IN"
    """
    Intibucá Department
    """
    HN_LE = "HN-LE"
    """
    Lempira Department
    """
    HN_LP = "HN-LP"
    """
    La Paz Department, Honduras
    """
    HN_OC = "HN-OC"
    """
    Ocotepeque Department
    """
    HN_OL = "HN-OL"
    """
    Olancho Department
    """
    HN_SB = "HN-SB"
    """
    Santa Bárbara Department, Honduras
    """
    HN_VA = "HN-VA"
    """
    Valle Department
    """
    HN_YO = "HN-YO"
    """
    Yoro Department
    """
    HR_01 = "HR-01"
    """
    Zagreb County
    """
    HR_02 = "HR-02"
    """
    Krapina-Zagorje County
    """
    HR_03 = "HR-03"
    """
    Sisak-Moslavina County
    """
    HR_04 = "HR-04"
    """
    Karlovac County
    """
    HR_05 = "HR-05"
    """
    Varaždin County
    """
    HR_06 = "HR-06"
    """
    Koprivnica-Križevci County
    """
    HR_07 = "HR-07"
    """
    Bjelovar-Bilogora County
    """
    HR_08 = "HR-08"
    """
    Primorje-Gorski Kotar County
    """
    HR_09 = "HR-09"
    """
    Lika-Senj County
    """
    HR_10 = "HR-10"
    """
    Virovitica-Podravina County
    """
    HR_11 = "HR-11"
    """
    Požega-Slavonia County
    """
    HR_12 = "HR-12"
    """
    Brod-Posavina County
    """
    HR_13 = "HR-13"
    """
    Zadar County
    """
    HR_14 = "HR-14"
    """
    Osijek-Baranja County
    """
    HR_15 = "HR-15"
    """
    Šibenik-Knin County
    """
    HR_16 = "HR-16"
    """
    Vukovar-Syrmia County
    """
    HR_17 = "HR-17"
    """
    Split-Dalmatia County
    """
    HR_18 = "HR-18"
    """
    Istria County
    """
    HR_19 = "HR-19"
    """
    Dubrovnik-Neretva County
    """
    HR_20 = "HR-20"
    """
    Međimurje County
    """
    HR_21 = "HR-21"
    """
    Zagreb
    """
    HT_AR = "HT-AR"
    """
    Artibonite (department)
    """
    HT_CE = "HT-CE"
    """
    Centre (department)
    """
    HT_GA = "HT-GA"
    """
    Grand'Anse (department)
    """
    HT_ND = "HT-ND"
    """
    Nord (Haitian department)
    """
    HT_NE = "HT-NE"
    """
    Nord-Est (department)
    """
    HT_NI = "HT-NI"
    """
    Nippes (department)
    """
    HT_NO = "HT-NO"
    """
    Nord-Ouest (department)
    """
    HT_OU = "HT-OU"
    """
    Ouest (department)
    """
    HT_SD = "HT-SD"
    """
    Sud (department)
    """
    HT_SE = "HT-SE"
    """
    Sud-Est (department)
    """
    HU_BA = "HU-BA"
    """
    Baranya County
    """
    HU_BC = "HU-BC"
    """
    Békéscsaba
    """
    HU_BE = "HU-BE"
    """
    Békés County
    """
    HU_BK = "HU-BK"
    """
    Bács-Kiskun County
    """
    HU_BU = "HU-BU"
    """
    Budapest
    """
    HU_BZ = "HU-BZ"
    """
    Borsod-Abaúj-Zemplén County
    """
    HU_CS = "HU-CS"
    """
    Csongrád-Csanád County
    """
    HU_DE = "HU-DE"
    """
    Debrecen
    """
    HU_DU = "HU-DU"
    """
    Dunaújváros
    """
    HU_EG = "HU-EG"
    """
    Eger
    """
    HU_ER = "HU-ER"
    """
    Érd
    """
    HU_FE = "HU-FE"
    """
    Fejér County
    """
    HU_GS = "HU-GS"
    """
    Győr-Moson-Sopron County
    """
    HU_GY = "HU-GY"
    """
    Győr
    """
    HU_HB = "HU-HB"
    """
    Hajdú-Bihar County
    """
    HU_HE = "HU-HE"
    """
    Heves County
    """
    HU_HV = "HU-HV"
    """
    Hódmezővásárhely
    """
    HU_JN = "HU-JN"
    """
    Jász-Nagykun-Szolnok County
    """
    HU_KE = "HU-KE"
    """
    Komárom-Esztergom County
    """
    HU_KM = "HU-KM"
    """
    Kecskemét
    """
    HU_KV = "HU-KV"
    """
    Kaposvár
    """
    HU_MI = "HU-MI"
    """
    Miskolc
    """
    HU_NK = "HU-NK"
    """
    Nagykanizsa
    """
    HU_NO = "HU-NO"
    """
    Nógrád County
    """
    HU_NY = "HU-NY"
    """
    Nyíregyháza
    """
    HU_PE = "HU-PE"
    """
    Pest County
    """
    HU_PS = "HU-PS"
    """
    Pécs
    """
    HU_SD = "HU-SD"
    """
    Szeged
    """
    HU_SF = "HU-SF"
    """
    Székesfehérvár
    """
    HU_SH = "HU-SH"
    """
    Szombathely
    """
    HU_SK = "HU-SK"
    """
    Szolnok
    """
    HU_SN = "HU-SN"
    """
    Sopron
    """
    HU_SO = "HU-SO"
    """
    Somogy County
    """
    HU_SS = "HU-SS"
    """
    Szekszárd
    """
    HU_ST = "HU-ST"
    """
    Salgótarján
    """
    HU_SZ = "HU-SZ"
    """
    Szabolcs-Szatmár-Bereg County
    """
    HU_TB = "HU-TB"
    """
    Tatabánya
    """
    HU_TO = "HU-TO"
    """
    Tolna County
    """
    HU_VA = "HU-VA"
    """
    Vas County
    """
    HU_VE = "HU-VE"
    """
    Veszprém County
    """
    HU_VM = "HU-VM"
    """
    Veszprém
    """
    HU_ZA = "HU-ZA"
    """
    Zala County
    """
    HU_ZE = "HU-ZE"
    """
    Zalaegerszeg
    """
    ID_AC = "ID-AC"
    """
    Aceh
    """
    ID_BA = "ID-BA"
    """
    Bali
    """
    ID_BB = "ID-BB"
    """
    Bangka Belitung Islands
    """
    ID_BE = "ID-BE"
    """
    Bengkulu
    """
    ID_BT = "ID-BT"
    """
    Banten
    """
    ID_GO = "ID-GO"
    """
    Gorontalo
    """
    ID_JA = "ID-JA"
    """
    Jambi
    """
    ID_JB = "ID-JB"
    """
    West Java
    """
    ID_JI = "ID-JI"
    """
    East Java
    """
    ID_JK = "ID-JK"
    """
    Jakarta
    """
    ID_JT = "ID-JT"
    """
    Central Java
    """
    ID_KA = "ID-KA"
    """
    Kalimantan
    """
    ID_KB = "ID-KB"
    """
    West Kalimantan
    """
    ID_KI = "ID-KI"
    """
    East Kalimantan
    """
    ID_KR = "ID-KR"
    """
    Riau Islands
    """
    ID_KS = "ID-KS"
    """
    South Kalimantan
    """
    ID_KT = "ID-KT"
    """
    Central Kalimantan
    """
    ID_KU = "ID-KU"
    """
    North Kalimantan
    """
    ID_LA = "ID-LA"
    """
    Lampung
    """
    ID_MA = "ID-MA"
    """
    Maluku
    """
    ID_ML = "ID-ML"
    """
    Moluccas
    """
    ID_MU = "ID-MU"
    """
    North Maluku
    """
    ID_NB = "ID-NB"
    """
    West Nusa Tenggara
    """
    ID_NT = "ID-NT"
    """
    East Nusa Tenggara
    """
    ID_NU = "ID-NU"
    """
    Lesser Sunda Islands
    """
    ID_PA = "ID-PA"
    """
    Papua (province)
    """
    ID_PB = "ID-PB"
    """
    West Papua (province)
    """
    ID_PD = "ID-PD"
    """
    Southwest Papua
    """
    ID_PP = "ID-PP"
    """
    Western New Guinea
    """
    ID_RI = "ID-RI"
    """
    Riau
    """
    ID_SA = "ID-SA"
    """
    North Sulawesi
    """
    ID_SB = "ID-SB"
    """
    West Sumatra
    """
    ID_SG = "ID-SG"
    """
    Southeast Sulawesi
    """
    ID_SL = "ID-SL"
    """
    Sulawesi
    """
    ID_SM = "ID-SM"
    """
    Sumatra
    """
    ID_SN = "ID-SN"
    """
    South Sulawesi
    """
    ID_SR = "ID-SR"
    """
    West Sulawesi
    """
    ID_SS = "ID-SS"
    """
    South Sumatra
    """
    ID_ST = "ID-ST"
    """
    Central Sulawesi
    """
    ID_SU = "ID-SU"
    """
    North Sumatra
    """
    ID_YO = "ID-YO"
    """
    Yogyakarta (Special Region)
    """
    IE_C = "IE-C"
    """
    Connacht
    """
    IE_CE = "IE-CE"
    """
    County Clare
    """
    IE_CN = "IE-CN"
    """
    County Cavan
    """
    IE_CO = "IE-CO"
    """
    County Cork
    """
    IE_CW = "IE-CW"
    """
    County Carlow
    """
    IE_D = "IE-D"
    """
    County Dublin
    """
    IE_DL = "IE-DL"
    """
    County Donegal
    """
    IE_G = "IE-G"
    """
    County Galway
    """
    IE_KE = "IE-KE"
    """
    County Kildare
    """
    IE_KK = "IE-KK"
    """
    County Kilkenny
    """
    IE_KY = "IE-KY"
    """
    County Kerry
    """
    IE_L = "IE-L"
    """
    Leinster
    """
    IE_LD = "IE-LD"
    """
    County Longford
    """
    IE_LH = "IE-LH"
    """
    County Louth
    """
    IE_LK = "IE-LK"
    """
    County Limerick
    """
    IE_LM = "IE-LM"
    """
    County Leitrim
    """
    IE_LS = "IE-LS"
    """
    County Laois
    """
    IE_M = "IE-M"
    """
    Munster, Ireland
    """
    IE_MH = "IE-MH"
    """
    County Meath
    """
    IE_MN = "IE-MN"
    """
    County Monaghan
    """
    IE_MO = "IE-MO"
    """
    County Mayo
    """
    IE_OY = "IE-OY"
    """
    County Offaly
    """
    IE_RN = "IE-RN"
    """
    County Roscommon
    """
    IE_SO = "IE-SO"
    """
    County Sligo
    """
    IE_TA = "IE-TA"
    """
    County Tipperary
    """
    IE_U = "IE-U"
    """
    Ulster
    """
    IE_WD = "IE-WD"
    """
    County Waterford
    """
    IE_WH = "IE-WH"
    """
    County Westmeath
    """
    IE_WW = "IE-WW"
    """
    County Wicklow
    """
    IE_WX = "IE-WX"
    """
    County Wexford
    """
    IL_D = "IL-D"
    """
    South District (Israel)
    """
    IL_HA = "IL-HA"
    """
    Haifa District
    """
    IL_JM = "IL-JM"
    """
    Jerusalem District
    """
    IL_M = "IL-M"
    """
    Central District (Israel)
    """
    IL_TA = "IL-TA"
    """
    Tel Aviv District
    """
    IL_Z = "IL-Z"
    """
    North District (Israel)
    """
    IN_AN = "IN-AN"
    """
    Andaman and Nicobar Islands
    """
    IN_AP = "IN-AP"
    """
    Andhra Pradesh
    """
    IN_AR = "IN-AR"
    """
    Arunachal Pradesh
    """
    IN_AS = "IN-AS"
    """
    Assam
    """
    IN_BR = "IN-BR"
    """
    Bihar
    """
    IN_CG = "IN-CG"
    """
    Chhattisgarh
    """
    IN_CH = "IN-CH"
    """
    Chandigarh
    """
    IN_DD = "IN-DD"
    """
    Daman and Diu
    """
    IN_DH = "IN-DH"
    """
    Dadra and Nagar Haveli and Daman and Diu
    """
    IN_DN = "IN-DN"
    """
    Dadra and Nagar Haveli district
    """
    IN_GA = "IN-GA"
    """
    Goa
    """
    IN_GJ = "IN-GJ"
    """
    Gujarat
    """
    IN_HP = "IN-HP"
    """
    Himachal Pradesh
    """
    IN_HR = "IN-HR"
    """
    Haryana
    """
    IN_JH = "IN-JH"
    """
    Jharkhand
    """
    IN_JK = "IN-JK"
    """
    Jammu and Kashmir (union territory)
    """
    IN_KA = "IN-KA"
    """
    Karnataka
    """
    IN_KL = "IN-KL"
    """
    Kerala
    """
    IN_LA = "IN-LA"
    """
    Ladakh
    """
    IN_LD = "IN-LD"
    """
    Lakshadweep
    """
    IN_MH = "IN-MH"
    """
    Maharashtra
    """
    IN_ML = "IN-ML"
    """
    Meghalaya
    """
    IN_MN = "IN-MN"
    """
    Manipur
    """
    IN_MP = "IN-MP"
    """
    Madhya Pradesh
    """
    IN_MZ = "IN-MZ"
    """
    Mizoram
    """
    IN_NL = "IN-NL"
    """
    Nagaland
    """
    IN_OD = "IN-OD"
    """
    Odisha
    """
    IN_PB = "IN-PB"
    """
    Punjab, India
    """
    IN_PY = "IN-PY"
    """
    Puducherry (union territory)
    """
    IN_RJ = "IN-RJ"
    """
    Rajasthan
    """
    IN_SK = "IN-SK"
    """
    Sikkim
    """
    IN_TN = "IN-TN"
    """
    Tamil Nadu
    """
    IN_TR = "IN-TR"
    """
    Tripura
    """
    IN_TS = "IN-TS"
    """
    Telangana
    """
    IN_UK = "IN-UK"
    """
    Uttarakhand
    """
    IN_UP = "IN-UP"
    """
    Uttar Pradesh
    """
    IN_WB = "IN-WB"
    """
    West Bengal
    """
    IQ_AN = "IQ-AN"
    """
    Al Anbar Governorate
    """
    IQ_AR = "IQ-AR"
    """
    Arbil Governorate
    """
    IQ_BA = "IQ-BA"
    """
    Basra Governorate
    """
    IQ_BB = "IQ-BB"
    """
    Babylon Governorate
    """
    IQ_BG = "IQ-BG"
    """
    Baghdad Governorate
    """
    IQ_DA = "IQ-DA"
    """
    Dohuk Governorate
    """
    IQ_DI = "IQ-DI"
    """
    Diyala Governorate
    """
    IQ_DQ = "IQ-DQ"
    """
    Dhi Qar Governorate
    """
    IQ_HA = "IQ-HA"
    """
    Halabja Governorate
    """
    IQ_KA = "IQ-KA"
    """
    Karbala Governorate
    """
    IQ_KI = "IQ-KI"
    """
    Kirkuk Governorate
    """
    IQ_MA = "IQ-MA"
    """
    Maysan Governorate
    """
    IQ_MU = "IQ-MU"
    """
    Muthanna Governorate
    """
    IQ_NA = "IQ-NA"
    """
    Najaf Governorate
    """
    IQ_NI = "IQ-NI"
    """
    Nineveh Governorate
    """
    IQ_QA = "IQ-QA"
    """
    Qadisiyyah Governorate
    """
    IQ_SD = "IQ-SD"
    """
    Saladin Governorate
    """
    IQ_SU = "IQ-SU"
    """
    Sulaymaniyah Governorate
    """
    IQ_WA = "IQ-WA"
    """
    Wasit Governorate
    """
    IR_00 = "IR-00"
    """
    Markazi Province
    """
    IR_01 = "IR-01"
    """
    Gilan Province
    """
    IR_02 = "IR-02"
    """
    Mazandaran Province
    """
    IR_03 = "IR-03"
    """
    East Azerbaijan Province
    """
    IR_04 = "IR-04"
    """
    West Azerbaijan Province
    """
    IR_05 = "IR-05"
    """
    Kermanshah Province
    """
    IR_06 = "IR-06"
    """
    Khuzestan Province
    """
    IR_07 = "IR-07"
    """
    Fars Province
    """
    IR_08 = "IR-08"
    """
    Kerman Province
    """
    IR_09 = "IR-09"
    """
    Razavi Khorasan Province
    """
    IR_10 = "IR-10"
    """
    Isfahan Province
    """
    IR_11 = "IR-11"
    """
    Sistan and Baluchestan Province
    """
    IR_12 = "IR-12"
    """
    Kurdistan Province
    """
    IR_13 = "IR-13"
    """
    Hamadan Province
    """
    IR_14 = "IR-14"
    """
    Chaharmahal and Bakhtiari Province
    """
    IR_15 = "IR-15"
    """
    Lorestan Province
    """
    IR_16 = "IR-16"
    """
    Ilam Province
    """
    IR_17 = "IR-17"
    """
    Kohgiluyeh and Boyer-Ahmad Province
    """
    IR_18 = "IR-18"
    """
    Bushehr Province
    """
    IR_19 = "IR-19"
    """
    Zanjan Province
    """
    IR_20 = "IR-20"
    """
    Semnan Province
    """
    IR_21 = "IR-21"
    """
    Yazd Province
    """
    IR_22 = "IR-22"
    """
    Hormozgan Province
    """
    IR_23 = "IR-23"
    """
    Tehran Province
    """
    IR_24 = "IR-24"
    """
    Ardabil Province
    """
    IR_25 = "IR-25"
    """
    Qom Province
    """
    IR_26 = "IR-26"
    """
    Qazvin Province
    """
    IR_27 = "IR-27"
    """
    Golestan Province
    """
    IR_28 = "IR-28"
    """
    North Khorasan Province
    """
    IR_29 = "IR-29"
    """
    South Khorasan Province
    """
    IR_30 = "IR-30"
    """
    Alborz Province
    """
    IS_0 = "IS-0"
    """
    Reykjavík
    """
    IS_2 = "IS-2"
    """
    Suðurnes
    """
    IS_3 = "IS-3"
    """
    Vesturland
    """
    IS_4 = "IS-4"
    """
    Vestfirðir
    """
    IS_5 = "IS-5"
    """
    Norðurland vestra
    """
    IS_6 = "IS-6"
    """
    Norðurland eystra
    """
    IS_7 = "IS-7"
    """
    Austurland
    """
    IS_8 = "IS-8"
    """
    Suðurland
    """
    IS_AKH = "IS-AKH"
    """
    Akrahreppur
    """
    IS_AKN = "IS-AKN"
    """
    Akranes
    """
    IS_AKU = "IS-AKU"
    """
    Akureyri
    """
    IS_ARN = "IS-ARN"
    """
    Árneshreppur
    """
    IS_ASA = "IS-ASA"
    """
    Ásahreppur
    """
    IS_BLA = "IS-BLA"
    """
    Bláskógabyggð
    """
    IS_BLO = "IS-BLO"
    """
    Blönduós
    """
    IS_BOG = "IS-BOG"
    """
    Borgarbyggð
    """
    IS_BOL = "IS-BOL"
    """
    Bolungarvíkurkaupstaður
    """
    IS_DAB = "IS-DAB"
    """
    Dalabyggð
    """
    IS_DAV = "IS-DAV"
    """
    Dalvíkurbyggð
    """
    IS_DJU = "IS-DJU"
    """
    Djúpivogur
    """
    IS_EOM = "IS-EOM"
    """
    Eyja- og Miklaholtshreppur
    """
    IS_EYF = "IS-EYF"
    """
    Eyjafjarðarsveit
    """
    IS_FJD = "IS-FJD"
    """
    Fjarðabyggð
    """
    IS_FJL = "IS-FJL"
    """
    Fjallabyggð
    """
    IS_FLA = "IS-FLA"
    """
    Flóahreppur
    """
    IS_FLD = "IS-FLD"
    """
    Fljótsdalshérað
    """
    IS_FLR = "IS-FLR"
    """
    Fljótsdalshreppur
    """
    IS_GAR = "IS-GAR"
    """
    Garðabær
    """
    IS_GRN = "IS-GRN"
    """
    Grindavíkurbær
    """
    IS_GRU = "IS-GRU"
    """
    Grundarfjarðarbær
    """
    IS_HAF = "IS-HAF"
    """
    Hafnarfjörður
    """
    IS_HUG = "IS-HUG"
    """
    Húnabyggð
    """
    IS_HUV = "IS-HUV"
    """
    Húnaþing vestra
    """
    IS_HVE = "IS-HVE"
    """
    Hveragerði
    """
    IS_KOP = "IS-KOP"
    """
    Kópavogur (city)
    """
    IS_MUL = "IS-MUL"
    """
    Múlaþing
    """
    IS_RGE = "IS-RGE"
    """
    Rangárþing eystra
    """
    IS_RGY = "IS-RGY"
    """
    Rangárþing ytra
    """
    IS_RKV = "IS-RKV"
    """
    Reykjavík
    """
    IS_SDN = "IS-SDN"
    """
    Suðurnesjabær
    """
    IS_SDV = "IS-SDV"
    """
    Súðavíkurhreppur
    """
    IS_SEL = "IS-SEL"
    """
    Seltjarnarnes
    """
    IS_SFA = "IS-SFA"
    """
    Árborg
    """
    IS_SKR = "IS-SKR"
    """
    Sveitarfélagið Skagafjörður
    """
    IS_SOL = "IS-SOL"
    """
    Sveitarfélagið Ölfus
    """
    IS_SSS = "IS-SSS"
    """
    Sveitarfélagið Skagaströnd
    """
    IS_STR = "IS-STR"
    """
    Strandabyggð
    """
    IS_SVG = "IS-SVG"
    """
    Sveitarfélagið Vogar
    """
    IS_TJO = "IS-TJO"
    """
    Tjörneshreppur
    """
    IS_VEM = "IS-VEM"
    """
    Vestmannaeyjar
    """
    IT_21 = "IT-21"
    """
    Piedmont
    """
    IT_23 = "IT-23"
    """
    Aosta Valley
    """
    IT_25 = "IT-25"
    """
    Lombardy
    """
    IT_32 = "IT-32"
    """
    Trentino-South Tyrol
    """
    IT_34 = "IT-34"
    """
    Veneto
    """
    IT_36 = "IT-36"
    """
    Friuli-Venezia Giulia
    """
    IT_42 = "IT-42"
    """
    Liguria
    """
    IT_45 = "IT-45"
    """
    Emilia-Romagna
    """
    IT_52 = "IT-52"
    """
    Tuscany
    """
    IT_55 = "IT-55"
    """
    Umbria
    """
    IT_57 = "IT-57"
    """
    Marche
    """
    IT_62 = "IT-62"
    """
    Lazio
    """
    IT_65 = "IT-65"
    """
    Abruzzo
    """
    IT_67 = "IT-67"
    """
    Molise
    """
    IT_72 = "IT-72"
    """
    Campania
    """
    IT_75 = "IT-75"
    """
    Apulia
    """
    IT_77 = "IT-77"
    """
    Basilicata
    """
    IT_78 = "IT-78"
    """
    Calabria
    """
    IT_82 = "IT-82"
    """
    Sicily
    """
    IT_88 = "IT-88"
    """
    Sardinia
    """
    IT_AG = "IT-AG"
    """
    Province of Agrigento
    """
    IT_AL = "IT-AL"
    """
    Province of Alessandria
    """
    IT_AN = "IT-AN"
    """
    Province of Ancona
    """
    IT_AO = "IT-AO"
    """
    Province of Aosta
    """
    IT_AP = "IT-AP"
    """
    Province of Ascoli Piceno
    """
    IT_AQ = "IT-AQ"
    """
    Province of L'Aquila
    """
    IT_AR = "IT-AR"
    """
    Province of Arezzo
    """
    IT_AT = "IT-AT"
    """
    Province of Asti
    """
    IT_AV = "IT-AV"
    """
    Province of Avellino
    """
    IT_BA = "IT-BA"
    """
    Metropolitan city of Bari
    """
    IT_BG = "IT-BG"
    """
    Province of Bergamo
    """
    IT_BI = "IT-BI"
    """
    Province of Biella
    """
    IT_BL = "IT-BL"
    """
    Province of Belluno
    """
    IT_BN = "IT-BN"
    """
    Province of Benevento
    """
    IT_BO = "IT-BO"
    """
    Metropolitan city of Bologna
    """
    IT_BR = "IT-BR"
    """
    Province of Brindisi
    """
    IT_BS = "IT-BS"
    """
    Province of Brescia
    """
    IT_BT = "IT-BT"
    """
    Province of Barletta-Andria-Trani
    """
    IT_BZ = "IT-BZ"
    """
    South Tyrol
    """
    IT_CA = "IT-CA"
    """
    Metropolitan city of Cagliari
    """
    IT_CB = "IT-CB"
    """
    Province of Campobasso
    """
    IT_CE = "IT-CE"
    """
    Province of Caserta
    """
    IT_CH = "IT-CH"
    """
    Province of Chieti
    """
    IT_CI = "IT-CI"
    """
    Province of Carbonia-Iglesias
    """
    IT_CL = "IT-CL"
    """
    Province of Caltanissetta
    """
    IT_CN = "IT-CN"
    """
    Province of Cuneo
    """
    IT_CO = "IT-CO"
    """
    Province of Como
    """
    IT_CR = "IT-CR"
    """
    Province of Cremona
    """
    IT_CS = "IT-CS"
    """
    Province of Cosenza
    """
    IT_CT = "IT-CT"
    """
    Metropolitan city of Catania
    """
    IT_CZ = "IT-CZ"
    """
    Province of Catanzaro
    """
    IT_EN = "IT-EN"
    """
    Province of Enna
    """
    IT_FC = "IT-FC"
    """
    Province of Forlì-Cesena
    """
    IT_FE = "IT-FE"
    """
    Province of Ferrara
    """
    IT_FG = "IT-FG"
    """
    Province of Foggia
    """
    IT_FI = "IT-FI"
    """
    Metropolitan city of Florence
    """
    IT_FM = "IT-FM"
    """
    Province of Fermo
    """
    IT_FR = "IT-FR"
    """
    Province of Frosinone
    """
    IT_GE = "IT-GE"
    """
    Metropolitan city of Genoa
    """
    IT_GO = "IT-GO"
    """
    Province of Gorizia
    """
    IT_GR = "IT-GR"
    """
    Province of Grosseto
    """
    IT_IM = "IT-IM"
    """
    Province of Imperia
    """
    IT_IS = "IT-IS"
    """
    Province of Isernia
    """
    IT_KR = "IT-KR"
    """
    Province of Crotone
    """
    IT_LC = "IT-LC"
    """
    Province of Lecco
    """
    IT_LE = "IT-LE"
    """
    Province of Lecce
    """
    IT_LI = "IT-LI"
    """
    Province of Livorno
    """
    IT_LO = "IT-LO"
    """
    Province of Lodi
    """
    IT_LT = "IT-LT"
    """
    Province of Latina
    """
    IT_LU = "IT-LU"
    """
    Province of Lucca
    """
    IT_MB = "IT-MB"
    """
    Province of Monza and Brianza
    """
    IT_MC = "IT-MC"
    """
    Province of Macerata
    """
    IT_ME = "IT-ME"
    """
    Metropolitan city of Messina
    """
    IT_MI = "IT-MI"
    """
    Metropolitan city of Milan
    """
    IT_MN = "IT-MN"
    """
    Province of Mantua
    """
    IT_MO = "IT-MO"
    """
    Province of Modena
    """
    IT_MS = "IT-MS"
    """
    Province of Massa‑Carrara
    """
    IT_MT = "IT-MT"
    """
    Province of Matera
    """
    IT_NA = "IT-NA"
    """
    Metropolitan city of Naples
    """
    IT_NO = "IT-NO"
    """
    Province of Novara
    """
    IT_NU = "IT-NU"
    """
    Province of Nuoro
    """
    IT_OG = "IT-OG"
    """
    Province of Ogliastra
    """
    IT_OR = "IT-OR"
    """
    Province of Oristano
    """
    IT_OT = "IT-OT"
    """
    Province of Olbia-Tempio
    """
    IT_PA = "IT-PA"
    """
    Metropolitan city of Palermo
    """
    IT_PC = "IT-PC"
    """
    Province of Piacenza
    """
    IT_PD = "IT-PD"
    """
    Province of Padua
    """
    IT_PE = "IT-PE"
    """
    Province of Pescara
    """
    IT_PG = "IT-PG"
    """
    Province of Perugia
    """
    IT_PI = "IT-PI"
    """
    Province of Pisa
    """
    IT_PN = "IT-PN"
    """
    Province of Pordenone
    """
    IT_PO = "IT-PO"
    """
    Province of Prato
    """
    IT_PR = "IT-PR"
    """
    Province of Parma
    """
    IT_PT = "IT-PT"
    """
    Province of Pistoia
    """
    IT_PU = "IT-PU"
    """
    Province of Pesaro and Urbino
    """
    IT_PV = "IT-PV"
    """
    Province of Pavia
    """
    IT_PZ = "IT-PZ"
    """
    Province of Potenza
    """
    IT_RA = "IT-RA"
    """
    Province of Ravenna
    """
    IT_RC = "IT-RC"
    """
    Metropolitan city of Reggio Calabria
    """
    IT_RE = "IT-RE"
    """
    Province of Reggio Emilia
    """
    IT_RG = "IT-RG"
    """
    Province of Ragusa
    """
    IT_RI = "IT-RI"
    """
    Province of Rieti
    """
    IT_RM = "IT-RM"
    """
    Metropolitan city of Rome
    """
    IT_RN = "IT-RN"
    """
    Province of Rimini
    """
    IT_RO = "IT-RO"
    """
    Province of Rovigo
    """
    IT_SA = "IT-SA"
    """
    Province of Salerno
    """
    IT_SI = "IT-SI"
    """
    Province of Siena
    """
    IT_SO = "IT-SO"
    """
    Province of Sondrio
    """
    IT_SP = "IT-SP"
    """
    Province of La Spezia
    """
    IT_SR = "IT-SR"
    """
    Province of Syracuse
    """
    IT_SS = "IT-SS"
    """
    Province of Sassari
    """
    IT_SU = "IT-SU"
    """
    Province of South Sardinia
    """
    IT_SV = "IT-SV"
    """
    Province of Savona
    """
    IT_TA = "IT-TA"
    """
    Province of Taranto
    """
    IT_TE = "IT-TE"
    """
    Province of Teramo
    """
    IT_TN = "IT-TN"
    """
    Province of Trento
    """
    IT_TO = "IT-TO"
    """
    Metropolitan city of Turin
    """
    IT_TP = "IT-TP"
    """
    Province of Trapani
    """
    IT_TR = "IT-TR"
    """
    Province of Terni
    """
    IT_TS = "IT-TS"
    """
    Province of Trieste
    """
    IT_TV = "IT-TV"
    """
    Province of Treviso
    """
    IT_UD = "IT-UD"
    """
    Province of Udine
    """
    IT_VA = "IT-VA"
    """
    Province of Varese
    """
    IT_VB = "IT-VB"
    """
    Province of Verbano-Cusio-Ossola
    """
    IT_VC = "IT-VC"
    """
    Province of Vercelli
    """
    IT_VE = "IT-VE"
    """
    Metropolitan city of Venice
    """
    IT_VI = "IT-VI"
    """
    Province of Vicenza
    """
    IT_VR = "IT-VR"
    """
    Province of Verona
    """
    IT_VS = "IT-VS"
    """
    Province of Medio Campidano
    """
    IT_VT = "IT-VT"
    """
    Province of Viterbo
    """
    IT_VV = "IT-VV"
    """
    Province of Vibo Valentia
    """
    JM_02 = "JM-02"
    """
    Saint Andrew Parish, Jamaica
    """
    JM_03 = "JM-03"
    """
    Saint Thomas Parish, Jamaica
    """
    JM_04 = "JM-04"
    """
    Portland Parish
    """
    JM_05 = "JM-05"
    """
    Saint Mary Parish, Jamaica
    """
    JM_06 = "JM-06"
    """
    Saint Ann Parish
    """
    JM_07 = "JM-07"
    """
    Trelawny Parish
    """
    JM_08 = "JM-08"
    """
    Saint James Parish, Jamaica
    """
    JM_09 = "JM-09"
    """
    Hanover Parish
    """
    JM_10 = "JM-10"
    """
    Westmoreland Parish
    """
    JM_11 = "JM-11"
    """
    Saint Elizabeth Parish, Jamaica
    """
    JM_13 = "JM-13"
    """
    Clarendon Parish
    """
    JM_14 = "JM-14"
    """
    Saint Catherine Parish, Jamaica
    """
    JO_AM = "JO-AM"
    """
    Amman Governorate
    """
    JO_AQ = "JO-AQ"
    """
    Aqaba Governorate
    """
    JO_AT = "JO-AT"
    """
    Tafilah Governorate
    """
    JO_AZ = "JO-AZ"
    """
    Az Zarqa
    """
    JO_BA = "JO-BA"
    """
    Balqa Governorate
    """
    JO_IR = "JO-IR"
    """
    Irbid Governorate
    """
    JO_JA = "JO-JA"
    """
    Jerash
    """
    JO_KA = "JO-KA"
    """
    Karak Governorate
    """
    JO_MA = "JO-MA"
    """
    Mafraq Governorate
    """
    JO_MD = "JO-MD"
    """
    Madaba Governorate
    """
    JO_MN = "JO-MN"
    """
    Ma'an Governorate
    """
    JP_01 = "JP-01"
    """
    Hokkaido
    """
    JP_02 = "JP-02"
    """
    Aomori prefecture
    """
    JP_03 = "JP-03"
    """
    Iwate prefecture
    """
    JP_04 = "JP-04"
    """
    Miyagi prefecture
    """
    JP_05 = "JP-05"
    """
    Akita prefecture
    """
    JP_06 = "JP-06"
    """
    Yamagata prefecture
    """
    JP_07 = "JP-07"
    """
    Fukushima prefecture
    """
    JP_08 = "JP-08"
    """
    Ibaraki prefecture
    """
    JP_09 = "JP-09"
    """
    Tochigi prefecture
    """
    JP_10 = "JP-10"
    """
    Gunma prefecture
    """
    JP_11 = "JP-11"
    """
    Saitama prefecture
    """
    JP_12 = "JP-12"
    """
    Chiba prefecture
    """
    JP_13 = "JP-13"
    """
    Tokyo
    """
    JP_14 = "JP-14"
    """
    Kanagawa prefecture
    """
    JP_15 = "JP-15"
    """
    Niigata prefecture
    """
    JP_16 = "JP-16"
    """
    Toyama prefecture
    """
    JP_17 = "JP-17"
    """
    Ishikawa prefecture
    """
    JP_18 = "JP-18"
    """
    Fukui prefecture
    """
    JP_19 = "JP-19"
    """
    Yamanashi prefecture
    """
    JP_20 = "JP-20"
    """
    Nagano prefecture
    """
    JP_21 = "JP-21"
    """
    Gifu prefecture
    """
    JP_22 = "JP-22"
    """
    Shizuoka prefecture
    """
    JP_23 = "JP-23"
    """
    Aichi prefecture
    """
    JP_24 = "JP-24"
    """
    Mie prefecture
    """
    JP_25 = "JP-25"
    """
    Shiga prefecture
    """
    JP_26 = "JP-26"
    """
    Kyoto prefecture
    """
    JP_27 = "JP-27"
    """
    Osaka prefecture
    """
    JP_28 = "JP-28"
    """
    Hyōgo prefecture
    """
    JP_29 = "JP-29"
    """
    Nara prefecture
    """
    JP_30 = "JP-30"
    """
    Wakayama prefecture
    """
    JP_31 = "JP-31"
    """
    Tottori prefecture
    """
    JP_32 = "JP-32"
    """
    Shimane prefecture
    """
    JP_33 = "JP-33"
    """
    Okayama prefecture
    """
    JP_34 = "JP-34"
    """
    Hiroshima prefecture
    """
    JP_35 = "JP-35"
    """
    Yamaguchi prefecture
    """
    JP_36 = "JP-36"
    """
    Tokushima prefecture
    """
    JP_37 = "JP-37"
    """
    Kagawa prefecture
    """
    JP_38 = "JP-38"
    """
    Ehime prefecture
    """
    JP_39 = "JP-39"
    """
    Kōchi prefecture
    """
    JP_40 = "JP-40"
    """
    Fukuoka prefecture
    """
    JP_41 = "JP-41"
    """
    Saga prefecture
    """
    JP_42 = "JP-42"
    """
    Nagasaki prefecture
    """
    JP_43 = "JP-43"
    """
    Kumamoto prefecture
    """
    JP_44 = "JP-44"
    """
    Ōita prefecture
    """
    JP_45 = "JP-45"
    """
    Miyazaki prefecture
    """
    JP_46 = "JP-46"
    """
    Kagoshima prefecture
    """
    JP_47 = "JP-47"
    """
    Okinawa prefecture
    """
    KE_01 = "KE-01"
    """
    Baringo County
    """
    KE_02 = "KE-02"
    """
    Bomet County
    """
    KE_03 = "KE-03"
    """
    Bungoma County
    """
    KE_04 = "KE-04"
    """
    Busia County
    """
    KE_05 = "KE-05"
    """
    Elgeyo-Marakwet County
    """
    KE_06 = "KE-06"
    """
    Embu County
    """
    KE_07 = "KE-07"
    """
    Garissa County
    """
    KE_08 = "KE-08"
    """
    Homa Bay County
    """
    KE_09 = "KE-09"
    """
    Isiolo County
    """
    KE_10 = "KE-10"
    """
    Kajiado County
    """
    KE_11 = "KE-11"
    """
    Kakamega County
    """
    KE_110 = "KE-110"
    """
    Nairobi
    """
    KE_12 = "KE-12"
    """
    Kericho County
    """
    KE_13 = "KE-13"
    """
    Kiambu County
    """
    KE_14 = "KE-14"
    """
    Kilifi County
    """
    KE_15 = "KE-15"
    """
    Kirinyaga County
    """
    KE_16 = "KE-16"
    """
    Kisii County
    """
    KE_17 = "KE-17"
    """
    Kisumu County
    """
    KE_18 = "KE-18"
    """
    Kitui County
    """
    KE_19 = "KE-19"
    """
    Kwale County
    """
    KE_20 = "KE-20"
    """
    Laikipia County
    """
    KE_200 = "KE-200"
    """
    Central Province (Kenya)
    """
    KE_21 = "KE-21"
    """
    Lamu County
    """
    KE_22 = "KE-22"
    """
    Machakos County
    """
    KE_23 = "KE-23"
    """
    Makueni County
    """
    KE_24 = "KE-24"
    """
    Mandera County
    """
    KE_25 = "KE-25"
    """
    Marsabit County
    """
    KE_26 = "KE-26"
    """
    Meru County
    """
    KE_27 = "KE-27"
    """
    Migori County
    """
    KE_28 = "KE-28"
    """
    Mombasa County
    """
    KE_29 = "KE-29"
    """
    Muranga County
    """
    KE_30 = "KE-30"
    """
    Nairobi County
    """
    KE_300 = "KE-300"
    """
    Coast Province (Kenya)
    """
    KE_31 = "KE-31"
    """
    Nakuru County
    """
    KE_32 = "KE-32"
    """
    Nandi County
    """
    KE_33 = "KE-33"
    """
    Narok County
    """
    KE_34 = "KE-34"
    """
    Nyamira County
    """
    KE_35 = "KE-35"
    """
    Nyandarua County
    """
    KE_36 = "KE-36"
    """
    Nyeri County
    """
    KE_37 = "KE-37"
    """
    Samburu County
    """
    KE_38 = "KE-38"
    """
    Siaya County
    """
    KE_39 = "KE-39"
    """
    Taita Taveta County
    """
    KE_40 = "KE-40"
    """
    Tana River County
    """
    KE_400 = "KE-400"
    """
    Eastern Province (Kenya)
    """
    KE_41 = "KE-41"
    """
    Tharaka-Nithi County
    """
    KE_42 = "KE-42"
    """
    Trans-Nzoia County
    """
    KE_43 = "KE-43"
    """
    Turkana County
    """
    KE_44 = "KE-44"
    """
    Uasin-Gishu County
    """
    KE_45 = "KE-45"
    """
    Vihiga County
    """
    KE_46 = "KE-46"
    """
    Wajir County
    """
    KE_47 = "KE-47"
    """
    West Pokot County
    """
    KE_500 = "KE-500"
    """
    North Eastern Province (Kenya)
    """
    KE_600 = "KE-600"
    """
    Nyanza Province
    """
    KE_700 = "KE-700"
    """
    Rift Valley Province
    """
    KE_800 = "KE-800"
    """
    Western Province (Kenya)
    """
    KG_B = "KG-B"
    """
    Batken Region
    """
    KG_C = "KG-C"
    """
    Chüy Region
    """
    KG_GB = "KG-GB"
    """
    Bishkek
    """
    KG_GO = "KG-GO"
    """
    Osh
    """
    KG_J = "KG-J"
    """
    Jalal-Abad Region
    """
    KG_N = "KG-N"
    """
    Naryn Region
    """
    KG_O = "KG-O"
    """
    Osh Region
    """
    KG_T = "KG-T"
    """
    Talas Region
    """
    KG_Y = "KG-Y"
    """
    Issyk-Kul Region
    """
    KH_1 = "KH-1"
    """
    Banteay Meanchey Province
    """
    KH_10 = "KH-10"
    """
    Kratié Province
    """
    KH_11 = "KH-11"
    """
    Mondulkiri Province
    """
    KH_12 = "KH-12"
    """
    Phnom Penh
    """
    KH_13 = "KH-13"
    """
    Preah Vihear Province
    """
    KH_14 = "KH-14"
    """
    Prey Veng Province
    """
    KH_15 = "KH-15"
    """
    Pursat Province
    """
    KH_16 = "KH-16"
    """
    Ratanakiri Province
    """
    KH_17 = "KH-17"
    """
    Siem Reap Province
    """
    KH_18 = "KH-18"
    """
    Sihanoukville Province
    """
    KH_19 = "KH-19"
    """
    Stung Treng Province
    """
    KH_2 = "KH-2"
    """
    Battambang Province
    """
    KH_20 = "KH-20"
    """
    Svay Rieng Province
    """
    KH_21 = "KH-21"
    """
    Takeo Province
    """
    KH_22 = "KH-22"
    """
    Oddar Meancheay Province
    """
    KH_23 = "KH-23"
    """
    Kep
    """
    KH_24 = "KH-24"
    """
    Pailin
    """
    KH_25 = "KH-25"
    """
    Tbong Khmum Province
    """
    KH_3 = "KH-3"
    """
    Kampong Cham Province
    """
    KH_4 = "KH-4"
    """
    Kampong Chhnang Province
    """
    KH_5 = "KH-5"
    """
    Kampong Speu Province
    """
    KH_6 = "KH-6"
    """
    Kampong Thom Province
    """
    KH_7 = "KH-7"
    """
    Kampot Province
    """
    KH_8 = "KH-8"
    """
    Kandal Province
    """
    KH_9 = "KH-9"
    """
    Koh Kong Province
    """
    KI_G = "KI-G"
    """
    Gilbert Islands
    """
    KI_L = "KI-L"
    """
    Line Islands
    """
    KI_P = "KI-P"
    """
    Phoenix Islands
    """
    KM_A = "KM-A"
    """
    Anjouan
    """
    KM_G = "KM-G"
    """
    Grande Comore
    """
    KM_M = "KM-M"
    """
    Mohéli
    """
    KN_02 = "KN-02"
    """
    Saint Anne Sandy Point
    """
    KN_03 = "KN-03"
    """
    Saint George Basseterre
    """
    KN_04 = "KN-04"
    """
    Saint George Gingerland
    """
    KN_05 = "KN-05"
    """
    Saint James Windward
    """
    KN_06 = "KN-06"
    """
    Saint John Capisterre
    """
    KN_07 = "KN-07"
    """
    Saint John Figtree
    """
    KN_08 = "KN-08"
    """
    Saint Mary Cayon
    """
    KN_09 = "KN-09"
    """
    Saint Paul Capisterre
    """
    KN_10 = "KN-10"
    """
    Saint Paul Charlestown
    """
    KN_11 = "KN-11"
    """
    Saint Peter Basseterre
    """
    KN_12 = "KN-12"
    """
    Saint Thomas Lowland
    """
    KN_13 = "KN-13"
    """
    Saint Thomas Middle Island
    """
    KN_15 = "KN-15"
    """
    Trinity Palmetto Point
    """
    KN_K = "KN-K"
    """
    Saint Kitts
    """
    KN_N = "KN-N"
    """
    Nevis
    """
    KP_01 = "KP-01"
    """
    Pyongyang
    """
    KP_02 = "KP-02"
    """
    Pyongannam-do
    """
    KP_03 = "KP-03"
    """
    Pyonganbuk-to
    """
    KP_04 = "KP-04"
    """
    Chagang-do
    """
    KP_05 = "KP-05"
    """
    Hwanghaenam-do
    """
    KP_06 = "KP-06"
    """
    Hwanghaebuk-to
    """
    KP_07 = "KP-07"
    """
    Kangwon-do
    """
    KP_08 = "KP-08"
    """
    Hamgyongnam-do
    """
    KP_09 = "KP-09"
    """
    Hamgyongbuk-to
    """
    KP_10 = "KP-10"
    """
    Ryanggang-do
    """
    KP_13 = "KP-13"
    """
    Rason
    """
    KP_14 = "KP-14"
    """
    Nampo
    """
    KP_15 = "KP-15"
    """
    Kaesong
    """
    KR_11 = "KR-11"
    """
    Seoul
    """
    KR_26 = "KR-26"
    """
    Busan
    """
    KR_27 = "KR-27"
    """
    Daegu
    """
    KR_28 = "KR-28"
    """
    Incheon
    """
    KR_29 = "KR-29"
    """
    Gwangju
    """
    KR_30 = "KR-30"
    """
    Daejeon
    """
    KR_31 = "KR-31"
    """
    Ulsan
    """
    KR_41 = "KR-41"
    """
    Gyeonggi-do
    """
    KR_42 = "KR-42"
    """
    Gangwon-do
    """
    KR_43 = "KR-43"
    """
    Chungcheongbuk-do
    """
    KR_44 = "KR-44"
    """
    Chungcheongnam-do
    """
    KR_45 = "KR-45"
    """
    Jeollabuk-do
    """
    KR_46 = "KR-46"
    """
    Jeollanam-do
    """
    KR_47 = "KR-47"
    """
    Gyeongsangbuk-do
    """
    KR_48 = "KR-48"
    """
    Gyeongsangnam-do
    """
    KR_49 = "KR-49"
    """
    Jeju-do
    """
    KR_50 = "KR-50"
    """
    Sejong City
    """
    KW_AH = "KW-AH"
    """
    Ahmadi Governorate
    """
    KW_FA = "KW-FA"
    """
    Farwaniya Governorate
    """
    KW_HA = "KW-HA"
    """
    Hawalli Governorate
    """
    KW_JA = "KW-JA"
    """
    Al Jahra Governorate
    """
    KW_KU = "KW-KU"
    """
    Capital Governorate (Kuwait)
    """
    KW_MU = "KW-MU"
    """
    Mubarak Al-Kabeer Governorate
    """
    KZ_10 = "KZ-10"
    """
    Abai Region
    """
    KZ_11 = "KZ-11"
    """
    Akmola Region
    """
    KZ_15 = "KZ-15"
    """
    Aktobe Region
    """
    KZ_19 = "KZ-19"
    """
    Almaty Region
    """
    KZ_23 = "KZ-23"
    """
    Atyrau Region
    """
    KZ_27 = "KZ-27"
    """
    West Kazakhstan Region
    """
    KZ_31 = "KZ-31"
    """
    Jambyl Region
    """
    KZ_33 = "KZ-33"
    """
    Zhetysu Region
    """
    KZ_35 = "KZ-35"
    """
    Karaganda Region
    """
    KZ_39 = "KZ-39"
    """
    Qostanay Province
    """
    KZ_43 = "KZ-43"
    """
    Kyzylorda Region
    """
    KZ_47 = "KZ-47"
    """
    Mangystau Region
    """
    KZ_55 = "KZ-55"
    """
    Pavlodar Region
    """
    KZ_59 = "KZ-59"
    """
    North Kazakhstan Region
    """
    KZ_61 = "KZ-61"
    """
    Turkistan Region
    """
    KZ_62 = "KZ-62"
    """
    Ulytau Region
    """
    KZ_63 = "KZ-63"
    """
    East Kazakhstan Region
    """
    KZ_71 = "KZ-71"
    """
    Astana
    """
    KZ_75 = "KZ-75"
    """
    Almaty
    """
    KZ_79 = "KZ-79"
    """
    Shymkent
    """
    LA_AT = "LA-AT"
    """
    Attapeu Province
    """
    LA_BK = "LA-BK"
    """
    Bokeo Province
    """
    LA_BL = "LA-BL"
    """
    Bolikhamsai Province
    """
    LA_CH = "LA-CH"
    """
    Champasak Province
    """
    LA_HO = "LA-HO"
    """
    Houaphan Province
    """
    LA_KH = "LA-KH"
    """
    Khammouane Province
    """
    LA_LM = "LA-LM"
    """
    Luang Namtha Province
    """
    LA_LP = "LA-LP"
    """
    Luang Prabang Province
    """
    LA_OU = "LA-OU"
    """
    Oudomxay Province
    """
    LA_PH = "LA-PH"
    """
    Phongsali
    """
    LA_SL = "LA-SL"
    """
    Salavan Province
    """
    LA_SV = "LA-SV"
    """
    Savannakhet Province
    """
    LA_VI = "LA-VI"
    """
    Vientiane Province
    """
    LA_VT = "LA-VT"
    """
    Vientiane Prefecture
    """
    LA_XA = "LA-XA"
    """
    Sainyabuli Province
    """
    LA_XE = "LA-XE"
    """
    Sekong Province
    """
    LA_XI = "LA-XI"
    """
    Xiangkhouang Province
    """
    LB_AK = "LB-AK"
    """
    Akkar Governorate
    """
    LB_AS = "LB-AS"
    """
    North Governorate
    """
    LB_BA = "LB-BA"
    """
    Beirut Governorate
    """
    LB_BH = "LB-BH"
    """
    Baalbek-Hermel Governorate
    """
    LB_BI = "LB-BI"
    """
    Beqaa Governorate
    """
    LB_JA = "LB-JA"
    """
    South Governorate
    """
    LB_JL = "LB-JL"
    """
    Mount Lebanon Governorate
    """
    LB_NA = "LB-NA"
    """
    Nabatieh Governorate
    """
    LC_01 = "LC-01"
    """
    Anse La Raye Quarter
    """
    LC_02 = "LC-02"
    """
    Castries Quarter
    """
    LC_03 = "LC-03"
    """
    Choiseul Quarter
    """
    LC_04 = "LC-04"
    """
    Dauphin Quarter
    """
    LC_05 = "LC-05"
    """
    Dennery Quarter
    """
    LC_06 = "LC-06"
    """
    Gros Islet Quarter
    """
    LC_07 = "LC-07"
    """
    Laborie Quarter
    """
    LC_08 = "LC-08"
    """
    Micoud Quarter
    """
    LC_09 = "LC-09"
    """
    Praslin Quarter
    """
    LC_10 = "LC-10"
    """
    Soufrière Quarter
    """
    LC_11 = "LC-11"
    """
    Vieux-Fort
    """
    LC_12 = "LC-12"
    """
    Canaries, Saint Lucia
    """
    LI_01 = "LI-01"
    """
    Balzers
    """
    LI_02 = "LI-02"
    """
    Eschen
    """
    LI_03 = "LI-03"
    """
    Gamprin
    """
    LI_04 = "LI-04"
    """
    Mauren
    """
    LI_05 = "LI-05"
    """
    Planken
    """
    LI_06 = "LI-06"
    """
    Ruggell
    """
    LI_07 = "LI-07"
    """
    Schaan
    """
    LI_08 = "LI-08"
    """
    Schellenberg
    """
    LI_09 = "LI-09"
    """
    Triesen
    """
    LI_10 = "LI-10"
    """
    Triesenberg
    """
    LI_11 = "LI-11"
    """
    Vaduz
    """
    LK_1 = "LK-1"
    """
    Western Province, Sri Lanka
    """
    LK_11 = "LK-11"
    """
    Colombo District
    """
    LK_12 = "LK-12"
    """
    Gampaha District
    """
    LK_13 = "LK-13"
    """
    Kalutara District
    """
    LK_2 = "LK-2"
    """
    Central Province, Sri Lanka
    """
    LK_21 = "LK-21"
    """
    Kandy District
    """
    LK_22 = "LK-22"
    """
    Matale District
    """
    LK_23 = "LK-23"
    """
    Nuwara Eliya District
    """
    LK_3 = "LK-3"
    """
    Southern Province, Sri Lanka
    """
    LK_31 = "LK-31"
    """
    Galle District
    """
    LK_32 = "LK-32"
    """
    Matara District
    """
    LK_33 = "LK-33"
    """
    Hambantota District
    """
    LK_4 = "LK-4"
    """
    Northern Province, Sri Lanka
    """
    LK_41 = "LK-41"
    """
    Jaffna District
    """
    LK_42 = "LK-42"
    """
    Kilinochchi District
    """
    LK_43 = "LK-43"
    """
    Mannar District
    """
    LK_44 = "LK-44"
    """
    Vavuniya District
    """
    LK_45 = "LK-45"
    """
    Mullaitivu District
    """
    LK_5 = "LK-5"
    """
    Eastern Province, Sri Lanka
    """
    LK_51 = "LK-51"
    """
    Batticaloa District
    """
    LK_52 = "LK-52"
    """
    Ampara District
    """
    LK_53 = "LK-53"
    """
    Trincomalee District
    """
    LK_6 = "LK-6"
    """
    North Western Province, Sri Lanka
    """
    LK_61 = "LK-61"
    """
    Kurunegala District
    """
    LK_62 = "LK-62"
    """
    Puttalam District
    """
    LK_7 = "LK-7"
    """
    North Central Province, Sri Lanka
    """
    LK_71 = "LK-71"
    """
    Anuradhapura District
    """
    LK_72 = "LK-72"
    """
    Polonnaruwa District
    """
    LK_8 = "LK-8"
    """
    Uva Province
    """
    LK_81 = "LK-81"
    """
    Badulla District
    """
    LK_82 = "LK-82"
    """
    Monaragala District
    """
    LK_9 = "LK-9"
    """
    Sabaragamuwa Province
    """
    LK_91 = "LK-91"
    """
    Ratnapura District
    """
    LK_92 = "LK-92"
    """
    Kegalle District
    """
    LR_BG = "LR-BG"
    """
    Bong County
    """
    LR_BM = "LR-BM"
    """
    Bomi County
    """
    LR_CM = "LR-CM"
    """
    Grand Cape Mount County
    """
    LR_GB = "LR-GB"
    """
    Grand Bassa County
    """
    LR_GG = "LR-GG"
    """
    Grand Gedeh
    """
    LR_GP = "LR-GP"
    """
    Gbarpolu County
    """
    LR_LO = "LR-LO"
    """
    Lofa County
    """
    LR_MG = "LR-MG"
    """
    Margibi County
    """
    LR_MO = "LR-MO"
    """
    Montserrado County
    """
    LR_MY = "LR-MY"
    """
    Maryland County
    """
    LR_NI = "LR-NI"
    """
    Nimba County
    """
    LR_RG = "LR-RG"
    """
    River Gee County
    """
    LS_A = "LS-A"
    """
    Maseru District
    """
    LS_B = "LS-B"
    """
    Butha-Buthe District
    """
    LS_C = "LS-C"
    """
    Leribe District
    """
    LS_D = "LS-D"
    """
    Berea District
    """
    LS_E = "LS-E"
    """
    Mafeteng District
    """
    LS_F = "LS-F"
    """
    Mohale's Hoek District
    """
    LS_G = "LS-G"
    """
    Quthing District
    """
    LS_H = "LS-H"
    """
    Qacha's Nek District
    """
    LS_J = "LS-J"
    """
    Mokhotlong District
    """
    LS_K = "LS-K"
    """
    Thaba-Tseka District
    """
    LT_01 = "LT-01"
    """
    Akmenė District Municipality
    """
    LT_02 = "LT-02"
    """
    Alytus City Municipality
    """
    LT_03 = "LT-03"
    """
    Alytus District Municipality
    """
    LT_04 = "LT-04"
    """
    Anykščiai District Municipality
    """
    LT_05 = "LT-05"
    """
    Birštonas Municipality
    """
    LT_06 = "LT-06"
    """
    Biržai District Municipality
    """
    LT_07 = "LT-07"
    """
    Druskininkai Municipality
    """
    LT_08 = "LT-08"
    """
    Elektrėnai Municipality
    """
    LT_09 = "LT-09"
    """
    Ignalina District Municipality
    """
    LT_10 = "LT-10"
    """
    Jonava District Municipality
    """
    LT_11 = "LT-11"
    """
    Joniškis District Municipality
    """
    LT_12 = "LT-12"
    """
    Jurbarkas District Municipality
    """
    LT_13 = "LT-13"
    """
    Kaišiadorys District Municipality
    """
    LT_14 = "LT-14"
    """
    Kalvarija Municipality
    """
    LT_15 = "LT-15"
    """
    Kaunas City Municipality
    """
    LT_16 = "LT-16"
    """
    Kaunas District Municipality
    """
    LT_17 = "LT-17"
    """
    Kazlų Rūda Municipality
    """
    LT_18 = "LT-18"
    """
    Kėdainiai District Municipality
    """
    LT_19 = "LT-19"
    """
    Kelmė District Municipality
    """
    LT_20 = "LT-20"
    """
    Klaipėda City Municipality
    """
    LT_21 = "LT-21"
    """
    Klaipėda District Municipality
    """
    LT_22 = "LT-22"
    """
    Kretinga District Municipality
    """
    LT_23 = "LT-23"
    """
    Kupiškis District Municipality
    """
    LT_24 = "LT-24"
    """
    Lazdijai District Municipality
    """
    LT_25 = "LT-25"
    """
    Marijampolė Municipality
    """
    LT_26 = "LT-26"
    """
    Mažeikiai District Municipality
    """
    LT_27 = "LT-27"
    """
    Molėtai District Municipality
    """
    LT_28 = "LT-28"
    """
    Neringa Municipality
    """
    LT_29 = "LT-29"
    """
    Pagėgiai Municipality
    """
    LT_30 = "LT-30"
    """
    Pakruojis District Municipality
    """
    LT_31 = "LT-31"
    """
    Palanga City Municipality
    """
    LT_32 = "LT-32"
    """
    Panevėžys City Municipality
    """
    LT_33 = "LT-33"
    """
    Panevėžys District Municipality
    """
    LT_34 = "LT-34"
    """
    Pasvalys District Municipality
    """
    LT_35 = "LT-35"
    """
    Plungė District Municipality
    """
    LT_36 = "LT-36"
    """
    Prienai District Municipality
    """
    LT_37 = "LT-37"
    """
    Radviliškis District Municipality
    """
    LT_38 = "LT-38"
    """
    Raseiniai District Municipality
    """
    LT_39 = "LT-39"
    """
    Rietavas Municipality
    """
    LT_40 = "LT-40"
    """
    Rokiškis District Municipality
    """
    LT_41 = "LT-41"
    """
    Šakiai District Municipality
    """
    LT_42 = "LT-42"
    """
    Šalčininkai District Municipality
    """
    LT_43 = "LT-43"
    """
    Šiauliai City Municipality
    """
    LT_44 = "LT-44"
    """
    Šiauliai District Municipality
    """
    LT_45 = "LT-45"
    """
    Šilalė District Municipality
    """
    LT_46 = "LT-46"
    """
    Šilutė District Municipality
    """
    LT_47 = "LT-47"
    """
    Širvintos District Municipality
    """
    LT_48 = "LT-48"
    """
    Skuodas District Municipality
    """
    LT_49 = "LT-49"
    """
    Švenčionys District Municipality
    """
    LT_50 = "LT-50"
    """
    Tauragė District Municipality
    """
    LT_51 = "LT-51"
    """
    Telšiai District Municipality
    """
    LT_52 = "LT-52"
    """
    Trakai District Municipality
    """
    LT_53 = "LT-53"
    """
    Ukmergė District Municipality
    """
    LT_54 = "LT-54"
    """
    Utena District Municipality
    """
    LT_55 = "LT-55"
    """
    Varėna District Municipality
    """
    LT_56 = "LT-56"
    """
    Vilkaviškis District Municipality
    """
    LT_57 = "LT-57"
    """
    Vilnius City Municipality
    """
    LT_58 = "LT-58"
    """
    Vilnius District Municipality
    """
    LT_59 = "LT-59"
    """
    Visaginas Municipality
    """
    LT_60 = "LT-60"
    """
    Zarasai District Municipality
    """
    LT_AL = "LT-AL"
    """
    Alytus County
    """
    LT_KL = "LT-KL"
    """
    Klaipėda County
    """
    LT_KU = "LT-KU"
    """
    Kaunas County
    """
    LT_MR = "LT-MR"
    """
    Marijampolė County
    """
    LT_PN = "LT-PN"
    """
    Panevėžys County
    """
    LT_SA = "LT-SA"
    """
    Šiauliai County
    """
    LT_TA = "LT-TA"
    """
    Tauragė County
    """
    LT_TE = "LT-TE"
    """
    Telšiai County
    """
    LT_UT = "LT-UT"
    """
    Utena County
    """
    LT_VL = "LT-VL"
    """
    Vilnius County
    """
    LU_CA = "LU-CA"
    """
    Canton of Capellen
    """
    LU_CL = "LU-CL"
    """
    Canton of Clervaux
    """
    LU_D = "LU-D"
    """
    Former Diekirch District
    """
    LU_DI = "LU-DI"
    """
    Canton of Diekirch
    """
    LU_EC = "LU-EC"
    """
    Canton of Echternach
    """
    LU_ES = "LU-ES"
    """
    Canton of Esch-sur-Alzette
    """
    LU_G = "LU-G"
    """
    Former Grevenmacher District
    """
    LU_GR = "LU-GR"
    """
    Canton of Grevenmacher
    """
    LU_L = "LU-L"
    """
    Former Luxembourg District
    """
    LU_LU = "LU-LU"
    """
    Canton of Luxembourg
    """
    LU_ME = "LU-ME"
    """
    Canton of Mersch
    """
    LU_RD = "LU-RD"
    """
    Canton of Redange
    """
    LU_RM = "LU-RM"
    """
    Canton of Remich
    """
    LU_VD = "LU-VD"
    """
    Canton of Vianden
    """
    LU_WI = "LU-WI"
    """
    Canton of Wiltz
    """
    LV_001 = "LV-001"
    """
    Aglona Municipality
    """
    LV_002 = "LV-002"
    """
    Aizkraukle Municipality
    """
    LV_003 = "LV-003"
    """
    Aizpute Municipality
    """
    LV_004 = "LV-004"
    """
    Aknīste Municipality
    """
    LV_005 = "LV-005"
    """
    Aloja Municipality
    """
    LV_006 = "LV-006"
    """
    Alsunga Municipality
    """
    LV_007 = "LV-007"
    """
    Alūksne Municipality
    """
    LV_008 = "LV-008"
    """
    Amata Municipality
    """
    LV_009 = "LV-009"
    """
    Ape Municipality
    """
    LV_010 = "LV-010"
    """
    Auce Municipality
    """
    LV_011 = "LV-011"
    """
    Ādaži Municipality
    """
    LV_012 = "LV-012"
    """
    Babīte Municipality
    """
    LV_013 = "LV-013"
    """
    Baldone Municipality
    """
    LV_014 = "LV-014"
    """
    Baltinava Municipality
    """
    LV_015 = "LV-015"
    """
    Balvi Municipality
    """
    LV_016 = "LV-016"
    """
    Bauska Municipality
    """
    LV_017 = "LV-017"
    """
    Beverīna Municipality
    """
    LV_018 = "LV-018"
    """
    Brocēni Municipality
    """
    LV_019 = "LV-019"
    """
    Burtnieki Municipality
    """
    LV_020 = "LV-020"
    """
    Carnikava Municipality
    """
    LV_021 = "LV-021"
    """
    Cesvaine Municipality
    """
    LV_022 = "LV-022"
    """
    Cēsis Municipality
    """
    LV_023 = "LV-023"
    """
    Cibla Municipality
    """
    LV_024 = "LV-024"
    """
    Dagda Municipality
    """
    LV_025 = "LV-025"
    """
    Daugavpils Municipality
    """
    LV_026 = "LV-026"
    """
    Dobele Municipality
    """
    LV_027 = "LV-027"
    """
    Dundaga Municipality
    """
    LV_028 = "LV-028"
    """
    Durbe Municipality
    """
    LV_029 = "LV-029"
    """
    Engure Municipality
    """
    LV_030 = "LV-030"
    """
    Ērgļi Municipality
    """
    LV_031 = "LV-031"
    """
    Garkalne Municipality
    """
    LV_032 = "LV-032"
    """
    Grobiņa Municipality
    """
    LV_033 = "LV-033"
    """
    Gulbene Municipality
    """
    LV_034 = "LV-034"
    """
    Iecava Municipality
    """
    LV_035 = "LV-035"
    """
    Ikšķile Municipality
    """
    LV_036 = "LV-036"
    """
    Ilūkste Municipality
    """
    LV_037 = "LV-037"
    """
    Inčukalns Municipality
    """
    LV_038 = "LV-038"
    """
    Jaunjelgava Municipality
    """
    LV_039 = "LV-039"
    """
    Jaunpiebalga Municipality
    """
    LV_040 = "LV-040"
    """
    Jaunpils Municipality
    """
    LV_041 = "LV-041"
    """
    Jelgava Municipality
    """
    LV_042 = "LV-042"
    """
    Jēkabpils Municipality
    """
    LV_043 = "LV-043"
    """
    Kandava Municipality
    """
    LV_044 = "LV-044"
    """
    Kārsava Municipality
    """
    LV_045 = "LV-045"
    """
    Kocēni Municipality
    """
    LV_046 = "LV-046"
    """
    Koknese Municipality
    """
    LV_047 = "LV-047"
    """
    Krāslava Municipality
    """
    LV_048 = "LV-048"
    """
    Krimulda Municipality
    """
    LV_049 = "LV-049"
    """
    Krustpils Municipality
    """
    LV_050 = "LV-050"
    """
    Kuldīga Municipality
    """
    LV_051 = "LV-051"
    """
    Ķegums Municipality
    """
    LV_052 = "LV-052"
    """
    Ķekava Municipality
    """
    LV_053 = "LV-053"
    """
    Lielvārde Municipality
    """
    LV_054 = "LV-054"
    """
    Limbaži Municipality
    """
    LV_055 = "LV-055"
    """
    Līgatne Municipality
    """
    LV_056 = "LV-056"
    """
    Līvāni Municipality
    """
    LV_057 = "LV-057"
    """
    Lubāna Municipality
    """
    LV_058 = "LV-058"
    """
    Ludza Municipality
    """
    LV_059 = "LV-059"
    """
    Madona Municipality
    """
    LV_060 = "LV-060"
    """
    Mazsalaca Municipality
    """
    LV_061 = "LV-061"
    """
    Mālpils Municipality
    """
    LV_062 = "LV-062"
    """
    Mārupe Municipality
    """
    LV_063 = "LV-063"
    """
    Mērsrags Municipality
    """
    LV_064 = "LV-064"
    """
    Naukšēni Municipality
    """
    LV_065 = "LV-065"
    """
    Nereta Municipality
    """
    LV_066 = "LV-066"
    """
    Nīca Municipality
    """
    LV_067 = "LV-067"
    """
    Ogre Municipality
    """
    LV_068 = "LV-068"
    """
    Olaine Municipality
    """
    LV_069 = "LV-069"
    """
    Ozolnieki Municipality
    """
    LV_070 = "LV-070"
    """
    Pārgauja Municipality
    """
    LV_071 = "LV-071"
    """
    Pāvilosta Municipality
    """
    LV_072 = "LV-072"
    """
    Pļaviņas Municipality
    """
    LV_073 = "LV-073"
    """
    Preiļi Municipality
    """
    LV_074 = "LV-074"
    """
    Priekule Municipality
    """
    LV_075 = "LV-075"
    """
    Priekuļi Municipality
    """
    LV_076 = "LV-076"
    """
    Rauna Municipality
    """
    LV_077 = "LV-077"
    """
    Rēzekne Municipality
    """
    LV_078 = "LV-078"
    """
    Riebiņi Municipality
    """
    LV_079 = "LV-079"
    """
    Roja Municipality
    """
    LV_080 = "LV-080"
    """
    Ropaži Municipality
    """
    LV_081 = "LV-081"
    """
    Rucava Municipality
    """
    LV_082 = "LV-082"
    """
    Rugāji Municipality
    """
    LV_083 = "LV-083"
    """
    Rundāle municipality
    """
    LV_084 = "LV-084"
    """
    Rūjiena Municipality
    """
    LV_085 = "LV-085"
    """
    Sala Municipality, Latvia
    """
    LV_086 = "LV-086"
    """
    Salacgrīva Municipality
    """
    LV_087 = "LV-087"
    """
    Salaspils Municipality
    """
    LV_088 = "LV-088"
    """
    Saldus Municipality
    """
    LV_089 = "LV-089"
    """
    Saulkrasti Municipality
    """
    LV_090 = "LV-090"
    """
    Sēja Municipality
    """
    LV_091 = "LV-091"
    """
    Sigulda Municipality
    """
    LV_092 = "LV-092"
    """
    Skrīveri Municipality
    """
    LV_093 = "LV-093"
    """
    Skrunda Municipality
    """
    LV_094 = "LV-094"
    """
    Smiltene Municipality
    """
    LV_095 = "LV-095"
    """
    Stopiņi Municipality
    """
    LV_096 = "LV-096"
    """
    Strenči Municipality
    """
    LV_097 = "LV-097"
    """
    Talsi Municipality
    """
    LV_098 = "LV-098"
    """
    Tērvete Municipality
    """
    LV_099 = "LV-099"
    """
    Tukums Municipality
    """
    LV_100 = "LV-100"
    """
    Vaiņode Municipality
    """
    LV_101 = "LV-101"
    """
    Valka Municipality
    """
    LV_102 = "LV-102"
    """
    Varakļāni Municipality
    """
    LV_103 = "LV-103"
    """
    Vārkava Municipality
    """
    LV_104 = "LV-104"
    """
    Vecpiebalga Municipality
    """
    LV_105 = "LV-105"
    """
    Vecumnieki Municipality
    """
    LV_106 = "LV-106"
    """
    Ventspils Municipality
    """
    LV_107 = "LV-107"
    """
    Viesīte Municipality
    """
    LV_108 = "LV-108"
    """
    Viļaka Municipality
    """
    LV_109 = "LV-109"
    """
    Viļāni Municipality
    """
    LV_110 = "LV-110"
    """
    Zilupe Municipality
    """
    LV_111 = "LV-111"
    """
    Augšdaugava Municipality
    """
    LV_112 = "LV-112"
    """
    South Kurzeme Municipality
    """
    LV_113 = "LV-113"
    """
    Valmiera Municipality
    """
    LV_DGV = "LV-DGV"
    """
    Daugavpils
    """
    LV_JEL = "LV-JEL"
    """
    Jelgava
    """
    LV_JKB = "LV-JKB"
    """
    Jēkabpils
    """
    LV_JUR = "LV-JUR"
    """
    Jūrmala
    """
    LV_LPX = "LV-LPX"
    """
    Liepāja
    """
    LV_REZ = "LV-REZ"
    """
    Rēzekne
    """
    LV_RIX = "LV-RIX"
    """
    Riga
    """
    LV_VEN = "LV-VEN"
    """
    Ventspils
    """
    LV_VMR = "LV-VMR"
    """
    Valmiera
    """
    LY_BA = "LY-BA"
    """
    Benghazi
    """
    LY_JA = "LY-JA"
    """
    Jabal al Akhdar district (Libya)
    """
    LY_WD = "LY-WD"
    """
    Wadi Al Hayaa
    """
    MA_01 = "MA-01"
    """
    Tanger-Tetouan-Al Hoceima
    """
    MA_02 = "MA-02"
    """
    Oriental Region
    """
    MA_03 = "MA-03"
    """
    Fès-Meknès
    """
    MA_04 = "MA-04"
    """
    Rabat-Salé-Kénitra
    """
    MA_05 = "MA-05"
    """
    Béni Mellal-Khénifra
    """
    MA_06 = "MA-06"
    """
    Casablanca-Settat
    """
    MA_07 = "MA-07"
    """
    Marrakech-Safi
    """
    MA_08 = "MA-08"
    """
    Drâa-Tafilalet
    """
    MA_09 = "MA-09"
    """
    Souss-Massa
    """
    MA_10 = "MA-10"
    """
    Guelmim-Oued Noun
    """
    MA_11 = "MA-11"
    """
    Marrakech-Tensift-El Haouz
    """
    MA_12 = "MA-12"
    """
    Dakhla-Oued Ed Dahab
    """
    MA_AGD = "MA-AGD"
    """
    Agadir Ida-Outanane Prefecture
    """
    MA_ASZ = "MA-ASZ"
    """
    Assa-Zag Province
    """
    MA_AZI = "MA-AZI"
    """
    Azilal Province
    """
    MA_BEM = "MA-BEM"
    """
    Béni Mellal Province
    """
    MA_BER = "MA-BER"
    """
    Berkane Province
    """
    MA_BOM = "MA-BOM"
    """
    Boulemane Province
    """
    MA_CAS = "MA-CAS"
    """
    Casablanca
    """
    MA_CHE = "MA-CHE"
    """
    Chefchaouen Province
    """
    MA_CHI = "MA-CHI"
    """
    Chichaoua
    """
    MA_CHT = "MA-CHT"
    """
    Chtouka-Aït Baha Province
    """
    MA_DRI = "MA-DRI"
    """
    Driouch Province
    """
    MA_ESI = "MA-ESI"
    """
    Essaouira Province
    """
    MA_FES = "MA-FES"
    """
    Fes
    """
    MA_FIG = "MA-FIG"
    """
    Figuig Province
    """
    MA_FQH = "MA-FQH"
    """
    Fquih Ben Salah Province
    """
    MA_GUE = "MA-GUE"
    """
    Guelmim
    """
    MA_GUF = "MA-GUF"
    """
    Guercif
    """
    MA_HAJ = "MA-HAJ"
    """
    El Hajeb Province
    """
    MA_HAO = "MA-HAO"
    """
    Al Haouz Province
    """
    MA_HOC = "MA-HOC"
    """
    Al Hoceima Province
    """
    MA_IFR = "MA-IFR"
    """
    Ifrane Province
    """
    MA_JDI = "MA-JDI"
    """
    El Jadida Province
    """
    MA_KEN = "MA-KEN"
    """
    Kenitra Province
    """
    MA_KES = "MA-KES"
    """
    El Kelâa des Sraghna Province
    """
    MA_KHE = "MA-KHE"
    """
    Khémisset Province
    """
    MA_KHN = "MA-KHN"
    """
    Khenifra Province
    """
    MA_KHO = "MA-KHO"
    """
    Khouribga Province
    """
    MA_LAR = "MA-LAR"
    """
    Larache Province
    """
    MA_MAR = "MA-MAR"
    """
    Marrakech
    """
    MA_MDF = "MA-MDF"
    """
    M'diq-Fnideq Prefecture
    """
    MA_MEK = "MA-MEK"
    """
    Meknes Prefecture
    """
    MA_MID = "MA-MID"
    """
    Midelt Province
    """
    MA_MOU = "MA-MOU"
    """
    Moulay Yaâcoub Province
    """
    MA_NAD = "MA-NAD"
    """
    Nador Province
    """
    MA_OUA = "MA-OUA"
    """
    Ouarzazate Province
    """
    MA_OUJ = "MA-OUJ"
    """
    Oujda
    """
    MA_OUZ = "MA-OUZ"
    """
    Ouezzane Province
    """
    MA_RAB = "MA-RAB"
    """
    Rabat Prefecture
    """
    MA_SAF = "MA-SAF"
    """
    Safi Province
    """
    MA_SAL = "MA-SAL"
    """
    Salé
    """
    MA_SEF = "MA-SEF"
    """
    Sefrou Province
    """
    MA_SIB = "MA-SIB"
    """
    Sidi Bennour Province
    """
    MA_SIF = "MA-SIF"
    """
    Sidi Ifni Province
    """
    MA_SIK = "MA-SIK"
    """
    Sidi Kacem Province
    """
    MA_SIL = "MA-SIL"
    """
    Sidi Slimane Province
    """
    MA_SKH = "MA-SKH"
    """
    Skhirate-Témara Prefecture
    """
    MA_TAI = "MA-TAI"
    """
    Taourirt Province
    """
    MA_TAO = "MA-TAO"
    """
    Taounate Province
    """
    MA_TAR = "MA-TAR"
    """
    Taroudant Province
    """
    MA_TAT = "MA-TAT"
    """
    Tata Province
    """
    MA_TAZ = "MA-TAZ"
    """
    Taza Province
    """
    MA_TET = "MA-TET"
    """
    Tetouan Province
    """
    MA_TIZ = "MA-TIZ"
    """
    Tiznit Province
    """
    MA_TNG = "MA-TNG"
    """
    Tangier-Assilah Prefecture
    """
    MA_TNT = "MA-TNT"
    """
    Tan-Tan Province
    """
    MA_YUS = "MA-YUS"
    """
    Youssoufia Province
    """
    MA_ZAG = "MA-ZAG"
    """
    Zagora Province
    """
    MC_CO = "MC-CO"
    """
    La Condamine
    """
    MC_FO = "MC-FO"
    """
    Fontvieille (Monaco)
    """
    MC_JE = "MC-JE"
    """
    Jardin Exotique (district)
    """
    MC_LA = "MC-LA"
    """
    Larvotto (Monaco)
    """
    MC_MC = "MC-MC"
    """
    Monte Carlo
    """
    MC_MG = "MC-MG"
    """
    Moneghetti
    """
    MC_MO = "MC-MO"
    """
    Monaco-Ville
    """
    MC_PH = "MC-PH"
    """
    Port Hercule
    """
    MC_SD = "MC-SD"
    """
    Ravin de Sainte-Dévote
    """
    MD_AN = "MD-AN"
    """
    Anenii Noi District
    """
    MD_BA = "MD-BA"
    """
    Bălți Municipality
    """
    MD_BR = "MD-BR"
    """
    Briceni District
    """
    MD_BS = "MD-BS"
    """
    Basarabeasca District
    """
    MD_CA = "MD-CA"
    """
    Cahul District
    """
    MD_CL = "MD-CL"
    """
    Călărași District
    """
    MD_CM = "MD-CM"
    """
    Cimișlia District
    """
    MD_CR = "MD-CR"
    """
    Criuleni District
    """
    MD_CS = "MD-CS"
    """
    Căușeni District
    """
    MD_CT = "MD-CT"
    """
    Cantemir District
    """
    MD_CU = "MD-CU"
    """
    Chișinău Municipality
    """
    MD_DO = "MD-DO"
    """
    Dondușeni District
    """
    MD_DR = "MD-DR"
    """
    Drochia District
    """
    MD_DU = "MD-DU"
    """
    Dubăsari District
    """
    MD_ED = "MD-ED"
    """
    Edineț District
    """
    MD_FA = "MD-FA"
    """
    Fălești District
    """
    MD_FL = "MD-FL"
    """
    Florești District
    """
    MD_GA = "MD-GA"
    """
    Gagauzia
    """
    MD_GL = "MD-GL"
    """
    Glodeni District
    """
    MD_HI = "MD-HI"
    """
    Hîncești District
    """
    MD_IA = "MD-IA"
    """
    Ialoveni District
    """
    MD_LE = "MD-LE"
    """
    Leova District
    """
    MD_NI = "MD-NI"
    """
    Nisporeni District
    """
    MD_OC = "MD-OC"
    """
    Ocnița District
    """
    MD_OR = "MD-OR"
    """
    Orhei District
    """
    MD_RE = "MD-RE"
    """
    Rezina District
    """
    MD_RI = "MD-RI"
    """
    Rîșcani District
    """
    MD_SD = "MD-SD"
    """
    Șoldănești District
    """
    MD_SI = "MD-SI"
    """
    Sîngerei District
    """
    MD_SN = "MD-SN"
    """
    Transnistria
    """
    MD_SO = "MD-SO"
    """
    Soroca District
    """
    MD_ST = "MD-ST"
    """
    Strășeni District
    """
    MD_SV = "MD-SV"
    """
    Ștefan Vodă District
    """
    MD_TA = "MD-TA"
    """
    Taraclia District
    """
    MD_TE = "MD-TE"
    """
    Telenești District
    """
    MD_UN = "MD-UN"
    """
    Ungheni District
    """
    ME_01 = "ME-01"
    """
    Andrijevica
    """
    ME_02 = "ME-02"
    """
    Bar, Montenegro
    """
    ME_03 = "ME-03"
    """
    Berane
    """
    ME_05 = "ME-05"
    """
    Budva
    """
    ME_06 = "ME-06"
    """
    Cetinje
    """
    ME_07 = "ME-07"
    """
    Danilovgrad
    """
    ME_11 = "ME-11"
    """
    Mojkovac
    """
    ME_12 = "ME-12"
    """
    Nikšić Municipality
    """
    ME_13 = "ME-13"
    """
    Plav
    """
    ME_14 = "ME-14"
    """
    Pljevlja Municipality
    """
    ME_17 = "ME-17"
    """
    Rožaje
    """
    ME_18 = "ME-18"
    """
    Šavnik Municipality
    """
    ME_19 = "ME-19"
    """
    Tivat
    """
    ME_22 = "ME-22"
    """
    Gusinje Municipality
    """
    MG_A = "MG-A"
    """
    Toamasina
    """
    MG_D = "MG-D"
    """
    Antsiranana
    """
    MG_F = "MG-F"
    """
    Fianarantsoa
    """
    MG_M = "MG-M"
    """
    Mahajanga Province
    """
    MG_T = "MG-T"
    """
    Antananarivo
    """
    MH_ALK = "MH-ALK"
    """
    Ailuk Atoll
    """
    MH_ALL = "MH-ALL"
    """
    Ailinglaplap Atoll
    """
    MH_ARN = "MH-ARN"
    """
    Arno Atoll
    """
    MH_EBO = "MH-EBO"
    """
    Ebon Atoll
    """
    MH_ENI = "MH-ENI"
    """
    Enewetak
    """
    MH_JAL = "MH-JAL"
    """
    Jaluit
    """
    MH_KWA = "MH-KWA"
    """
    Kwajalein
    """
    MH_LIK = "MH-LIK"
    """
    Likiep Atoll
    """
    MH_MAJ = "MH-MAJ"
    """
    Majuro
    """
    MH_MAL = "MH-MAL"
    """
    Maloelap Atoll
    """
    MH_NMK = "MH-NMK"
    """
    Namorik Atoll
    """
    MH_RON = "MH-RON"
    """
    Rongelap Atoll
    """
    MH_UTI = "MH-UTI"
    """
    Utirik
    """
    MH_WTJ = "MH-WTJ"
    """
    Wotje Atoll
    """
    MK_101 = "MK-101"
    """
    Veles Municipality
    """
    MK_102 = "MK-102"
    """
    Gradsko Municipality
    """
    MK_103 = "MK-103"
    """
    Demir Kapija Municipality
    """
    MK_104 = "MK-104"
    """
    Kavadarci Municipality
    """
    MK_105 = "MK-105"
    """
    Lozovo Municipality
    """
    MK_106 = "MK-106"
    """
    Negotino Municipality
    """
    MK_107 = "MK-107"
    """
    Rosoman Municipality
    """
    MK_108 = "MK-108"
    """
    Sveti Nikole Municipality
    """
    MK_109 = "MK-109"
    """
    Čaška Municipality
    """
    MK_15 = "MK-15"
    """
    Vraneštica Municipality
    """
    MK_201 = "MK-201"
    """
    Berovo Municipality
    """
    MK_202 = "MK-202"
    """
    Vinica Municipality
    """
    MK_203 = "MK-203"
    """
    Delčevo Municipality
    """
    MK_204 = "MK-204"
    """
    Zrnovci Municipality
    """
    MK_205 = "MK-205"
    """
    Karbinci Municipality
    """
    MK_206 = "MK-206"
    """
    Kočani Municipality
    """
    MK_207 = "MK-207"
    """
    Makedonska Kamenica Municipality
    """
    MK_208 = "MK-208"
    """
    Pehčevo Municipality
    """
    MK_209 = "MK-209"
    """
    Probištip Municipality
    """
    MK_210 = "MK-210"
    """
    Češinovo-Obleševo Municipality
    """
    MK_211 = "MK-211"
    """
    Štip Municipality
    """
    MK_28 = "MK-28"
    """
    Drugovo Municipality
    """
    MK_301 = "MK-301"
    """
    Vevčani Municipality
    """
    MK_303 = "MK-303"
    """
    Debar Municipality
    """
    MK_304 = "MK-304"
    """
    Debarca Municipality
    """
    MK_307 = "MK-307"
    """
    Kičevo Municipality
    """
    MK_308 = "MK-308"
    """
    Makedonski Brod Municipality
    """
    MK_31 = "MK-31"
    """
    Zajas Municipality
    """
    MK_310 = "MK-310"
    """
    Ohrid Municipality
    """
    MK_311 = "MK-311"
    """
    Plasnica Municipality
    """
    MK_312 = "MK-312"
    """
    Struga Municipality
    """
    MK_313 = "MK-313"
    """
    Centar Župa Municipality
    """
    MK_401 = "MK-401"
    """
    Bogdanci Municipality
    """
    MK_402 = "MK-402"
    """
    Bosilovo Municipality
    """
    MK_403 = "MK-403"
    """
    Valandovo Municipality
    """
    MK_404 = "MK-404"
    """
    Vasilevo Municipality
    """
    MK_405 = "MK-405"
    """
    Gevgelija Municipality
    """
    MK_406 = "MK-406"
    """
    Dojran Municipality
    """
    MK_407 = "MK-407"
    """
    Konče Municipality
    """
    MK_408 = "MK-408"
    """
    Novo Selo Municipality
    """
    MK_409 = "MK-409"
    """
    Radoviš Municipality
    """
    MK_410 = "MK-410"
    """
    Strumica Municipality
    """
    MK_47 = "MK-47"
    """
    Kumanovo
    """
    MK_501 = "MK-501"
    """
    Bitola Municipality
    """
    MK_502 = "MK-502"
    """
    Demir Hisar Municipality
    """
    MK_503 = "MK-503"
    """
    Dolneni Municipality
    """
    MK_504 = "MK-504"
    """
    Krivogaštani Municipality
    """
    MK_505 = "MK-505"
    """
    Kruševo Municipality
    """
    MK_506 = "MK-506"
    """
    Mogila Municipality
    """
    MK_507 = "MK-507"
    """
    Novaci Municipality
    """
    MK_508 = "MK-508"
    """
    Prilep Municipality
    """
    MK_509 = "MK-509"
    """
    Resen Municipality
    """
    MK_57 = "MK-57"
    """
    Oslomej Municipality
    """
    MK_601 = "MK-601"
    """
    Bogovinje Municipality
    """
    MK_602 = "MK-602"
    """
    Brvenica Municipality
    """
    MK_603 = "MK-603"
    """
    Vrapčište Municipality
    """
    MK_604 = "MK-604"
    """
    Gostivar Municipality
    """
    MK_605 = "MK-605"
    """
    Želino Municipality
    """
    MK_606 = "MK-606"
    """
    Jegunovce Municipality
    """
    MK_607 = "MK-607"
    """
    Mavrovo and Rostuša Municipality
    """
    MK_608 = "MK-608"
    """
    Tearce Municipality
    """
    MK_609 = "MK-609"
    """
    Tetovo Municipality
    """
    MK_701 = "MK-701"
    """
    Kratovo Municipality
    """
    MK_702 = "MK-702"
    """
    Kriva Palanka Municipality
    """
    MK_703 = "MK-703"
    """
    Kumanovo Municipality
    """
    MK_704 = "MK-704"
    """
    Lipkovo Municipality
    """
    MK_705 = "MK-705"
    """
    Rankovce Municipality
    """
    MK_706 = "MK-706"
    """
    Staro Nagoričane Municipality
    """
    MK_801 = "MK-801"
    """
    Aerodrom Municipality
    """
    MK_802 = "MK-802"
    """
    Aračinovo Municipality
    """
    MK_803 = "MK-803"
    """
    Butel Municipality
    """
    MK_804 = "MK-804"
    """
    Gazi Baba Municipality
    """
    MK_805 = "MK-805"
    """
    Ǵorče Petrov Municipality
    """
    MK_806 = "MK-806"
    """
    Zelenikovo Municipality
    """
    MK_807 = "MK-807"
    """
    Ilinden Municipality
    """
    MK_808 = "MK-808"
    """
    Karpoš Municipality
    """
    MK_809 = "MK-809"
    """
    Kisela Voda Municipality
    """
    MK_810 = "MK-810"
    """
    Petrovec Municipality
    """
    MK_811 = "MK-811"
    """
    Saraj Municipality
    """
    MK_812 = "MK-812"
    """
    Sopište Municipality
    """
    MK_813 = "MK-813"
    """
    Studeničani Municipality
    """
    MK_814 = "MK-814"
    """
    Centar Municipality
    """
    MK_815 = "MK-815"
    """
    Čair Municipality
    """
    MK_816 = "MK-816"
    """
    Čučer Sandevo Municipality
    """
    MK_817 = "MK-817"
    """
    Šuto Orizari Municipality
    """
    ML_1 = "ML-1"
    """
    Kayes Region
    """
    ML_10 = "ML-10"
    """
    Taoudénit Region
    """
    ML_2 = "ML-2"
    """
    Koulikoro Region
    """
    ML_3 = "ML-3"
    """
    Sikasso Region
    """
    ML_4 = "ML-4"
    """
    Ségou Region
    """
    ML_5 = "ML-5"
    """
    Mopti Region
    """
    ML_6 = "ML-6"
    """
    Tombouctou Region
    """
    ML_7 = "ML-7"
    """
    Gao Region
    """
    ML_8 = "ML-8"
    """
    Kidal Region
    """
    ML_BKO = "ML-BKO"
    """
    Bamako
    """
    MM_01 = "MM-01"
    """
    Sagaing Region
    """
    MM_02 = "MM-02"
    """
    Bago Region
    """
    MM_03 = "MM-03"
    """
    Magway Region
    """
    MM_04 = "MM-04"
    """
    Mandalay Region
    """
    MM_05 = "MM-05"
    """
    Tanintharyi Region
    """
    MM_06 = "MM-06"
    """
    Yangon
    """
    MM_07 = "MM-07"
    """
    Ayeyarwady Region
    """
    MM_11 = "MM-11"
    """
    Kachin State
    """
    MM_12 = "MM-12"
    """
    Kayah State
    """
    MM_13 = "MM-13"
    """
    Kayin State
    """
    MM_14 = "MM-14"
    """
    Chin State
    """
    MM_15 = "MM-15"
    """
    Mon State
    """
    MM_16 = "MM-16"
    """
    Rakhine State
    """
    MM_17 = "MM-17"
    """
    Shan State
    """
    MM_18 = "MM-18"
    """
    Naypyidaw Union Territory
    """
    MN_035 = "MN-035"
    """
    Orkhon Aimag
    """
    MN_037 = "MN-037"
    """
    Darkhan-Uul Aimag
    """
    MN_039 = "MN-039"
    """
    Khentii Aimag
    """
    MN_041 = "MN-041"
    """
    Khövsgöl Aimag
    """
    MN_043 = "MN-043"
    """
    Khovd Aimag
    """
    MN_046 = "MN-046"
    """
    Uvs Aimag
    """
    MN_047 = "MN-047"
    """
    Töv Aimag
    """
    MN_049 = "MN-049"
    """
    Selenge Aimag
    """
    MN_051 = "MN-051"
    """
    Sükhbaatar Aimag
    """
    MN_053 = "MN-053"
    """
    Ömnögovi Aimag
    """
    MN_055 = "MN-055"
    """
    Övörkhangai Aimag
    """
    MN_057 = "MN-057"
    """
    Zavkhan Aimag
    """
    MN_059 = "MN-059"
    """
    Dundgovi Aimag
    """
    MN_061 = "MN-061"
    """
    Dornod Aimag
    """
    MN_063 = "MN-063"
    """
    Dornogovi Aimag
    """
    MN_064 = "MN-064"
    """
    Govisümber Aimag
    """
    MN_065 = "MN-065"
    """
    Govi-Altai Aimag
    """
    MN_067 = "MN-067"
    """
    Bulgan Aimag
    """
    MN_069 = "MN-069"
    """
    Bayankhongor Aimag
    """
    MN_071 = "MN-071"
    """
    Bayan-Ölgii Aimag
    """
    MN_073 = "MN-073"
    """
    Arkhangai Aimag
    """
    MN_1 = "MN-1"
    """
    Ulaanbaatar
    """
    MR_01 = "MR-01"
    """
    Hodh Ech Chargui
    """
    MR_02 = "MR-02"
    """
    Hodh El Gharbi
    """
    MR_03 = "MR-03"
    """
    Assaba
    """
    MR_04 = "MR-04"
    """
    Gorgol
    """
    MR_05 = "MR-05"
    """
    Brakna
    """
    MR_06 = "MR-06"
    """
    Trarza
    """
    MR_07 = "MR-07"
    """
    Adrar Region
    """
    MR_08 = "MR-08"
    """
    Dakhlet Nouadhibou
    """
    MR_09 = "MR-09"
    """
    Tagant
    """
    MR_10 = "MR-10"
    """
    Guidimaka
    """
    MR_11 = "MR-11"
    """
    Tiris Zemmour Region
    """
    MR_12 = "MR-12"
    """
    Inchiri Region
    """
    MR_NKC = "MR-NKC"
    """
    Nouakchott
    """
    MT_01 = "MT-01"
    """
    Attard
    """
    MT_02 = "MT-02"
    """
    Balzan
    """
    MT_03 = "MT-03"
    """
    Birgu
    """
    MT_04 = "MT-04"
    """
    Birkirkara
    """
    MT_05 = "MT-05"
    """
    Birżebbuġa
    """
    MT_06 = "MT-06"
    """
    Cospicua
    """
    MT_07 = "MT-07"
    """
    Dingli
    """
    MT_08 = "MT-08"
    """
    Fgura
    """
    MT_09 = "MT-09"
    """
    Floriana
    """
    MT_10 = "MT-10"
    """
    Fontana, Gozo
    """
    MT_11 = "MT-11"
    """
    Gudja
    """
    MT_12 = "MT-12"
    """
    Gżira
    """
    MT_13 = "MT-13"
    """
    Għajnsielem
    """
    MT_14 = "MT-14"
    """
    Għarb
    """
    MT_15 = "MT-15"
    """
    Għargħur
    """
    MT_16 = "MT-16"
    """
    Għasri
    """
    MT_17 = "MT-17"
    """
    Għaxaq
    """
    MT_18 = "MT-18"
    """
    Ħamrun
    """
    MT_19 = "MT-19"
    """
    Iklin
    """
    MT_20 = "MT-20"
    """
    Senglea
    """
    MT_21 = "MT-21"
    """
    Kalkara
    """
    MT_22 = "MT-22"
    """
    Kerċem
    """
    MT_23 = "MT-23"
    """
    Kirkop
    """
    MT_24 = "MT-24"
    """
    Lija
    """
    MT_25 = "MT-25"
    """
    Luqa
    """
    MT_26 = "MT-26"
    """
    Marsa (Malta)
    """
    MT_27 = "MT-27"
    """
    Marsaskala
    """
    MT_28 = "MT-28"
    """
    Marsaxlokk
    """
    MT_29 = "MT-29"
    """
    Mdina
    """
    MT_30 = "MT-30"
    """
    Mellieħa
    """
    MT_31 = "MT-31"
    """
    Mġarr
    """
    MT_32 = "MT-32"
    """
    Mosta
    """
    MT_33 = "MT-33"
    """
    Mqabba
    """
    MT_34 = "MT-34"
    """
    Msida
    """
    MT_35 = "MT-35"
    """
    Mtarfa
    """
    MT_36 = "MT-36"
    """
    Munxar
    """
    MT_37 = "MT-37"
    """
    Nadur
    """
    MT_38 = "MT-38"
    """
    Naxxar
    """
    MT_39 = "MT-39"
    """
    Paola, Malta
    """
    MT_40 = "MT-40"
    """
    Pembroke, Malta
    """
    MT_41 = "MT-41"
    """
    Pietà, Malta
    """
    MT_42 = "MT-42"
    """
    Qala
    """
    MT_43 = "MT-43"
    """
    Qormi
    """
    MT_44 = "MT-44"
    """
    Qrendi
    """
    MT_45 = "MT-45"
    """
    Victoria, Gozo
    """
    MT_46 = "MT-46"
    """
    Rabat, Malta
    """
    MT_47 = "MT-47"
    """
    Safi (Malta)
    """
    MT_48 = "MT-48"
    """
    St. Julian's
    """
    MT_49 = "MT-49"
    """
    San Ġwann
    """
    MT_50 = "MT-50"
    """
    San Lawrenz
    """
    MT_51 = "MT-51"
    """
    St. Paul's Bay
    """
    MT_52 = "MT-52"
    """
    Sannat
    """
    MT_53 = "MT-53"
    """
    Santa Luċija
    """
    MT_54 = "MT-54"
    """
    Santa Venera
    """
    MT_55 = "MT-55"
    """
    Siġġiewi
    """
    MT_56 = "MT-56"
    """
    Sliema
    """
    MT_57 = "MT-57"
    """
    Swieqi
    """
    MT_58 = "MT-58"
    """
    Ta' Xbiex
    """
    MT_59 = "MT-59"
    """
    Tarxien
    """
    MT_60 = "MT-60"
    """
    Valletta
    """
    MT_61 = "MT-61"
    """
    Xagħra
    """
    MT_62 = "MT-62"
    """
    Xewkija
    """
    MT_63 = "MT-63"
    """
    Xgħajra
    """
    MT_64 = "MT-64"
    """
    Żabbar
    """
    MT_65 = "MT-65"
    """
    Żebbuġ, Gozo
    """
    MT_66 = "MT-66"
    """
    Żebbuġ, Malta
    """
    MT_67 = "MT-67"
    """
    Żejtun
    """
    MT_68 = "MT-68"
    """
    Żurrieq
    """
    MU_AG = "MU-AG"
    """
    Agalega Islands
    """
    MU_BL = "MU-BL"
    """
    Rivière Noire District
    """
    MU_CC = "MU-CC"
    """
    Cargados Carajos Shoals
    """
    MU_FL = "MU-FL"
    """
    Flacq District
    """
    MU_GP = "MU-GP"
    """
    Grand Port District
    """
    MU_MO = "MU-MO"
    """
    Moka District
    """
    MU_PA = "MU-PA"
    """
    Pamplemousses District
    """
    MU_PL = "MU-PL"
    """
    Port Louis District
    """
    MU_PW = "MU-PW"
    """
    Plaines Wilhems District
    """
    MU_RO = "MU-RO"
    """
    Rodrigues
    """
    MU_RR = "MU-RR"
    """
    Rivière du Rempart District
    """
    MU_SA = "MU-SA"
    """
    Savanne District
    """
    MV_00 = "MV-00"
    """
    Alif Dhaalu-South Ari Atoll
    """
    MV_01 = "MV-01"
    """
    Addu Atoll
    """
    MV_02 = "MV-02"
    """
    Alif Alif-North Ari Atoll
    """
    MV_05 = "MV-05"
    """
    Laamu-Haddhunmathi Atoll
    """
    MV_13 = "MV-13"
    """
    Raa-North Maalhosmadulu Atoll
    """
    MV_24 = "MV-24"
    """
    Shaviyani-North Miladhunmadulu Atoll
    """
    MV_25 = "MV-25"
    """
    Noonu-South Miladhunmadulu Atoll
    """
    MV_26 = "MV-26"
    """
    Kaafu-Malé Atoll
    """
    MV_MLE = "MV-MLE"
    """
    Malé
    """
    MW_KS = "MW-KS"
    """
    Kasungu district
    """
    MW_MG = "MW-MG"
    """
    Mangochi District
    """
    MW_MH = "MW-MH"
    """
    Machinga district
    """
    MW_MZ = "MW-MZ"
    """
    Mzimba district
    """
    MW_NB = "MW-NB"
    """
    Nkhata Bay
    """
    MW_PH = "MW-PH"
    """
    Phalombe District
    """
    MW_RU = "MW-RU"
    """
    Rumphi District
    """
    MW_SA = "MW-SA"
    """
    Salima District
    """
    MX_AGU = "MX-AGU"
    """
    Aguascalientes
    """
    MX_BCN = "MX-BCN"
    """
    Baja California
    """
    MX_BCS = "MX-BCS"
    """
    Baja California Sur
    """
    MX_CAM = "MX-CAM"
    """
    Campeche
    """
    MX_CHH = "MX-CHH"
    """
    Chihuahua (state)
    """
    MX_CHP = "MX-CHP"
    """
    Chiapas
    """
    MX_CMX = "MX-CMX"
    """
    Mexico City
    """
    MX_COA = "MX-COA"
    """
    Coahuila
    """
    MX_COL = "MX-COL"
    """
    Colima
    """
    MX_DUR = "MX-DUR"
    """
    Durango
    """
    MX_GRO = "MX-GRO"
    """
    Guerrero
    """
    MX_GUA = "MX-GUA"
    """
    Guanajuato
    """
    MX_HID = "MX-HID"
    """
    Hidalgo
    """
    MX_JA_GDL = "MX-JA-GDL"
    """
    Guadalajara, Mexico
    """
    MX_JAL = "MX-JAL"
    """
    Jalisco
    """
    MX_MEX = "MX-MEX"
    """
    Mexico (state)
    """
    MX_MIC = "MX-MIC"
    """
    Michoacán
    """
    MX_MOR = "MX-MOR"
    """
    Morelos
    """
    MX_NAY = "MX-NAY"
    """
    Nayarit
    """
    MX_NLE = "MX-NLE"
    """
    Nuevo León
    """
    MX_OAX = "MX-OAX"
    """
    Oaxaca
    """
    MX_PUE = "MX-PUE"
    """
    Puebla
    """
    MX_QUE = "MX-QUE"
    """
    Querétaro
    """
    MX_ROO = "MX-ROO"
    """
    Quintana Roo
    """
    MX_SIN = "MX-SIN"
    """
    Sinaloa
    """
    MX_SLP = "MX-SLP"
    """
    San Luis Potosí
    """
    MX_SON = "MX-SON"
    """
    Sonora
    """
    MX_TAB = "MX-TAB"
    """
    Tabasco
    """
    MX_TAM = "MX-TAM"
    """
    Tamaulipas
    """
    MX_TLA = "MX-TLA"
    """
    Tlaxcala
    """
    MX_VER = "MX-VER"
    """
    Veracruz
    """
    MX_YUC = "MX-YUC"
    """
    Yucatán
    """
    MX_ZAC = "MX-ZAC"
    """
    Zacatecas
    """
    MY_01 = "MY-01"
    """
    Johor
    """
    MY_02 = "MY-02"
    """
    Kedah
    """
    MY_03 = "MY-03"
    """
    Kelantan
    """
    MY_04 = "MY-04"
    """
    Melaka
    """
    MY_05 = "MY-05"
    """
    Negeri Sembilan
    """
    MY_06 = "MY-06"
    """
    Pahang
    """
    MY_07 = "MY-07"
    """
    Penang
    """
    MY_08 = "MY-08"
    """
    Perak
    """
    MY_09 = "MY-09"
    """
    Perlis
    """
    MY_10 = "MY-10"
    """
    Selangor
    """
    MY_11 = "MY-11"
    """
    Terengganu
    """
    MY_12 = "MY-12"
    """
    Sabah
    """
    MY_13 = "MY-13"
    """
    Sarawak
    """
    MY_14 = "MY-14"
    """
    Kuala Lumpur
    """
    MY_15 = "MY-15"
    """
    Labuan
    """
    MY_16 = "MY-16"
    """
    Putrajaya
    """
    MZ_A = "MZ-A"
    """
    Niassa Province
    """
    MZ_B = "MZ-B"
    """
    Manica Province
    """
    MZ_G = "MZ-G"
    """
    Gaza Province
    """
    MZ_I = "MZ-I"
    """
    Inhambane Province
    """
    MZ_L = "MZ-L"
    """
    Maputo Province
    """
    MZ_MPM = "MZ-MPM"
    """
    Maputo
    """
    MZ_N = "MZ-N"
    """
    Nampula Province
    """
    MZ_P = "MZ-P"
    """
    Cabo Delgado Province
    """
    MZ_Q = "MZ-Q"
    """
    Zambézia Province
    """
    MZ_S = "MZ-S"
    """
    Sofala Province
    """
    MZ_T = "MZ-T"
    """
    Tete Province
    """
    NA_CA = "NA-CA"
    """
    Zambezi, Namibia
    """
    NA_ER = "NA-ER"
    """
    Erongo
    """
    NA_HA = "NA-HA"
    """
    Hardap
    """
    NA_KA = "NA-KA"
    """
    Karas
    """
    NA_KH = "NA-KH"
    """
    Khomas
    """
    NA_KU = "NA-KU"
    """
    Kunene
    """
    NA_OD = "NA-OD"
    """
    Otjozondjupa
    """
    NA_OH = "NA-OH"
    """
    Omaheke
    """
    NA_OK = "NA-OK"
    """
    Kavango
    """
    NA_ON = "NA-ON"
    """
    Oshana
    """
    NA_OS = "NA-OS"
    """
    Omusati
    """
    NA_OT = "NA-OT"
    """
    Oshikoto
    """
    NA_OW = "NA-OW"
    """
    Ohangwena
    """
    NE_1 = "NE-1"
    """
    Agadez Region
    """
    NE_2 = "NE-2"
    """
    Diffa Region
    """
    NE_3 = "NE-3"
    """
    Dosso Region
    """
    NE_4 = "NE-4"
    """
    Maradi Region
    """
    NE_5 = "NE-5"
    """
    Tahoua Region
    """
    NE_6 = "NE-6"
    """
    Tillabéri Region
    """
    NE_7 = "NE-7"
    """
    Zinder Region
    """
    NE_8 = "NE-8"
    """
    Niamey
    """
    NG_AB = "NG-AB"
    """
    Abia State, Nigeria
    """
    NG_AD = "NG-AD"
    """
    Adamawa State
    """
    NG_AK = "NG-AK"
    """
    Akwa Ibom State
    """
    NG_AN = "NG-AN"
    """
    Anambra State
    """
    NG_BA = "NG-BA"
    """
    Bauchi State
    """
    NG_BE = "NG-BE"
    """
    Benue State
    """
    NG_BO = "NG-BO"
    """
    Borno State
    """
    NG_BY = "NG-BY"
    """
    Bayelsa State
    """
    NG_CR = "NG-CR"
    """
    Cross River State
    """
    NG_DE = "NG-DE"
    """
    Delta State, Nigeria
    """
    NG_ED = "NG-ED"
    """
    Edo State
    """
    NG_EK = "NG-EK"
    """
    Ekiti State
    """
    NG_EN = "NG-EN"
    """
    Enugu State
    """
    NG_FC = "NG-FC"
    """
    Federal Capital Territory (Nigeria)
    """
    NG_GO = "NG-GO"
    """
    Gombe State
    """
    NG_JI = "NG-JI"
    """
    Jigawa State
    """
    NG_KD = "NG-KD"
    """
    Kaduna State
    """
    NG_KN = "NG-KN"
    """
    Kano State
    """
    NG_KO = "NG-KO"
    """
    Kogi State
    """
    NG_KT = "NG-KT"
    """
    Katsina State
    """
    NG_LA = "NG-LA"
    """
    Lagos State, Nigeria
    """
    NG_NA = "NG-NA"
    """
    Nasarawa State
    """
    NG_NI = "NG-NI"
    """
    Niger State
    """
    NG_OG = "NG-OG"
    """
    Ogun State
    """
    NG_ON = "NG-ON"
    """
    Ondo State
    """
    NG_OS = "NG-OS"
    """
    Osun State
    """
    NG_OY = "NG-OY"
    """
    Oyo State
    """
    NG_PL = "NG-PL"
    """
    Plateau State
    """
    NG_RI = "NG-RI"
    """
    Rivers State
    """
    NG_SO = "NG-SO"
    """
    Sokoto State
    """
    NG_TA = "NG-TA"
    """
    Taraba State
    """
    NG_ZA = "NG-ZA"
    """
    Zamfara State
    """
    NI_AN = "NI-AN"
    """
    North Caribbean Coast Autonomous Region
    """
    NI_AS = "NI-AS"
    """
    South Caribbean Coast Autonomous Region
    """
    NI_BO = "NI-BO"
    """
    Boaco Department
    """
    NI_CA = "NI-CA"
    """
    Carazo Department
    """
    NI_CI = "NI-CI"
    """
    Chinandega Department
    """
    NI_CO = "NI-CO"
    """
    Chontales Department
    """
    NI_ES = "NI-ES"
    """
    Estelí Department
    """
    NI_GR = "NI-GR"
    """
    Granada Department
    """
    NI_JI = "NI-JI"
    """
    Jinotega Department
    """
    NI_LE = "NI-LE"
    """
    León Department
    """
    NI_MD = "NI-MD"
    """
    Madriz Department
    """
    NI_MN = "NI-MN"
    """
    Managua Department
    """
    NI_MS = "NI-MS"
    """
    Masaya Department
    """
    NI_MT = "NI-MT"
    """
    Matagalpa Department
    """
    NI_NS = "NI-NS"
    """
    Nueva Segovia Department
    """
    NI_RI = "NI-RI"
    """
    Rivas Department
    """
    NI_SJ = "NI-SJ"
    """
    Río San Juan Department
    """
    NL_AW = "NL-AW"
    """
    Aruba
    """
    NL_BQ1 = "NL-BQ1"
    """
    Bonaire
    """
    NL_BQ2 = "NL-BQ2"
    """
    Saba
    """
    NL_CW = "NL-CW"
    """
    Curaçao
    """
    NL_DR = "NL-DR"
    """
    Drenthe
    """
    NL_FL = "NL-FL"
    """
    Flevoland
    """
    NL_FR = "NL-FR"
    """
    Friesland
    """
    NL_GE = "NL-GE"
    """
    Gelderland
    """
    NL_GR = "NL-GR"
    """
    Groningen (province)
    """
    NL_LI = "NL-LI"
    """
    Limburg (Netherlands)
    """
    NL_NB = "NL-NB"
    """
    North Brabant
    """
    NL_NH = "NL-NH"
    """
    North Holland
    """
    NL_OV = "NL-OV"
    """
    Overijssel
    """
    NL_SX = "NL-SX"
    """
    Sint Maarten, Dutch Caribbean
    """
    NL_UT = "NL-UT"
    """
    Utrecht (province)
    """
    NL_ZE = "NL-ZE"
    """
    Zeeland
    """
    NL_ZH = "NL-ZH"
    """
    South Holland
    """
    NO_03 = "NO-03"
    """
    Oslo
    """
    NO_04 = "NO-04"
    """
    Hedmark
    """
    NO_05 = "NO-05"
    """
    Oppland
    """
    NO_09 = "NO-09"
    """
    Aust-Agder
    """
    NO_10 = "NO-10"
    """
    Vest-Agder
    """
    NO_11 = "NO-11"
    """
    Rogaland
    """
    NO_12 = "NO-12"
    """
    Hordaland
    """
    NO_14 = "NO-14"
    """
    Sogn og Fjordane
    """
    NO_15 = "NO-15"
    """
    Møre og Romsdal
    """
    NO_16 = "NO-16"
    """
    Sør-Trøndelag
    """
    NO_17 = "NO-17"
    """
    Nord-Trøndelag
    """
    NO_18 = "NO-18"
    """
    Nordland
    """
    NO_21 = "NO-21"
    """
    Svalbard
    """
    NO_22 = "NO-22"
    """
    Jan Mayen
    """
    NO_30 = "NO-30"
    """
    Viken (county)
    """
    NO_31 = "NO-31"
    """
    Østfold
    """
    NO_32 = "NO-32"
    """
    Akershus
    """
    NO_33 = "NO-33"
    """
    Buskerud
    """
    NO_34 = "NO-34"
    """
    Innlandet
    """
    NO_38 = "NO-38"
    """
    Vestfold og Telemark
    """
    NO_39 = "NO-39"
    """
    Vestfold
    """
    NO_3905 = "NO-3905"
    """
    Tønsberg
    """
    NO_40 = "NO-40"
    """
    Telemark
    """
    NO_42 = "NO-42"
    """
    Agder
    """
    NO_46 = "NO-46"
    """
    Vestland
    """
    NO_50 = "NO-50"
    """
    Trøndelag
    """
    NO_54 = "NO-54"
    """
    Troms og Finnmark
    """
    NO_55 = "NO-55"
    """
    Troms
    """
    NO_56 = "NO-56"
    """
    Finnmark
    """
    NP_1 = "NP-1"
    """
    Central Development Region, Nepal
    """
    NP_2 = "NP-2"
    """
    Mid-Western Development Region, Nepal
    """
    NP_3 = "NP-3"
    """
    Western Development Region, Nepal
    """
    NP_4 = "NP-4"
    """
    Eastern Development Region, Nepal
    """
    NP_5 = "NP-5"
    """
    Far-Western Development Region, Nepal
    """
    NP_BA = "NP-BA"
    """
    Bagmati Zone
    """
    NP_BH = "NP-BH"
    """
    Bheri Zone
    """
    NP_DH = "NP-DH"
    """
    Dhawalagiri Zone
    """
    NP_GA = "NP-GA"
    """
    Gandaki Zone
    """
    NP_JA = "NP-JA"
    """
    Janakpur Zone
    """
    NP_KA = "NP-KA"
    """
    Karnali Zone
    """
    NP_KO = "NP-KO"
    """
    Kosi Zone
    """
    NP_LU = "NP-LU"
    """
    Lumbini Zone
    """
    NP_MA = "NP-MA"
    """
    Mahakali Zone
    """
    NP_ME = "NP-ME"
    """
    Mechi Zone
    """
    NP_NA = "NP-NA"
    """
    Narayani Zone
    """
    NP_P1 = "NP-P1"
    """
    Koshi Pradesh
    """
    NP_P2 = "NP-P2"
    """
    Madhesh Province
    """
    NP_P5 = "NP-P5"
    """
    Lumbini Pradesh
    """
    NP_P6 = "NP-P6"
    """
    Karnali Pradesh
    """
    NP_P7 = "NP-P7"
    """
    Sudurpashchim Pradesh
    """
    NP_RA = "NP-RA"
    """
    Rapti Zone
    """
    NP_SA = "NP-SA"
    """
    Sagarmatha Zone
    """
    NP_SE = "NP-SE"
    """
    Seti Zone
    """
    NR_01 = "NR-01"
    """
    Aiwo
    """
    NR_02 = "NR-02"
    """
    Anabar
    """
    NR_03 = "NR-03"
    """
    Anetan
    """
    NR_04 = "NR-04"
    """
    Anibare
    """
    NR_05 = "NR-05"
    """
    Baiti
    """
    NR_06 = "NR-06"
    """
    Boe
    """
    NR_07 = "NR-07"
    """
    Buada
    """
    NR_08 = "NR-08"
    """
    Denigomodu
    """
    NR_09 = "NR-09"
    """
    Ewa District, Nauru
    """
    NR_10 = "NR-10"
    """
    Ijuw
    """
    NR_11 = "NR-11"
    """
    Meneng
    """
    NR_12 = "NR-12"
    """
    Nibok
    """
    NR_13 = "NR-13"
    """
    Uaboe
    """
    NR_14 = "NR-14"
    """
    Yaren
    """
    NZ_AUK = "NZ-AUK"
    """
    Auckland Region
    """
    NZ_BOP = "NZ-BOP"
    """
    Bay of Plenty Region
    """
    NZ_CAN = "NZ-CAN"
    """
    Canterbury Region
    """
    NZ_CIT = "NZ-CIT"
    """
    Chatham Islands
    """
    NZ_GIS = "NZ-GIS"
    """
    Gisborne District
    """
    NZ_HKB = "NZ-HKB"
    """
    Hawke's Bay Region
    """
    NZ_MBH = "NZ-MBH"
    """
    Marlborough District
    """
    NZ_MWT = "NZ-MWT"
    """
    Manawatū-Whanganui Region
    """
    NZ_N = "NZ-N"
    """
    North Island, New Zealand
    """
    NZ_NSN = "NZ-NSN"
    """
    Nelson Region
    """
    NZ_NTL = "NZ-NTL"
    """
    Northland Region
    """
    NZ_OTA = "NZ-OTA"
    """
    Otago Region
    """
    NZ_S = "NZ-S"
    """
    South Island, New Zealand
    """
    NZ_STL = "NZ-STL"
    """
    Southland Region
    """
    NZ_TAS = "NZ-TAS"
    """
    Tasman Region
    """
    NZ_TKI = "NZ-TKI"
    """
    Taranaki Region
    """
    NZ_WGN = "NZ-WGN"
    """
    Wellington Region
    """
    NZ_WKO = "NZ-WKO"
    """
    Waikato Region
    """
    NZ_WTC = "NZ-WTC"
    """
    West Coast Region
    """
    OM_BA = "OM-BA"
    """
    Al-Batinah Region, Oman
    """
    OM_DA = "OM-DA"
    """
    Ad-Dakhiliyyah Governorate, Oman
    """
    OM_MA = "OM-MA"
    """
    Muscat Governorate
    """
    OM_MU = "OM-MU"
    """
    Musandam
    """
    OM_SH = "OM-SH"
    """
    Ash-Sharqiyyah Region, Oman
    """
    OM_WU = "OM-WU"
    """
    Al-Wusta Governorate, Oman
    """
    OM_ZU = "OM-ZU"
    """
    Dhofar
    """
    PA_1 = "PA-1"
    """
    Bocas del Toro Province
    """
    PA_10 = "PA-10"
    """
    Panamá Oeste Province
    """
    PA_2 = "PA-2"
    """
    Coclé Province
    """
    PA_3 = "PA-3"
    """
    Colón Province
    """
    PA_4 = "PA-4"
    """
    Chiriquí Province
    """
    PA_5 = "PA-5"
    """
    Darién Province
    """
    PA_6 = "PA-6"
    """
    Herrera Province
    """
    PA_7 = "PA-7"
    """
    Los Santos Province
    """
    PA_8 = "PA-8"
    """
    Panamá Province
    """
    PA_9 = "PA-9"
    """
    Veraguas Province
    """
    PA_EM = "PA-EM"
    """
    Embera
    """
    PA_KY = "PA-KY"
    """
    Kuna Yala
    """
    PA_NB = "PA-NB"
    """
    Ngöbe Buglé
    """
    PA_NT = "PA-NT"
    """
    Naso Tjër Di
    """
    PE_AMA = "PE-AMA"
    """
    Amazonas Region
    """
    PE_ANC = "PE-ANC"
    """
    Ancash Region
    """
    PE_APU = "PE-APU"
    """
    Apurímac Region
    """
    PE_ARE = "PE-ARE"
    """
    Arequipa Region
    """
    PE_AYA = "PE-AYA"
    """
    Ayacucho Region
    """
    PE_CAJ = "PE-CAJ"
    """
    Cajamarca Region
    """
    PE_CAL = "PE-CAL"
    """
    Callao Region
    """
    PE_CUS = "PE-CUS"
    """
    Cusco Region
    """
    PE_HUC = "PE-HUC"
    """
    Huánuco Region
    """
    PE_HUV = "PE-HUV"
    """
    Huancavelica Region
    """
    PE_ICA = "PE-ICA"
    """
    Ica Region
    """
    PE_JUN = "PE-JUN"
    """
    Junín Region
    """
    PE_LAL = "PE-LAL"
    """
    La Libertad Region
    """
    PE_LAM = "PE-LAM"
    """
    Lambayeque Region
    """
    PE_LIM = "PE-LIM"
    """
    Lima Region
    """
    PE_LMA = "PE-LMA"
    """
    Lima Province
    """
    PE_LOR = "PE-LOR"
    """
    Loreto Region
    """
    PE_MDD = "PE-MDD"
    """
    Madre de Dios Region
    """
    PE_MOQ = "PE-MOQ"
    """
    Moquegua Region
    """
    PE_PAS = "PE-PAS"
    """
    Pasco Region
    """
    PE_PIU = "PE-PIU"
    """
    Piura Region
    """
    PE_PUN = "PE-PUN"
    """
    Puno Region
    """
    PE_SAM = "PE-SAM"
    """
    San Martín Region
    """
    PE_TAC = "PE-TAC"
    """
    Tacna Region
    """
    PE_TUM = "PE-TUM"
    """
    Tumbes Region
    """
    PE_UCA = "PE-UCA"
    """
    Ucayali Region
    """
    PG_CPK = "PG-CPK"
    """
    Chimbu Province
    """
    PG_CPM = "PG-CPM"
    """
    Central Province (Papua New Guinea)
    """
    PG_EBR = "PG-EBR"
    """
    East New Britain Province
    """
    PG_EHG = "PG-EHG"
    """
    Eastern Highlands Province
    """
    PG_EPW = "PG-EPW"
    """
    Enga Province
    """
    PG_ESW = "PG-ESW"
    """
    East Sepik Province (Papua New Guinea)
    """
    PG_GPK = "PG-GPK"
    """
    Gulf Province
    """
    PG_MBA = "PG-MBA"
    """
    Milne Bay Province
    """
    PG_MPL = "PG-MPL"
    """
    Morobe Province
    """
    PG_MPM = "PG-MPM"
    """
    Madang Province
    """
    PG_MRL = "PG-MRL"
    """
    Manus Province
    """
    PG_NCD = "PG-NCD"
    """
    Port Moresby
    """
    PG_NIK = "PG-NIK"
    """
    New Ireland Province
    """
    PG_NSB = "PG-NSB"
    """
    Autonomous Region of Bougainville
    """
    PG_SAN = "PG-SAN"
    """
    West Sepik Province (Papua New Guinea)
    """
    PG_SHM = "PG-SHM"
    """
    Southern Highlands Province
    """
    PG_WPD = "PG-WPD"
    """
    Western Province (Papua New Guinea)
    """
    PH_00 = "PH-00"
    """
    Metro Manila
    """
    PH_01 = "PH-01"
    """
    Ilocos Region
    """
    PH_02 = "PH-02"
    """
    Cagayan Valley
    """
    PH_03 = "PH-03"
    """
    Central Luzon
    """
    PH_05 = "PH-05"
    """
    Bicol Region
    """
    PH_06 = "PH-06"
    """
    Western Visayas
    """
    PH_07 = "PH-07"
    """
    Central Visayas
    """
    PH_08 = "PH-08"
    """
    Eastern Visayas
    """
    PH_09 = "PH-09"
    """
    Zamboanga Peninsula
    """
    PH_10 = "PH-10"
    """
    Northern Mindanao
    """
    PH_11 = "PH-11"
    """
    Davao Region
    """
    PH_12 = "PH-12"
    """
    Soccsksargen
    """
    PH_13 = "PH-13"
    """
    Caraga Region
    """
    PH_14 = "PH-14"
    """
    Autonomous Region in Muslim Mindanao
    """
    PH_15 = "PH-15"
    """
    Cordillera Administrative Region
    """
    PH_40 = "PH-40"
    """
    Calabarzon
    """
    PH_41 = "PH-41"
    """
    Mimaropa
    """
    PH_ABR = "PH-ABR"
    """
    Abra (province)
    """
    PH_AGN = "PH-AGN"
    """
    Agusan del Norte
    """
    PH_AGS = "PH-AGS"
    """
    Agusan del Sur
    """
    PH_AKL = "PH-AKL"
    """
    Aklan
    """
    PH_ALB = "PH-ALB"
    """
    Albay
    """
    PH_ANT = "PH-ANT"
    """
    Antique (province)
    """
    PH_APA = "PH-APA"
    """
    Apayao (province)
    """
    PH_AUR = "PH-AUR"
    """
    Aurora (province)
    """
    PH_BAN = "PH-BAN"
    """
    Bataan
    """
    PH_BAS = "PH-BAS"
    """
    Basilan
    """
    PH_BEN = "PH-BEN"
    """
    Benguet
    """
    PH_BIL = "PH-BIL"
    """
    Biliran
    """
    PH_BOH = "PH-BOH"
    """
    Bohol (province)
    """
    PH_BTG = "PH-BTG"
    """
    Batangas
    """
    PH_BTN = "PH-BTN"
    """
    Batanes
    """
    PH_BUK = "PH-BUK"
    """
    Bukidnon
    """
    PH_BUL = "PH-BUL"
    """
    Bulacan
    """
    PH_CAG = "PH-CAG"
    """
    Cagayan (province)
    """
    PH_CAM = "PH-CAM"
    """
    Camiguin
    """
    PH_CAN = "PH-CAN"
    """
    Camarines Norte
    """
    PH_CAP = "PH-CAP"
    """
    Capiz
    """
    PH_CAS = "PH-CAS"
    """
    Camarines Sur
    """
    PH_CAT = "PH-CAT"
    """
    Catanduanes
    """
    PH_CAV = "PH-CAV"
    """
    Cavite
    """
    PH_CEB = "PH-CEB"
    """
    Cebu (province)
    """
    PH_COM = "PH-COM"
    """
    Davao de Oro
    """
    PH_DAO = "PH-DAO"
    """
    Davao Oriental
    """
    PH_DAS = "PH-DAS"
    """
    Davao del Sur
    """
    PH_DAV = "PH-DAV"
    """
    Davao del Norte
    """
    PH_DIN = "PH-DIN"
    """
    Dinagat Islands
    """
    PH_DVO = "PH-DVO"
    """
    Davao Occidental
    """
    PH_EAS = "PH-EAS"
    """
    Eastern Samar
    """
    PH_GUI = "PH-GUI"
    """
    Guimaras
    """
    PH_IFU = "PH-IFU"
    """
    Ifugao
    """
    PH_ILI = "PH-ILI"
    """
    Iloilo (province)
    """
    PH_ILN = "PH-ILN"
    """
    Ilocos Norte
    """
    PH_ILS = "PH-ILS"
    """
    Ilocos Sur
    """
    PH_ISA = "PH-ISA"
    """
    Isabela (province)
    """
    PH_KAL = "PH-KAL"
    """
    Kalinga (province)
    """
    PH_LAG = "PH-LAG"
    """
    Laguna (province)
    """
    PH_LAN = "PH-LAN"
    """
    Lanao del Norte
    """
    PH_LAS = "PH-LAS"
    """
    Lanao del Sur
    """
    PH_LEY = "PH-LEY"
    """
    Leyte (province)
    """
    PH_LUN = "PH-LUN"
    """
    La Union
    """
    PH_MAD = "PH-MAD"
    """
    Marinduque
    """
    PH_MAG = "PH-MAG"
    """
    Maguindanao (province)
    """
    PH_MAS = "PH-MAS"
    """
    Masbate
    """
    PH_MDC = "PH-MDC"
    """
    Occidental Mindoro
    """
    PH_MDR = "PH-MDR"
    """
    Oriental Mindoro
    """
    PH_MGN = "PH-MGN"
    """
    Maguindanao del Norte
    """
    PH_MGS = "PH-MGS"
    """
    Maguindanao del Sur
    """
    PH_MOU = "PH-MOU"
    """
    Mountain Province
    """
    PH_MSC = "PH-MSC"
    """
    Misamis Occidental
    """
    PH_MSR = "PH-MSR"
    """
    Misamis Oriental
    """
    PH_NCO = "PH-NCO"
    """
    Cotabato
    """
    PH_NEC = "PH-NEC"
    """
    Negros Occidental
    """
    PH_NER = "PH-NER"
    """
    Negros Oriental
    """
    PH_NSA = "PH-NSA"
    """
    Northern Samar
    """
    PH_NUE = "PH-NUE"
    """
    Nueva Ecija
    """
    PH_NUV = "PH-NUV"
    """
    Nueva Vizcaya
    """
    PH_PAM = "PH-PAM"
    """
    Pampanga
    """
    PH_PAN = "PH-PAN"
    """
    Pangasinan
    """
    PH_PLW = "PH-PLW"
    """
    Palawan (province)
    """
    PH_QUE = "PH-QUE"
    """
    Quezon (province)
    """
    PH_QUI = "PH-QUI"
    """
    Quirino (province)
    """
    PH_RIZ = "PH-RIZ"
    """
    Rizal (province)
    """
    PH_ROM = "PH-ROM"
    """
    Romblon (province)
    """
    PH_SAR = "PH-SAR"
    """
    Sarangani
    """
    PH_SCO = "PH-SCO"
    """
    South Cotabato
    """
    PH_SIG = "PH-SIG"
    """
    Siquijor
    """
    PH_SLE = "PH-SLE"
    """
    Southern Leyte
    """
    PH_SLU = "PH-SLU"
    """
    Sulu (province)
    """
    PH_SOR = "PH-SOR"
    """
    Sorsogon
    """
    PH_SUK = "PH-SUK"
    """
    Sultan Kudarat
    """
    PH_SUN = "PH-SUN"
    """
    Surigao del Norte
    """
    PH_SUR = "PH-SUR"
    """
    Surigao del Sur
    """
    PH_TAR = "PH-TAR"
    """
    Tarlac
    """
    PH_TAW = "PH-TAW"
    """
    Tawi-Tawi
    """
    PH_WSA = "PH-WSA"
    """
    Samar (province)
    """
    PH_ZAN = "PH-ZAN"
    """
    Zamboanga del Norte
    """
    PH_ZAS = "PH-ZAS"
    """
    Zamboanga del Sur
    """
    PH_ZMB = "PH-ZMB"
    """
    Zambales
    """
    PH_ZSI = "PH-ZSI"
    """
    Zamboanga Sibugay
    """
    PK_BA = "PK-BA"
    """
    Balochistan (Pakistan)
    """
    PK_GB = "PK-GB"
    """
    Gilgit-Baltistan
    """
    PK_IS = "PK-IS"
    """
    Islamabad Capital Territory
    """
    PK_JK = "PK-JK"
    """
    Azad Kashmir
    """
    PK_KP = "PK-KP"
    """
    Khyber Pakhtunkhwa
    """
    PK_PB = "PK-PB"
    """
    Punjab, Pakistan
    """
    PK_SD = "PK-SD"
    """
    Sindh
    """
    PK_TA = "PK-TA"
    """
    Federally Administered Tribal Areas
    """
    PL_02 = "PL-02"
    """
    Lower Silesian Voivodeship
    """
    PL_04 = "PL-04"
    """
    Kuyavian-Pomeranian Voivodeship
    """
    PL_06 = "PL-06"
    """
    Lublin Voivodeship
    """
    PL_08 = "PL-08"
    """
    Lubusz Voivodeship
    """
    PL_10 = "PL-10"
    """
    Łódź Voivodeship
    """
    PL_12 = "PL-12"
    """
    Lesser Poland Voivodeship
    """
    PL_14 = "PL-14"
    """
    Masovian Voivodeship
    """
    PL_16 = "PL-16"
    """
    Opole Voivodeship
    """
    PL_18 = "PL-18"
    """
    Subcarpathian Voivodeship
    """
    PL_20 = "PL-20"
    """
    Podlaskie Voivodeship
    """
    PL_22 = "PL-22"
    """
    Pomeranian Voivodeship
    """
    PL_24 = "PL-24"
    """
    Silesian Voivodeship
    """
    PL_26 = "PL-26"
    """
    Świętokrzyskie Voivodeship
    """
    PL_28 = "PL-28"
    """
    Warmian-Masurian Voivodeship
    """
    PL_30 = "PL-30"
    """
    Greater Poland Voivodeship
    """
    PL_32 = "PL-32"
    """
    West Pomeranian Voivodeship
    """
    PL_KI = "PL-KI"
    """
    Kielce
    """
    PS_BTH = "PS-BTH"
    """
    Bethlehem Governorate
    """
    PS_HBN = "PS-HBN"
    """
    Hebron Governorate
    """
    PS_JEM = "PS-JEM"
    """
    Jerusalem Governorate
    """
    PS_JEN = "PS-JEN"
    """
    Jenin Governorate
    """
    PS_JRH = "PS-JRH"
    """
    Jericho Governorate
    """
    PS_KYS = "PS-KYS"
    """
    Khan Yunis
    """
    PS_NBS = "PS-NBS"
    """
    Nablus Governorate
    """
    PS_QQA = "PS-QQA"
    """
    Qalqilya Governorate
    """
    PS_RBH = "PS-RBH"
    """
    Ramallah and al-Bireh Governorate
    """
    PS_SLT = "PS-SLT"
    """
    Salfit Governorate
    """
    PS_TBS = "PS-TBS"
    """
    Tubas Governorate
    """
    PS_TKM = "PS-TKM"
    """
    Tulkarm Governorate
    """
    PT_01 = "PT-01"
    """
    Aveiro (district)
    """
    PT_02 = "PT-02"
    """
    Beja (district)
    """
    PT_03 = "PT-03"
    """
    Braga (district)
    """
    PT_04 = "PT-04"
    """
    Bragança (district)
    """
    PT_05 = "PT-05"
    """
    Castelo Branco (district)
    """
    PT_06 = "PT-06"
    """
    Coimbra (district)
    """
    PT_07 = "PT-07"
    """
    Évora (district)
    """
    PT_08 = "PT-08"
    """
    Faro (district)
    """
    PT_09 = "PT-09"
    """
    Guarda (district)
    """
    PT_10 = "PT-10"
    """
    Leiria (district)
    """
    PT_11 = "PT-11"
    """
    Lisbon (district)
    """
    PT_12 = "PT-12"
    """
    Portalegre (district)
    """
    PT_13 = "PT-13"
    """
    Porto (district)
    """
    PT_14 = "PT-14"
    """
    Santarém (district)
    """
    PT_15 = "PT-15"
    """
    Setúbal (district)
    """
    PT_16 = "PT-16"
    """
    Viana do Castelo (district)
    """
    PT_17 = "PT-17"
    """
    Vila Real (district)
    """
    PT_18 = "PT-18"
    """
    Viseu (district)
    """
    PT_20 = "PT-20"
    """
    Azores
    """
    PT_30 = "PT-30"
    """
    Madeira
    """
    PW_002 = "PW-002"
    """
    Aimeliik
    """
    PW_004 = "PW-004"
    """
    Airai
    """
    PW_010 = "PW-010"
    """
    Angaur
    """
    PW_050 = "PW-050"
    """
    Hatohobei
    """
    PW_100 = "PW-100"
    """
    Kayangel
    """
    PW_150 = "PW-150"
    """
    Koror
    """
    PW_212 = "PW-212"
    """
    Melekeok
    """
    PW_214 = "PW-214"
    """
    Ngaraard
    """
    PW_218 = "PW-218"
    """
    Ngarchelong
    """
    PW_222 = "PW-222"
    """
    Ngardmau
    """
    PW_224 = "PW-224"
    """
    Ngatpang
    """
    PW_226 = "PW-226"
    """
    Ngchesar
    """
    PW_227 = "PW-227"
    """
    Ngeremlengui
    """
    PW_228 = "PW-228"
    """
    Ngiwal
    """
    PW_350 = "PW-350"
    """
    Peleliu
    """
    PW_370 = "PW-370"
    """
    Sonsorol
    """
    PY_1 = "PY-1"
    """
    Concepción Department
    """
    PY_10 = "PY-10"
    """
    Alto Paraná Department
    """
    PY_11 = "PY-11"
    """
    Central Department
    """
    PY_12 = "PY-12"
    """
    Ñeembucú Department
    """
    PY_13 = "PY-13"
    """
    Amambay Department
    """
    PY_14 = "PY-14"
    """
    Canindeyú Department
    """
    PY_15 = "PY-15"
    """
    Presidente Hayes Department
    """
    PY_16 = "PY-16"
    """
    Alto Paraguay Department
    """
    PY_19 = "PY-19"
    """
    Boquerón Department
    """
    PY_2 = "PY-2"
    """
    San Pedro Department, Paraguay
    """
    PY_3 = "PY-3"
    """
    Cordillera Department
    """
    PY_4 = "PY-4"
    """
    Guairá Department
    """
    PY_5 = "PY-5"
    """
    Caaguazú Department
    """
    PY_6 = "PY-6"
    """
    Caazapá Department
    """
    PY_7 = "PY-7"
    """
    Itapúa Department
    """
    PY_8 = "PY-8"
    """
    Misiones Department
    """
    PY_9 = "PY-9"
    """
    Paraguarí Department
    """
    PY_ASU = "PY-ASU"
    """
    Asunción
    """
    QA_DA = "QA-DA"
    """
    Doha
    """
    QA_KH = "QA-KH"
    """
    Al Khor
    """
    QA_MS = "QA-MS"
    """
    Al Shamal
    """
    QA_RA = "QA-RA"
    """
    Al Rayyan
    """
    QA_SH = "QA-SH"
    """
    Al-Shahaniya
    """
    QA_US = "QA-US"
    """
    Umm Salal
    """
    QA_WA = "QA-WA"
    """
    Al Wakrah
    """
    QA_ZA = "QA-ZA"
    """
    Al Daayen
    """
    RO_AB = "RO-AB"
    """
    Alba County
    """
    RO_AG = "RO-AG"
    """
    Argeș County
    """
    RO_AR = "RO-AR"
    """
    Arad County
    """
    RO_B = "RO-B"
    """
    Bucharest
    """
    RO_BC = "RO-BC"
    """
    Bacău County
    """
    RO_BH = "RO-BH"
    """
    Bihor County
    """
    RO_BN = "RO-BN"
    """
    Bistrița-Năsăud County
    """
    RO_BR = "RO-BR"
    """
    Brăila County
    """
    RO_BT = "RO-BT"
    """
    Botoșani County
    """
    RO_BV = "RO-BV"
    """
    Brașov County
    """
    RO_BZ = "RO-BZ"
    """
    Buzău County
    """
    RO_CJ = "RO-CJ"
    """
    Cluj County
    """
    RO_CL = "RO-CL"
    """
    Călărași County
    """
    RO_CS = "RO-CS"
    """
    Caraș-Severin County
    """
    RO_CT = "RO-CT"
    """
    Constanța County
    """
    RO_CV = "RO-CV"
    """
    Covasna County
    """
    RO_DB = "RO-DB"
    """
    Dâmbovița County
    """
    RO_DJ = "RO-DJ"
    """
    Dolj County
    """
    RO_GJ = "RO-GJ"
    """
    Gorj County
    """
    RO_GL = "RO-GL"
    """
    Galați County
    """
    RO_GR = "RO-GR"
    """
    Giurgiu County
    """
    RO_HD = "RO-HD"
    """
    Hunedoara County
    """
    RO_HR = "RO-HR"
    """
    Harghita County
    """
    RO_IF = "RO-IF"
    """
    Ilfov County
    """
    RO_IL = "RO-IL"
    """
    Ialomița County
    """
    RO_IS = "RO-IS"
    """
    Iași County
    """
    RO_MH = "RO-MH"
    """
    Mehedinți County
    """
    RO_MM = "RO-MM"
    """
    Maramureș County
    """
    RO_MS = "RO-MS"
    """
    Mureș County
    """
    RO_NT = "RO-NT"
    """
    Neamț County
    """
    RO_OT = "RO-OT"
    """
    Olt County
    """
    RO_PH = "RO-PH"
    """
    Prahova County
    """
    RO_SB = "RO-SB"
    """
    Sibiu County
    """
    RO_SJ = "RO-SJ"
    """
    Sălaj County
    """
    RO_SM = "RO-SM"
    """
    Satu Mare County
    """
    RO_SV = "RO-SV"
    """
    Suceava County
    """
    RO_TL = "RO-TL"
    """
    Tulcea County
    """
    RO_TM = "RO-TM"
    """
    Timiș County
    """
    RO_TR = "RO-TR"
    """
    Teleorman County
    """
    RO_VL = "RO-VL"
    """
    Vâlcea County
    """
    RO_VN = "RO-VN"
    """
    Vrancea County
    """
    RO_VS = "RO-VS"
    """
    Vaslui County
    """
    RS_00 = "RS-00"
    """
    Belgrade
    """
    RS_01 = "RS-01"
    """
    North Bačka District
    """
    RS_02 = "RS-02"
    """
    Central Banat District
    """
    RS_03 = "RS-03"
    """
    North Banat District
    """
    RS_04 = "RS-04"
    """
    South Banat District
    """
    RS_05 = "RS-05"
    """
    West Bačka District
    """
    RS_06 = "RS-06"
    """
    South Bačka District
    """
    RS_07 = "RS-07"
    """
    Syrmia District
    """
    RS_08 = "RS-08"
    """
    Mačva District
    """
    RS_09 = "RS-09"
    """
    Kolubara District
    """
    RS_10 = "RS-10"
    """
    Podunavlje District
    """
    RS_11 = "RS-11"
    """
    Braničevo District
    """
    RS_12 = "RS-12"
    """
    Šumadija District
    """
    RS_13 = "RS-13"
    """
    Pomoravlje District
    """
    RS_14 = "RS-14"
    """
    Bor District
    """
    RS_15 = "RS-15"
    """
    Zaječar District
    """
    RS_16 = "RS-16"
    """
    Zlatibor District
    """
    RS_17 = "RS-17"
    """
    Moravica District
    """
    RS_18 = "RS-18"
    """
    Raška District
    """
    RS_19 = "RS-19"
    """
    Rasina District
    """
    RS_20 = "RS-20"
    """
    Nišava District
    """
    RS_21 = "RS-21"
    """
    Toplica District
    """
    RS_22 = "RS-22"
    """
    Pirot District
    """
    RS_23 = "RS-23"
    """
    Jablanica District
    """
    RS_24 = "RS-24"
    """
    Pčinja District
    """
    RS_25 = "RS-25"
    """
    Kosovo District
    """
    RS_27 = "RS-27"
    """
    Prizren District
    """
    RS_KM = "RS-KM"
    """
    Kosovo
    """
    RS_VO = "RS-VO"
    """
    Vojvodina
    """
    RU_AD = "RU-AD"
    """
    Adygea
    """
    RU_AL = "RU-AL"
    """
    Altai Republic
    """
    RU_ALT = "RU-ALT"
    """
    Altai Krai
    """
    RU_AMU = "RU-AMU"
    """
    Amur Oblast
    """
    RU_ARK = "RU-ARK"
    """
    Arkhangelsk Oblast
    """
    RU_AST = "RU-AST"
    """
    Astrakhan Oblast
    """
    RU_BA = "RU-BA"
    """
    Bashkortostan
    """
    RU_BEL = "RU-BEL"
    """
    Belgorod Oblast
    """
    RU_BRY = "RU-BRY"
    """
    Bryansk Oblast
    """
    RU_BU = "RU-BU"
    """
    Buryatia
    """
    RU_CE = "RU-CE"
    """
    Chechnya
    """
    RU_CHE = "RU-CHE"
    """
    Chelyabinsk Oblast
    """
    RU_CHU = "RU-CHU"
    """
    Chukotka
    """
    RU_CU = "RU-CU"
    """
    Chuvashia
    """
    RU_DA = "RU-DA"
    """
    Dagestan
    """
    RU_IN = "RU-IN"
    """
    Ingushetia
    """
    RU_IRK = "RU-IRK"
    """
    Irkutsk Oblast
    """
    RU_IVA = "RU-IVA"
    """
    Ivanovo Oblast
    """
    RU_KAM = "RU-KAM"
    """
    Kamchatka Krai
    """
    RU_KB = "RU-KB"
    """
    Kabardino-Balkaria
    """
    RU_KC = "RU-KC"
    """
    Karachay-Cherkessia
    """
    RU_KDA = "RU-KDA"
    """
    Krasnodar Krai
    """
    RU_KEM = "RU-KEM"
    """
    Kemerovo Oblast
    """
    RU_KGD = "RU-KGD"
    """
    Kaliningrad Oblast
    """
    RU_KGN = "RU-KGN"
    """
    Kurgan Oblast
    """
    RU_KHA = "RU-KHA"
    """
    Khabarovsk Krai
    """
    RU_KHM = "RU-KHM"
    """
    Khantia-Mansia
    """
    RU_KIR = "RU-KIR"
    """
    Kirov Oblast
    """
    RU_KK = "RU-KK"
    """
    Khakassia
    """
    RU_KL = "RU-KL"
    """
    Kalmykia
    """
    RU_KLU = "RU-KLU"
    """
    Kaluga Oblast
    """
    RU_KO = "RU-KO"
    """
    Komi
    """
    RU_KOS = "RU-KOS"
    """
    Kostroma Oblast
    """
    RU_KR = "RU-KR"
    """
    Republic of Karelia
    """
    RU_KRS = "RU-KRS"
    """
    Kursk Oblast
    """
    RU_KYA = "RU-KYA"
    """
    Krasnoyarsk Krai
    """
    RU_LEN = "RU-LEN"
    """
    Leningrad Oblast
    """
    RU_LIP = "RU-LIP"
    """
    Lipetsk Oblast
    """
    RU_MAG = "RU-MAG"
    """
    Magadan Oblast
    """
    RU_ME = "RU-ME"
    """
    Mari El
    """
    RU_MO = "RU-MO"
    """
    Mordovia
    """
    RU_MOS = "RU-MOS"
    """
    Moscow Oblast
    """
    RU_MOW = "RU-MOW"
    """
    Moscow
    """
    RU_MUR = "RU-MUR"
    """
    Murmansk Oblast
    """
    RU_NEN = "RU-NEN"
    """
    Nenetsia
    """
    RU_NGR = "RU-NGR"
    """
    Novgorod Oblast
    """
    RU_NIZ = "RU-NIZ"
    """
    Nizhny Novgorod Oblast
    """
    RU_NVS = "RU-NVS"
    """
    Novosibirsk Oblast
    """
    RU_OMS = "RU-OMS"
    """
    Omsk Oblast
    """
    RU_ORE = "RU-ORE"
    """
    Orenburg Oblast
    """
    RU_ORL = "RU-ORL"
    """
    Oryol Oblast
    """
    RU_PER = "RU-PER"
    """
    Perm Krai
    """
    RU_PNZ = "RU-PNZ"
    """
    Penza Oblast
    """
    RU_PRI = "RU-PRI"
    """
    Primorsky Krai
    """
    RU_PSK = "RU-PSK"
    """
    Pskov Oblast
    """
    RU_ROS = "RU-ROS"
    """
    Rostov Oblast
    """
    RU_RYA = "RU-RYA"
    """
    Ryazan Oblast
    """
    RU_SA = "RU-SA"
    """
    Sakha Republic
    """
    RU_SAK = "RU-SAK"
    """
    Sakhalin Oblast
    """
    RU_SAM = "RU-SAM"
    """
    Samara Oblast
    """
    RU_SAR = "RU-SAR"
    """
    Saratov Oblast
    """
    RU_SE = "RU-SE"
    """
    North Ossetia – Alania
    """
    RU_SMO = "RU-SMO"
    """
    Smolensk Oblast
    """
    RU_SPE = "RU-SPE"
    """
    Saint Petersburg
    """
    RU_STA = "RU-STA"
    """
    Stavropol Krai
    """
    RU_SVE = "RU-SVE"
    """
    Sverdlovsk Oblast
    """
    RU_TA = "RU-TA"
    """
    Tatarstan
    """
    RU_TAM = "RU-TAM"
    """
    Tambov Oblast
    """
    RU_TOM = "RU-TOM"
    """
    Tomsk Oblast
    """
    RU_TUL = "RU-TUL"
    """
    Tula Oblast
    """
    RU_TVE = "RU-TVE"
    """
    Tver Oblast
    """
    RU_TY = "RU-TY"
    """
    Tyva
    """
    RU_TYU = "RU-TYU"
    """
    Tyumen Oblast
    """
    RU_UD = "RU-UD"
    """
    Udmurtia
    """
    RU_ULY = "RU-ULY"
    """
    Ulyanovsk Oblast
    """
    RU_VGG = "RU-VGG"
    """
    Volgograd Oblast
    """
    RU_VLA = "RU-VLA"
    """
    Vladimir Oblast
    """
    RU_VLG = "RU-VLG"
    """
    Vologda Oblast
    """
    RU_VOR = "RU-VOR"
    """
    Voronezh Oblast
    """
    RU_YAN = "RU-YAN"
    """
    Yamalo-Nenets Autonomous Okrug
    """
    RU_YAR = "RU-YAR"
    """
    Yaroslavl Oblast
    """
    RU_YEV = "RU-YEV"
    """
    Jewish Autonomous Oblast
    """
    RU_ZAB = "RU-ZAB"
    """
    Zabaykalsky Krai
    """
    RW_01 = "RW-01"
    """
    Kigali
    """
    RW_02 = "RW-02"
    """
    East Province, Rwanda
    """
    RW_03 = "RW-03"
    """
    North Province, Rwanda
    """
    RW_04 = "RW-04"
    """
    West Province, Rwanda
    """
    RW_05 = "RW-05"
    """
    South Province, Rwanda
    """
    SA_01 = "SA-01"
    """
    Riyadh Province
    """
    SA_02 = "SA-02"
    """
    Makkah Province
    """
    SA_03 = "SA-03"
    """
    Al Madinah Province
    """
    SA_04 = "SA-04"
    """
    Eastern Province, Saudi Arabia
    """
    SA_05 = "SA-05"
    """
    Al-Qassim Province
    """
    SA_06 = "SA-06"
    """
    Ha'il province
    """
    SA_07 = "SA-07"
    """
    Tabuk Province
    """
    SA_08 = "SA-08"
    """
    Northern Borders Province
    """
    SA_09 = "SA-09"
    """
    Jazan Province
    """
    SA_10 = "SA-10"
    """
    Najran Province
    """
    SA_11 = "SA-11"
    """
    Al-Baha Province
    """
    SA_12 = "SA-12"
    """
    Al-Jowf Province
    """
    SA_14 = "SA-14"
    """
    Asir Province
    """
    SB_CT = "SB-CT"
    """
    Honiara
    """
    SB_MK = "SB-MK"
    """
    Makira
    """
    SB_WE = "SB-WE"
    """
    Western Province, Solomon Islands
    """
    SC_05 = "SC-05"
    """
    Anse Royale
    """
    SC_08 = "SC-08"
    """
    Beau Vallon
    """
    SC_10 = "SC-10"
    """
    Bel-Ombre, Mauritius
    """
    SC_14 = "SC-14"
    """
    Grand'Anse Praslin
    """
    SC_15 = "SC-15"
    """
    La Digue
    """
    SC_24 = "SC-24"
    """
    Les Mamelles
    """
    SD_DW = "SD-DW"
    """
    West Darfur
    """
    SD_GZ = "SD-GZ"
    """
    Gezira (state)
    """
    SD_KH = "SD-KH"
    """
    Khartoum (state)
    """
    SD_KN = "SD-KN"
    """
    North Kurdufan
    """
    SD_KS = "SD-KS"
    """
    South Kurdufan state
    """
    SD_NW = "SD-NW"
    """
    White Nile (state)
    """
    SD_SI = "SD-SI"
    """
    Sennar (state)
    """
    SE_AB = "SE-AB"
    """
    Stockholm County
    """
    SE_AC = "SE-AC"
    """
    Västerbotten County
    """
    SE_BD = "SE-BD"
    """
    Norrbotten County
    """
    SE_C = "SE-C"
    """
    Uppsala County
    """
    SE_D = "SE-D"
    """
    Södermanland County
    """
    SE_E = "SE-E"
    """
    Östergötland County
    """
    SE_F = "SE-F"
    """
    Jönköping County
    """
    SE_G = "SE-G"
    """
    Kronoberg County
    """
    SE_H = "SE-H"
    """
    Kalmar County
    """
    SE_I = "SE-I"
    """
    Gotland
    """
    SE_K = "SE-K"
    """
    Blekinge
    """
    SE_M = "SE-M"
    """
    Skåne County
    """
    SE_N = "SE-N"
    """
    Halland County
    """
    SE_O = "SE-O"
    """
    Västra Götaland County
    """
    SE_S = "SE-S"
    """
    Värmland County
    """
    SE_T = "SE-T"
    """
    Örebro County
    """
    SE_U = "SE-U"
    """
    Västmanland County
    """
    SE_W = "SE-W"
    """
    Dalarna County
    """
    SE_X = "SE-X"
    """
    Gävleborg County
    """
    SE_Y = "SE-Y"
    """
    Västernorrland County
    """
    SE_Z = "SE-Z"
    """
    Jämtland County
    """
    SH_AC = "SH-AC"
    """
    Ascension Island
    """
    SH_HL = "SH-HL"
    """
    Saint Helena Island
    """
    SH_TA = "SH-TA"
    """
    Tristan da Cunha
    """
    SI_001 = "SI-001"
    """
    Municipality of Ajdovščina
    """
    SI_002 = "SI-002"
    """
    Municipality of Beltinci
    """
    SI_003 = "SI-003"
    """
    Municipality of Bled
    """
    SI_004 = "SI-004"
    """
    Municipality of Bohinj
    """
    SI_005 = "SI-005"
    """
    Municipality of Borovnica
    """
    SI_006 = "SI-006"
    """
    Municipality of Bovec
    """
    SI_007 = "SI-007"
    """
    Municipality of Brda
    """
    SI_008 = "SI-008"
    """
    Municipality of Brezovica
    """
    SI_009 = "SI-009"
    """
    Municipality of Brežice
    """
    SI_010 = "SI-010"
    """
    Municipality of Tišina
    """
    SI_011 = "SI-011"
    """
    City Municipality of Celje
    """
    SI_012 = "SI-012"
    """
    Municipality of Cerklje na Gorenjskem
    """
    SI_013 = "SI-013"
    """
    Municipality of Cerknica
    """
    SI_014 = "SI-014"
    """
    Municipality of Cerkno
    """
    SI_015 = "SI-015"
    """
    Municipality of Črenšovci
    """
    SI_016 = "SI-016"
    """
    Municipality of Črna na Koroškem
    """
    SI_017 = "SI-017"
    """
    Municipality of Črnomelj
    """
    SI_018 = "SI-018"
    """
    Municipality of Destrnik
    """
    SI_019 = "SI-019"
    """
    Municipality of Divača
    """
    SI_020 = "SI-020"
    """
    Municipality of Dobrepolje
    """
    SI_021 = "SI-021"
    """
    Municipality of Dobrova–Polhov Gradec
    """
    SI_022 = "SI-022"
    """
    Municipality of Dol pri Ljubljani
    """
    SI_023 = "SI-023"
    """
    Municipality of Domžale
    """
    SI_024 = "SI-024"
    """
    Municipality of Dornava
    """
    SI_025 = "SI-025"
    """
    Municipality of Dravograd
    """
    SI_026 = "SI-026"
    """
    Municipality of Duplek
    """
    SI_027 = "SI-027"
    """
    Municipality of Gorenja Vas–Poljane
    """
    SI_028 = "SI-028"
    """
    Municipality of Gorišnica
    """
    SI_029 = "SI-029"
    """
    Municipality of Gornja Radgona
    """
    SI_030 = "SI-030"
    """
    Municipality of Gornji Grad
    """
    SI_031 = "SI-031"
    """
    Municipality of Gornji Petrovci
    """
    SI_032 = "SI-032"
    """
    Municipality of Grosuplje
    """
    SI_033 = "SI-033"
    """
    Municipality of Šalovci
    """
    SI_034 = "SI-034"
    """
    Municipality of Hrastnik
    """
    SI_035 = "SI-035"
    """
    Municipality of Hrpelje-Kozina
    """
    SI_036 = "SI-036"
    """
    Municipality of Idrija
    """
    SI_037 = "SI-037"
    """
    Municipality of Ig
    """
    SI_038 = "SI-038"
    """
    Municipality of Ilirska Bistrica
    """
    SI_039 = "SI-039"
    """
    Municipality of Ivančna Gorica
    """
    SI_040 = "SI-040"
    """
    Municipality of Izola
    """
    SI_041 = "SI-041"
    """
    Jesenice municipality
    """
    SI_042 = "SI-042"
    """
    Municipality of Juršinci
    """
    SI_043 = "SI-043"
    """
    Municipality of Kamnik
    """
    SI_044 = "SI-044"
    """
    Municipality of Kanal
    """
    SI_045 = "SI-045"
    """
    Municipality of Kidričevo
    """
    SI_046 = "SI-046"
    """
    Municipality of Kobarid
    """
    SI_047 = "SI-047"
    """
    Municipality of Kobilje
    """
    SI_048 = "SI-048"
    """
    Municipality of Kočevje
    """
    SI_049 = "SI-049"
    """
    Municipality of Komen
    """
    SI_050 = "SI-050"
    """
    City Municipality of Koper
    """
    SI_051 = "SI-051"
    """
    Municipality of Kozje
    """
    SI_052 = "SI-052"
    """
    City Municipality of Kranj
    """
    SI_053 = "SI-053"
    """
    Municipality of Kranjska Gora
    """
    SI_054 = "SI-054"
    """
    City Municipality of Krško
    """
    SI_055 = "SI-055"
    """
    Municipality of Kungota
    """
    SI_056 = "SI-056"
    """
    Municipality of Kuzma
    """
    SI_057 = "SI-057"
    """
    Municipality of Laško
    """
    SI_058 = "SI-058"
    """
    Municipality of Lenart
    """
    SI_059 = "SI-059"
    """
    Municipality of Lendava
    """
    SI_060 = "SI-060"
    """
    Municipality of Litija
    """
    SI_061 = "SI-061"
    """
    City Municipality of Ljubljana
    """
    SI_062 = "SI-062"
    """
    Municipality of Ljubno
    """
    SI_063 = "SI-063"
    """
    Municipality of Ljutomer
    """
    SI_064 = "SI-064"
    """
    Municipality of Logatec
    """
    SI_065 = "SI-065"
    """
    Municipality of Loška Dolina
    """
    SI_066 = "SI-066"
    """
    Municipality of Loški Potok
    """
    SI_067 = "SI-067"
    """
    Municipality of Luče
    """
    SI_068 = "SI-068"
    """
    Municipality of Lukovica
    """
    SI_069 = "SI-069"
    """
    Municipality of Majšperk
    """
    SI_070 = "SI-070"
    """
    City Municipality of Maribor
    """
    SI_071 = "SI-071"
    """
    Municipality of Medvode
    """
    SI_072 = "SI-072"
    """
    Municipality of Mengeš
    """
    SI_073 = "SI-073"
    """
    Metlika municipality
    """
    SI_074 = "SI-074"
    """
    Municipality of Mežica
    """
    SI_075 = "SI-075"
    """
    Municipality of Miren–Kostanjevica
    """
    SI_076 = "SI-076"
    """
    Municipality of Mislinja
    """
    SI_077 = "SI-077"
    """
    Municipality of Moravče
    """
    SI_078 = "SI-078"
    """
    Municipality of Moravske Toplice
    """
    SI_079 = "SI-079"
    """
    Municipality of Mozirje
    """
    SI_080 = "SI-080"
    """
    City Municipality of Murska Sobota
    """
    SI_081 = "SI-081"
    """
    Municipality of Muta
    """
    SI_082 = "SI-082"
    """
    Municipality of Naklo
    """
    SI_083 = "SI-083"
    """
    Municipality of Nazarje
    """
    SI_084 = "SI-084"
    """
    City Municipality of Nova Gorica
    """
    SI_085 = "SI-085"
    """
    City Municipality of Novo Mesto
    """
    SI_086 = "SI-086"
    """
    Municipality of Odranci
    """
    SI_087 = "SI-087"
    """
    Municipality of Ormož
    """
    SI_088 = "SI-088"
    """
    Osilnica municipality
    """
    SI_089 = "SI-089"
    """
    Municipality of Pesnica
    """
    SI_090 = "SI-090"
    """
    Municipality of Piran
    """
    SI_091 = "SI-091"
    """
    Municipality of Pivka
    """
    SI_092 = "SI-092"
    """
    Municipality of Podčetrtek
    """
    SI_093 = "SI-093"
    """
    Municipality of Podvelka
    """
    SI_094 = "SI-094"
    """
    Postojna
    """
    SI_095 = "SI-095"
    """
    Municipality of Preddvor
    """
    SI_096 = "SI-096"
    """
    Ptuj
    """
    SI_097 = "SI-097"
    """
    Municipality of Puconci
    """
    SI_098 = "SI-098"
    """
    Municipality of Rače-Fram
    """
    SI_099 = "SI-099"
    """
    Municipality of Radeče
    """
    SI_100 = "SI-100"
    """
    Municipality of Radenci
    """
    SI_101 = "SI-101"
    """
    Municipality of Radlje ob Dravi
    """
    SI_102 = "SI-102"
    """
    Municipality of Radovljica
    """
    SI_103 = "SI-103"
    """
    Municipality of Ravne na Koroškem
    """
    SI_104 = "SI-104"
    """
    Ribnica municipality
    """
    SI_105 = "SI-105"
    """
    Municipality of Rogašovci
    """
    SI_106 = "SI-106"
    """
    Municipality of Rogaška Slatina
    """
    SI_107 = "SI-107"
    """
    Municipality of Rogatec
    """
    SI_108 = "SI-108"
    """
    Municipality of Ruše
    """
    SI_109 = "SI-109"
    """
    Municipality of Semič
    """
    SI_110 = "SI-110"
    """
    Municipality of Sevnica
    """
    SI_111 = "SI-111"
    """
    Municipality of Sežana
    """
    SI_112 = "SI-112"
    """
    City Municipality of Slovenj Gradec
    """
    SI_113 = "SI-113"
    """
    Municipality of Slovenska Bistrica
    """
    SI_114 = "SI-114"
    """
    Municipality of Slovenske Konjice
    """
    SI_115 = "SI-115"
    """
    Municipality of Starše
    """
    SI_116 = "SI-116"
    """
    Municipality of Sveti Jurij ob Ščavnici
    """
    SI_117 = "SI-117"
    """
    Municipality of Šenčur
    """
    SI_118 = "SI-118"
    """
    Municipality of Šentilj
    """
    SI_119 = "SI-119"
    """
    Šentjernej municipality
    """
    SI_120 = "SI-120"
    """
    Municipality of Šentjur
    """
    SI_121 = "SI-121"
    """
    Municipality of Škocjan
    """
    SI_122 = "SI-122"
    """
    Municipality of Škofja Loka
    """
    SI_123 = "SI-123"
    """
    Municipality of Škofljica
    """
    SI_124 = "SI-124"
    """
    Municipality of Šmarje pri Jelšah
    """
    SI_125 = "SI-125"
    """
    Municipality of Šmartno ob Paki
    """
    SI_126 = "SI-126"
    """
    Municipality of Šoštanj
    """
    SI_127 = "SI-127"
    """
    Municipality of Štore
    """
    SI_128 = "SI-128"
    """
    Municipality of Tolmin
    """
    SI_129 = "SI-129"
    """
    Municipality of Trbovlje
    """
    SI_130 = "SI-130"
    """
    Municipality of Trebnje
    """
    SI_131 = "SI-131"
    """
    Municipality of Tržič
    """
    SI_132 = "SI-132"
    """
    Municipality of Turnišče
    """
    SI_133 = "SI-133"
    """
    City Municipality of Velenje
    """
    SI_134 = "SI-134"
    """
    Municipality of Velike Lašče
    """
    SI_135 = "SI-135"
    """
    Municipality of Videm
    """
    SI_136 = "SI-136"
    """
    Vipava
    """
    SI_137 = "SI-137"
    """
    Municipality of Vitanje
    """
    SI_138 = "SI-138"
    """
    Municipality of Vodice
    """
    SI_139 = "SI-139"
    """
    Municipality of Vojnik
    """
    SI_140 = "SI-140"
    """
    Municipality of Vrhnika
    """
    SI_141 = "SI-141"
    """
    Municipality of Vuzenica
    """
    SI_142 = "SI-142"
    """
    Municipality of Zagorje ob Savi
    """
    SI_143 = "SI-143"
    """
    Municipality of Zavrč
    """
    SI_144 = "SI-144"
    """
    Municipality of Zreče
    """
    SI_146 = "SI-146"
    """
    Municipality of Železniki
    """
    SI_147 = "SI-147"
    """
    Municipality of Žiri
    """
    SI_148 = "SI-148"
    """
    Municipality of Benedikt
    """
    SI_149 = "SI-149"
    """
    Municipality of Bistrica ob Sotli
    """
    SI_150 = "SI-150"
    """
    Municipality of Bloke
    """
    SI_151 = "SI-151"
    """
    Municipality of Braslovče
    """
    SI_152 = "SI-152"
    """
    Municipality of Cankova
    """
    SI_153 = "SI-153"
    """
    Municipality of Cerkvenjak
    """
    SI_154 = "SI-154"
    """
    Municipality of Dobje
    """
    SI_155 = "SI-155"
    """
    Municipality of Dobrna
    """
    SI_156 = "SI-156"
    """
    Municipality of Dobrovnik
    """
    SI_157 = "SI-157"
    """
    Municipality of Dolenjske Toplice
    """
    SI_158 = "SI-158"
    """
    Municipality of Grad
    """
    SI_159 = "SI-159"
    """
    Municipality of Hajdina
    """
    SI_160 = "SI-160"
    """
    Municipality of Hoče-Slivnica
    """
    SI_161 = "SI-161"
    """
    Municipality of Hodoš
    """
    SI_162 = "SI-162"
    """
    Municipality of Horjul
    """
    SI_163 = "SI-163"
    """
    Municipality of Jezersko
    """
    SI_164 = "SI-164"
    """
    Municipality of Komenda
    """
    SI_165 = "SI-165"
    """
    Municipality of Kostel
    """
    SI_166 = "SI-166"
    """
    Municipality of Križevci
    """
    SI_167 = "SI-167"
    """
    Municipality of Lovrenc na Pohorju
    """
    SI_168 = "SI-168"
    """
    Municipality of Markovci
    """
    SI_169 = "SI-169"
    """
    Municipality of Miklavž na Dravskem Polju
    """
    SI_170 = "SI-170"
    """
    Municipality of Mirna Peč
    """
    SI_171 = "SI-171"
    """
    Municipality of Oplotnica
    """
    SI_172 = "SI-172"
    """
    Municipality of Podlehnik
    """
    SI_173 = "SI-173"
    """
    Municipality of Polzela
    """
    SI_174 = "SI-174"
    """
    Municipality of Prebold
    """
    SI_175 = "SI-175"
    """
    Municipality of Prevalje
    """
    SI_176 = "SI-176"
    """
    Municipality of Razkrižje
    """
    SI_177 = "SI-177"
    """
    Municipality of Ribnica na Pohorju
    """
    SI_178 = "SI-178"
    """
    Municipality of Selnica ob Dravi
    """
    SI_179 = "SI-179"
    """
    Sodražica municipality
    """
    SI_180 = "SI-180"
    """
    Municipality of Solčava
    """
    SI_181 = "SI-181"
    """
    Municipality of Sveta Ana
    """
    SI_182 = "SI-182"
    """
    Municipality of Sveti Andraž v Slovenskih Goricah
    """
    SI_183 = "SI-183"
    """
    Municipality of Šempeter-Vrtojba
    """
    SI_184 = "SI-184"
    """
    Municipality of Tabor
    """
    SI_185 = "SI-185"
    """
    Municipality of Trnovska Vas
    """
    SI_186 = "SI-186"
    """
    Trzin
    """
    SI_187 = "SI-187"
    """
    Municipality of Velika Polana
    """
    SI_188 = "SI-188"
    """
    Municipality of Veržej
    """
    SI_189 = "SI-189"
    """
    Municipality of Vransko
    """
    SI_190 = "SI-190"
    """
    Municipality of Žalec
    """
    SI_191 = "SI-191"
    """
    Municipality of Žetale
    """
    SI_192 = "SI-192"
    """
    Žirovnica
    """
    SI_193 = "SI-193"
    """
    Žužemberk municipality
    """
    SI_194 = "SI-194"
    """
    Šmartno pri Litiji municipality
    """
    SI_195 = "SI-195"
    """
    Municipality of Apače
    """
    SI_196 = "SI-196"
    """
    Municipality of Cirkulane
    """
    SI_197 = "SI-197"
    """
    Municipality of Kostanjevica na Krki
    """
    SI_198 = "SI-198"
    """
    Municipality of Makole
    """
    SI_199 = "SI-199"
    """
    Municipality of Mokronog–Trebelno
    """
    SI_200 = "SI-200"
    """
    Municipality of Poljčane
    """
    SI_201 = "SI-201"
    """
    Municipality of Renče-Vogrsko
    """
    SI_202 = "SI-202"
    """
    Municipality of Središče ob Dravi
    """
    SI_203 = "SI-203"
    """
    Straža municipality
    """
    SI_204 = "SI-204"
    """
    Municipality of Sveta Trojica v Slovenskih Goricah
    """
    SI_205 = "SI-205"
    """
    Municipality of Sveti Tomaž
    """
    SI_206 = "SI-206"
    """
    Šmarješke Toplice municipality
    """
    SI_207 = "SI-207"
    """
    Municipality of Gorje
    """
    SI_208 = "SI-208"
    """
    Municipality of Log-Dragomer
    """
    SI_209 = "SI-209"
    """
    Municipality of Rečica ob Savinji
    """
    SI_210 = "SI-210"
    """
    Municipality of Sveti Jurij v Slovenskih Goricah
    """
    SI_211 = "SI-211"
    """
    Šentrupert municipality
    """
    SI_212 = "SI-212"
    """
    Municipality of Mirna
    """
    SI_213 = "SI-213"
    """
    Municipality of Ankaran
    """
    SK_BC = "SK-BC"
    """
    Banská Bystrica Region
    """
    SK_BL = "SK-BL"
    """
    Bratislava Region
    """
    SK_KI = "SK-KI"
    """
    Košice Region
    """
    SK_NI = "SK-NI"
    """
    Nitra Region
    """
    SK_PV = "SK-PV"
    """
    Prešov Region
    """
    SK_TA = "SK-TA"
    """
    Trnava Region
    """
    SK_TC = "SK-TC"
    """
    Trenčín Region
    """
    SK_ZI = "SK-ZI"
    """
    Žilina Region
    """
    SL_E = "SL-E"
    """
    Eastern Province, Sierra Leone
    """
    SL_N = "SL-N"
    """
    Provinces of Sierra Leone
    """
    SL_NW = "SL-NW"
    """
    North West Province, Sierra Leone
    """
    SL_S = "SL-S"
    """
    Provinces of Sierra Leone
    """
    SL_W = "SL-W"
    """
    Provinces of Sierra Leone
    """
    SM_01 = "SM-01"
    """
    Acquaviva
    """
    SM_02 = "SM-02"
    """
    Chiesanuova (San Marino)
    """
    SM_03 = "SM-03"
    """
    Domagnano
    """
    SM_04 = "SM-04"
    """
    Faetano
    """
    SM_05 = "SM-05"
    """
    Fiorentino
    """
    SM_06 = "SM-06"
    """
    Borgo Maggiore
    """
    SM_07 = "SM-07"
    """
    San Marino (city)
    """
    SM_08 = "SM-08"
    """
    Montegiardino
    """
    SM_09 = "SM-09"
    """
    Serravalle (San Marino)
    """
    SN_DB = "SN-DB"
    """
    Diourbel Region
    """
    SN_DK = "SN-DK"
    """
    Dakar Region
    """
    SN_FK = "SN-FK"
    """
    Fatick Region
    """
    SN_KA = "SN-KA"
    """
    Kaffrine Region
    """
    SN_KD = "SN-KD"
    """
    Kolda Region
    """
    SN_KE = "SN-KE"
    """
    Kédougou Region
    """
    SN_KL = "SN-KL"
    """
    Kaolack Region
    """
    SN_LG = "SN-LG"
    """
    Louga Region
    """
    SN_MT = "SN-MT"
    """
    Matam Region
    """
    SN_SE = "SN-SE"
    """
    Sédhiou Region
    """
    SN_SL = "SN-SL"
    """
    Saint-Louis Region
    """
    SN_TC = "SN-TC"
    """
    Tambacounda Region
    """
    SN_TH = "SN-TH"
    """
    Thiès Region
    """
    SN_ZG = "SN-ZG"
    """
    Ziguinchor Region
    """
    SO_AW = "SO-AW"
    """
    Awdal Region
    """
    SO_BK = "SO-BK"
    """
    Bakool Region
    """
    SO_BN = "SO-BN"
    """
    Banaadir Region
    """
    SO_BR = "SO-BR"
    """
    Bari Region
    """
    SO_BY = "SO-BY"
    """
    Bay Region
    """
    SO_GA = "SO-GA"
    """
    Galguduud Region
    """
    SO_GE = "SO-GE"
    """
    Gedo Region
    """
    SO_JD = "SO-JD"
    """
    Middle Juba Region
    """
    SO_JH = "SO-JH"
    """
    Lower Juba Region
    """
    SO_MU = "SO-MU"
    """
    Mudug Region
    """
    SO_NU = "SO-NU"
    """
    Nugal Region
    """
    SO_SA = "SO-SA"
    """
    Sanaag Region (Somaliland)
    """
    SO_SD = "SO-SD"
    """
    Middle Shabele Region
    """
    SO_SH = "SO-SH"
    """
    Lower Shabele Region
    """
    SO_SO = "SO-SO"
    """
    Sool Region
    """
    SO_WO = "SO-WO"
    """
    Maroodi Jeeh Region
    """
    SR_BR = "SR-BR"
    """
    Brokopondo District
    """
    SR_CM = "SR-CM"
    """
    Commewijne District
    """
    SR_CR = "SR-CR"
    """
    Coronie District
    """
    SR_MA = "SR-MA"
    """
    Marowijne District
    """
    SR_NI = "SR-NI"
    """
    Nickerie District
    """
    SR_PM = "SR-PM"
    """
    Paramaribo District
    """
    SR_PR = "SR-PR"
    """
    Para District
    """
    SR_SA = "SR-SA"
    """
    Saramacca District
    """
    SR_SI = "SR-SI"
    """
    Sipaliwini District
    """
    SR_WA = "SR-WA"
    """
    Wanica District
    """
    SS_EC = "SS-EC"
    """
    Central Equatoria state
    """
    SS_JG = "SS-JG"
    """
    Jonglei state
    """
    SS_NU = "SS-NU"
    """
    Upper Nile
    """
    ST_04 = "ST-04"
    """
    Lembá District
    """
    ST_05 = "ST-05"
    """
    Lobata District
    """
    ST_P = "ST-P"
    """
    Príncipe
    """
    SV_AH = "SV-AH"
    """
    Ahuachapán Department
    """
    SV_CA = "SV-CA"
    """
    Cabañas Department
    """
    SV_CH = "SV-CH"
    """
    Chalatenango Department
    """
    SV_CU = "SV-CU"
    """
    Cuscatlán Department
    """
    SV_LI = "SV-LI"
    """
    La Libertad Department
    """
    SV_MO = "SV-MO"
    """
    Morazán Department
    """
    SV_PA = "SV-PA"
    """
    La Paz Department, El Salvador
    """
    SV_SA = "SV-SA"
    """
    Santa Ana Department
    """
    SV_SM = "SV-SM"
    """
    San Miguel Department, El Salvador
    """
    SV_SO = "SV-SO"
    """
    Sonsonate Department
    """
    SV_SS = "SV-SS"
    """
    San Salvador Department
    """
    SV_SV = "SV-SV"
    """
    San Vicente Department
    """
    SV_UN = "SV-UN"
    """
    La Unión Department
    """
    SV_US = "SV-US"
    """
    Usulután Department
    """
    SY_DI = "SY-DI"
    """
    Damascus Governorate
    """
    SY_DR = "SY-DR"
    """
    Daraa Governorate
    """
    SY_DY = "SY-DY"
    """
    Dayr az-Zawr
    """
    SY_HA = "SY-HA"
    """
    Al-Hasakah Governorate
    """
    SY_HI = "SY-HI"
    """
    Homs Governorate
    """
    SY_HL = "SY-HL"
    """
    Aleppo Governorate
    """
    SY_HM = "SY-HM"
    """
    Hama Governorate
    """
    SY_ID = "SY-ID"
    """
    Idlib Governorate
    """
    SY_LA = "SY-LA"
    """
    Latakia Governorate
    """
    SY_QU = "SY-QU"
    """
    Quneitra Governorate
    """
    SY_RA = "SY-RA"
    """
    Raqqa Governorate
    """
    SY_RD = "SY-RD"
    """
    Rif-Dimashq Governorate
    """
    SY_SU = "SY-SU"
    """
    As-Suwayda Governorate
    """
    SY_TA = "SY-TA"
    """
    Tartus Governorate
    """
    SZ_HH = "SZ-HH"
    """
    Hhohho Region
    """
    SZ_LU = "SZ-LU"
    """
    Lubombo Region
    """
    SZ_MA = "SZ-MA"
    """
    Manzini Region
    """
    SZ_SH = "SZ-SH"
    """
    Shiselweni Region
    """
    TD_BA = "TD-BA"
    """
    Batha Region
    """
    TD_BG = "TD-BG"
    """
    Barh El Gazel
    """
    TD_BO = "TD-BO"
    """
    Borkou
    """
    TD_CB = "TD-CB"
    """
    Chari-Baguirmi
    """
    TD_EO = "TD-EO"
    """
    Ennedi Ouest
    """
    TD_GR = "TD-GR"
    """
    Guéra
    """
    TD_HL = "TD-HL"
    """
    Hadjer-Lamis
    """
    TD_KA = "TD-KA"
    """
    Kanem Region
    """
    TD_LC = "TD-LC"
    """
    Lac region
    """
    TD_LO = "TD-LO"
    """
    Logone Occidental
    """
    TD_LR = "TD-LR"
    """
    Logone Oriental
    """
    TD_MA = "TD-MA"
    """
    Mandoul
    """
    TD_MO = "TD-MO"
    """
    Mayo-Kebbi Ouest
    """
    TD_ND = "TD-ND"
    """
    N'Djamena
    """
    TD_SA = "TD-SA"
    """
    Salamat
    """
    TD_TI = "TD-TI"
    """
    Tibesti
    """
    TD_WF = "TD-WF"
    """
    Wadi Fira
    """
    TG_K = "TG-K"
    """
    Kara Region
    """
    TG_M = "TG-M"
    """
    Maritime Region
    """
    TG_P = "TG-P"
    """
    Plateaux Region
    """
    TH_10 = "TH-10"
    """
    Bangkok
    """
    TH_11 = "TH-11"
    """
    Samut Prakan Province
    """
    TH_12 = "TH-12"
    """
    Nonthaburi Province
    """
    TH_13 = "TH-13"
    """
    Pathum Thani Province
    """
    TH_14 = "TH-14"
    """
    Phra Nakhon Si Ayutthaya Province
    """
    TH_15 = "TH-15"
    """
    Ang Thong Province
    """
    TH_16 = "TH-16"
    """
    Lopburi Province
    """
    TH_17 = "TH-17"
    """
    Sing Buri Province
    """
    TH_18 = "TH-18"
    """
    Chainat Province
    """
    TH_19 = "TH-19"
    """
    Saraburi Province
    """
    TH_20 = "TH-20"
    """
    Chonburi Province
    """
    TH_21 = "TH-21"
    """
    Rayong Province
    """
    TH_22 = "TH-22"
    """
    Chanthaburi Province
    """
    TH_23 = "TH-23"
    """
    Trat Province
    """
    TH_24 = "TH-24"
    """
    Chachoengsao Province
    """
    TH_25 = "TH-25"
    """
    Prachinburi Province
    """
    TH_26 = "TH-26"
    """
    Nakhon Nayok Province
    """
    TH_27 = "TH-27"
    """
    Sa Kaeo Province
    """
    TH_30 = "TH-30"
    """
    Nakhon Ratchasima Province
    """
    TH_31 = "TH-31"
    """
    Buriram Province
    """
    TH_32 = "TH-32"
    """
    Surin Province
    """
    TH_33 = "TH-33"
    """
    Sisaket Province
    """
    TH_34 = "TH-34"
    """
    Ubon Ratchathani Province
    """
    TH_35 = "TH-35"
    """
    Yasothon Province
    """
    TH_36 = "TH-36"
    """
    Chaiyaphum Province
    """
    TH_37 = "TH-37"
    """
    Amnat Charoen Province
    """
    TH_38 = "TH-38"
    """
    Bueng Kan Province
    """
    TH_39 = "TH-39"
    """
    Nongbua Lamphu Province
    """
    TH_40 = "TH-40"
    """
    Khon Kaen Province
    """
    TH_41 = "TH-41"
    """
    Udon Thani Province
    """
    TH_42 = "TH-42"
    """
    Loei Province
    """
    TH_43 = "TH-43"
    """
    Nong Khai Province
    """
    TH_44 = "TH-44"
    """
    Maha Sarakham Province
    """
    TH_45 = "TH-45"
    """
    Roi Et Province
    """
    TH_46 = "TH-46"
    """
    Kalasin Province
    """
    TH_47 = "TH-47"
    """
    Sakon Nakhon Province
    """
    TH_48 = "TH-48"
    """
    Nakhon Phanom Province
    """
    TH_49 = "TH-49"
    """
    Mukdahan Province
    """
    TH_50 = "TH-50"
    """
    Chiang Mai Province
    """
    TH_51 = "TH-51"
    """
    Lamphun Province
    """
    TH_52 = "TH-52"
    """
    Lampang Province
    """
    TH_53 = "TH-53"
    """
    Uttaradit Province
    """
    TH_54 = "TH-54"
    """
    Phrae Province
    """
    TH_55 = "TH-55"
    """
    Nan Province
    """
    TH_56 = "TH-56"
    """
    Phayao Province
    """
    TH_57 = "TH-57"
    """
    Chiang Rai Province
    """
    TH_58 = "TH-58"
    """
    Mae Hong Son Province
    """
    TH_60 = "TH-60"
    """
    Nakhon Sawan Province
    """
    TH_61 = "TH-61"
    """
    Uthai Thani Province
    """
    TH_62 = "TH-62"
    """
    Kamphaeng Phet Province
    """
    TH_63 = "TH-63"
    """
    Tak Province
    """
    TH_64 = "TH-64"
    """
    Sukhothai Province
    """
    TH_65 = "TH-65"
    """
    Phitsanulok Province
    """
    TH_66 = "TH-66"
    """
    Phichit Province
    """
    TH_67 = "TH-67"
    """
    Phetchabun Province
    """
    TH_70 = "TH-70"
    """
    Ratchaburi Province
    """
    TH_71 = "TH-71"
    """
    Kanchanaburi Province
    """
    TH_72 = "TH-72"
    """
    Suphanburi Province
    """
    TH_73 = "TH-73"
    """
    Nakhon Pathom Province
    """
    TH_74 = "TH-74"
    """
    Samut Sakhon Province
    """
    TH_75 = "TH-75"
    """
    Samut Songkhram Province
    """
    TH_76 = "TH-76"
    """
    Phetchaburi Province
    """
    TH_77 = "TH-77"
    """
    Prachuap Khiri Khan Province
    """
    TH_80 = "TH-80"
    """
    Nakhon Si Thammarat Province
    """
    TH_81 = "TH-81"
    """
    Krabi Province
    """
    TH_82 = "TH-82"
    """
    Phang Nga Province
    """
    TH_83 = "TH-83"
    """
    Phuket Province
    """
    TH_84 = "TH-84"
    """
    Surat Thani Province
    """
    TH_85 = "TH-85"
    """
    Ranong Province
    """
    TH_86 = "TH-86"
    """
    Chumphon Province
    """
    TH_90 = "TH-90"
    """
    Songkhla Province
    """
    TH_91 = "TH-91"
    """
    Satun Province
    """
    TH_92 = "TH-92"
    """
    Trang Province
    """
    TH_93 = "TH-93"
    """
    Phatthalung Province
    """
    TH_94 = "TH-94"
    """
    Pattani Province
    """
    TH_95 = "TH-95"
    """
    Yala Province
    """
    TH_96 = "TH-96"
    """
    Narathiwat Province
    """
    TH_S = "TH-S"
    """
    Pattaya
    """
    TJ_DU = "TJ-DU"
    """
    Dushanbe
    """
    TJ_GB = "TJ-GB"
    """
    Gorno-Badakhshan Autonomous Province
    """
    TJ_KT = "TJ-KT"
    """
    Khatlon Province
    """
    TJ_RA = "TJ-RA"
    """
    Region of Republican Subordination
    """
    TJ_SU = "TJ-SU"
    """
    Sughd province
    """
    TL_AL = "TL-AL"
    """
    Aileu (Municipality)
    """
    TL_AN = "TL-AN"
    """
    Ainaro (Municipality)
    """
    TL_BA = "TL-BA"
    """
    Baucau (Municipality)
    """
    TL_BO = "TL-BO"
    """
    Bobonaro (Municipality)
    """
    TL_CO = "TL-CO"
    """
    Cova Lima
    """
    TL_DI = "TL-DI"
    """
    Dili (Municipality)
    """
    TL_ER = "TL-ER"
    """
    Ermera (Municipality)
    """
    TL_LA = "TL-LA"
    """
    Lautém (Municipality)
    """
    TL_LI = "TL-LI"
    """
    Liquiçá (Municipality)
    """
    TL_MF = "TL-MF"
    """
    Manufahi
    """
    TL_MT = "TL-MT"
    """
    Manatuto (Municipality)
    """
    TL_OE = "TL-OE"
    """
    Oe-Cusse Ambeno
    """
    TL_VI = "TL-VI"
    """
    Viqueque (Municipality)
    """
    TM_A = "TM-A"
    """
    Ahal Province
    """
    TM_B = "TM-B"
    """
    Balkan Province
    """
    TM_D = "TM-D"
    """
    Daşoguz Province
    """
    TM_L = "TM-L"
    """
    Lebap Province
    """
    TM_M = "TM-M"
    """
    Mary Province
    """
    TM_S = "TM-S"
    """
    Aşgabat
    """
    TN_11 = "TN-11"
    """
    Tunis Governorate
    """
    TN_12 = "TN-12"
    """
    Ariana Governorate
    """
    TN_13 = "TN-13"
    """
    Ben Arous Governorate
    """
    TN_14 = "TN-14"
    """
    Manouba Governorate
    """
    TN_21 = "TN-21"
    """
    Nabeul Governorate
    """
    TN_22 = "TN-22"
    """
    Zaghouan Governorate
    """
    TN_23 = "TN-23"
    """
    Bizerte Governorate
    """
    TN_31 = "TN-31"
    """
    Béja Governorate
    """
    TN_32 = "TN-32"
    """
    Jendouba Governorate
    """
    TN_33 = "TN-33"
    """
    Kef Governorate
    """
    TN_34 = "TN-34"
    """
    Siliana Governorate
    """
    TN_41 = "TN-41"
    """
    Kairouan Governorate
    """
    TN_42 = "TN-42"
    """
    Kasserine Governorate
    """
    TN_43 = "TN-43"
    """
    Sidi Bouzid Governorate
    """
    TN_51 = "TN-51"
    """
    Sousse Governorate
    """
    TN_52 = "TN-52"
    """
    Monastir Governorate
    """
    TN_53 = "TN-53"
    """
    Mahdia Governorate
    """
    TN_61 = "TN-61"
    """
    Sfax Governorate
    """
    TN_71 = "TN-71"
    """
    Gafsa Governorate
    """
    TN_72 = "TN-72"
    """
    Tozeur Governorate
    """
    TN_73 = "TN-73"
    """
    Kebili Governorate
    """
    TN_81 = "TN-81"
    """
    Gabès Governorate
    """
    TN_82 = "TN-82"
    """
    Medenine Governorate
    """
    TN_83 = "TN-83"
    """
    Tataouine Governorate
    """
    TO_03 = "TO-03"
    """
    Niua Islands
    """
    TR_01 = "TR-01"
    """
    Adana Province
    """
    TR_02 = "TR-02"
    """
    Adıyaman Province
    """
    TR_03 = "TR-03"
    """
    Afyonkarahisar Province
    """
    TR_04 = "TR-04"
    """
    Ağrı Province
    """
    TR_05 = "TR-05"
    """
    Amasya Province
    """
    TR_06 = "TR-06"
    """
    Ankara
    """
    TR_07 = "TR-07"
    """
    Antalya Province
    """
    TR_08 = "TR-08"
    """
    Artvin Province
    """
    TR_09 = "TR-09"
    """
    Aydın Province
    """
    TR_10 = "TR-10"
    """
    Balıkesir Province
    """
    TR_11 = "TR-11"
    """
    Bilecik Province
    """
    TR_12 = "TR-12"
    """
    Bingöl Province
    """
    TR_13 = "TR-13"
    """
    Bitlis Province
    """
    TR_14 = "TR-14"
    """
    Bolu Province
    """
    TR_15 = "TR-15"
    """
    Burdur Province
    """
    TR_16 = "TR-16"
    """
    Bursa Province
    """
    TR_17 = "TR-17"
    """
    Çanakkale Province
    """
    TR_18 = "TR-18"
    """
    Çankırı Province
    """
    TR_19 = "TR-19"
    """
    Çorum Province
    """
    TR_20 = "TR-20"
    """
    Denizli Province
    """
    TR_21 = "TR-21"
    """
    Diyarbakır Province
    """
    TR_22 = "TR-22"
    """
    Edirne Province
    """
    TR_23 = "TR-23"
    """
    Elâzığ Province
    """
    TR_24 = "TR-24"
    """
    Erzincan Province
    """
    TR_25 = "TR-25"
    """
    Erzurum Province
    """
    TR_26 = "TR-26"
    """
    Eskişehir Province
    """
    TR_27 = "TR-27"
    """
    Gaziantep Province
    """
    TR_28 = "TR-28"
    """
    Giresun Province
    """
    TR_29 = "TR-29"
    """
    Gümüşhane Province
    """
    TR_30 = "TR-30"
    """
    Hakkâri Province
    """
    TR_31 = "TR-31"
    """
    Hatay Province
    """
    TR_32 = "TR-32"
    """
    Isparta Province
    """
    TR_33 = "TR-33"
    """
    Mersin Province
    """
    TR_34 = "TR-34"
    """
    Istanbul Province
    """
    TR_35 = "TR-35"
    """
    İzmir Province
    """
    TR_36 = "TR-36"
    """
    Kars Province
    """
    TR_37 = "TR-37"
    """
    Kastamonu Province
    """
    TR_38 = "TR-38"
    """
    Kayseri Province
    """
    TR_39 = "TR-39"
    """
    Kırklareli Province
    """
    TR_40 = "TR-40"
    """
    Kırşehir Province
    """
    TR_41 = "TR-41"
    """
    Kocaeli Province
    """
    TR_42 = "TR-42"
    """
    Konya Province
    """
    TR_43 = "TR-43"
    """
    Kütahya Province
    """
    TR_44 = "TR-44"
    """
    Malatya Province
    """
    TR_45 = "TR-45"
    """
    Manisa Province
    """
    TR_46 = "TR-46"
    """
    Kahramanmaraş Province
    """
    TR_47 = "TR-47"
    """
    Mardin Province
    """
    TR_48 = "TR-48"
    """
    Muğla Province
    """
    TR_49 = "TR-49"
    """
    Muş Province
    """
    TR_50 = "TR-50"
    """
    Nevşehir Province
    """
    TR_51 = "TR-51"
    """
    Niğde Province
    """
    TR_52 = "TR-52"
    """
    Ordu Province
    """
    TR_53 = "TR-53"
    """
    Rize Province
    """
    TR_54 = "TR-54"
    """
    Sakarya Province
    """
    TR_55 = "TR-55"
    """
    Samsun Province
    """
    TR_56 = "TR-56"
    """
    Siirt Province
    """
    TR_57 = "TR-57"
    """
    Sinop Province
    """
    TR_58 = "TR-58"
    """
    Sivas Province
    """
    TR_59 = "TR-59"
    """
    Tekirdağ Province
    """
    TR_60 = "TR-60"
    """
    Tokat Province
    """
    TR_61 = "TR-61"
    """
    Trabzon Province
    """
    TR_62 = "TR-62"
    """
    Tunceli Province
    """
    TR_63 = "TR-63"
    """
    Şanlıurfa Province
    """
    TR_64 = "TR-64"
    """
    Uşak Province
    """
    TR_65 = "TR-65"
    """
    Van Province
    """
    TR_66 = "TR-66"
    """
    Yozgat Province
    """
    TR_67 = "TR-67"
    """
    Zonguldak Province
    """
    TR_68 = "TR-68"
    """
    Aksaray
    """
    TR_69 = "TR-69"
    """
    Bayburt Province
    """
    TR_70 = "TR-70"
    """
    Karaman Province
    """
    TR_71 = "TR-71"
    """
    Kırıkkale Province
    """
    TR_72 = "TR-72"
    """
    Batman Province
    """
    TR_73 = "TR-73"
    """
    Şırnak Province
    """
    TR_74 = "TR-74"
    """
    Bartın Province
    """
    TR_75 = "TR-75"
    """
    Ardahan Province
    """
    TR_76 = "TR-76"
    """
    Iğdır
    """
    TR_77 = "TR-77"
    """
    Yalova Province
    """
    TR_78 = "TR-78"
    """
    Karabük Province
    """
    TR_79 = "TR-79"
    """
    Kilis Province
    """
    TR_80 = "TR-80"
    """
    Osmaniye Province
    """
    TR_81 = "TR-81"
    """
    Düzce Province
    """
    TT_ARI = "TT-ARI"
    """
    Arima, Trinidad and Tobago
    """
    TT_CHA = "TT-CHA"
    """
    Chaguanas
    """
    TT_CTT = "TT-CTT"
    """
    Couva-Tabaquite-Talparo Regional Corporation
    """
    TT_DMN = "TT-DMN"
    """
    Diego Martin Regional Corporation
    """
    TT_MRC = "TT-MRC"
    """
    Mayaro-Rio Claro Regional Corporation
    """
    TT_PED = "TT-PED"
    """
    Penal-Debe
    """
    TT_POS = "TT-POS"
    """
    Port of Spain
    """
    TT_PRT = "TT-PRT"
    """
    Princes Town Regional Corporation
    """
    TT_PTF = "TT-PTF"
    """
    Point Fortin
    """
    TT_SFO = "TT-SFO"
    """
    San Fernando, Trinidad and Tobago
    """
    TT_SGE = "TT-SGE"
    """
    Sangre Grande Regional Corporation
    """
    TT_SIP = "TT-SIP"
    """
    Siparia Regional Corporation
    """
    TT_SJL = "TT-SJL"
    """
    San Juan-Laventille
    """
    TT_TUP = "TT-TUP"
    """
    Tunapuna-Piarco Regional Corporation
    """
    TV_FUN = "TV-FUN"
    """
    Funafuti
    """
    TV_NIT = "TV-NIT"
    """
    Niutao
    """
    TV_NKF = "TV-NKF"
    """
    Nukufetau
    """
    TV_NKL = "TV-NKL"
    """
    Nukulaelae
    """
    TV_NMA = "TV-NMA"
    """
    Nanumea
    """
    TV_NMG = "TV-NMG"
    """
    Nanumanga
    """
    TV_NUI = "TV-NUI"
    """
    Nui
    """
    TV_VAI = "TV-VAI"
    """
    Vaitupu
    """
    TW_CHA = "TW-CHA"
    """
    Changhua County
    """
    TW_CYI = "TW-CYI"
    """
    Chiayi City
    """
    TW_CYQ = "TW-CYQ"
    """
    Chiayi County
    """
    TW_HSQ = "TW-HSQ"
    """
    Hsinchu County
    """
    TW_HSZ = "TW-HSZ"
    """
    Hsinchu City
    """
    TW_HUA = "TW-HUA"
    """
    Hualien County
    """
    TW_ILA = "TW-ILA"
    """
    Yilan County
    """
    TW_KEE = "TW-KEE"
    """
    Keelung
    """
    TW_KHH = "TW-KHH"
    """
    Kaohsiung
    """
    TW_KHQ = "TW-KHQ"
    """
    Kaohsiung County
    """
    TW_KIN = "TW-KIN"
    """
    Kinmen
    """
    TW_LIE = "TW-LIE"
    """
    Lienchiang County
    """
    TW_MIA = "TW-MIA"
    """
    Miaoli County
    """
    TW_NAN = "TW-NAN"
    """
    Nantou County
    """
    TW_NWT = "TW-NWT"
    """
    New Taipei
    """
    TW_PEN = "TW-PEN"
    """
    Penghu County
    """
    TW_PIF = "TW-PIF"
    """
    Pingtung County
    """
    TW_TAO = "TW-TAO"
    """
    Taoyuan City
    """
    TW_TNN = "TW-TNN"
    """
    Tainan
    """
    TW_TNQ = "TW-TNQ"
    """
    Tainan County
    """
    TW_TPE = "TW-TPE"
    """
    Taipei
    """
    TW_TTT = "TW-TTT"
    """
    Taitung County
    """
    TW_TXG = "TW-TXG"
    """
    Taichung City
    """
    TW_TXQ = "TW-TXQ"
    """
    Taichung County
    """
    TW_YUN = "TW-YUN"
    """
    Yunlin County
    """
    TZ_01 = "TZ-01"
    """
    Arusha Region
    """
    TZ_02 = "TZ-02"
    """
    Dar es Salaam Region
    """
    TZ_03 = "TZ-03"
    """
    Dodoma Region
    """
    TZ_04 = "TZ-04"
    """
    Iringa Region
    """
    TZ_05 = "TZ-05"
    """
    Kagera Region
    """
    TZ_06 = "TZ-06"
    """
    Pemba North Region
    """
    TZ_07 = "TZ-07"
    """
    Unguja North Region
    """
    TZ_08 = "TZ-08"
    """
    Kigoma Region
    """
    TZ_09 = "TZ-09"
    """
    Kilimanjaro Region
    """
    TZ_10 = "TZ-10"
    """
    Pemba South Region
    """
    TZ_11 = "TZ-11"
    """
    Unguja Central South Region
    """
    TZ_12 = "TZ-12"
    """
    Lindi Region
    """
    TZ_13 = "TZ-13"
    """
    Mara Region
    """
    TZ_14 = "TZ-14"
    """
    Mbeya Region
    """
    TZ_15 = "TZ-15"
    """
    Unguja Urban West Region
    """
    TZ_16 = "TZ-16"
    """
    Morogoro Region
    """
    TZ_17 = "TZ-17"
    """
    Mtwara Region
    """
    TZ_18 = "TZ-18"
    """
    Mwanza Region
    """
    TZ_19 = "TZ-19"
    """
    Pwani Region
    """
    TZ_20 = "TZ-20"
    """
    Rukwa Region
    """
    TZ_21 = "TZ-21"
    """
    Ruvuma Region
    """
    TZ_22 = "TZ-22"
    """
    Shinyanga Region
    """
    TZ_23 = "TZ-23"
    """
    Singida Region
    """
    TZ_24 = "TZ-24"
    """
    Tabora Region
    """
    TZ_25 = "TZ-25"
    """
    Tanga Region
    """
    TZ_26 = "TZ-26"
    """
    Manyara Region
    """
    TZ_27 = "TZ-27"
    """
    Geita Region
    """
    TZ_28 = "TZ-28"
    """
    Katavi Region
    """
    TZ_29 = "TZ-29"
    """
    Njombe Region
    """
    TZ_30 = "TZ-30"
    """
    Simiyu Region
    """
    UA_05 = "UA-05"
    """
    Vinnytsia Oblast
    """
    UA_07 = "UA-07"
    """
    Volyn Oblast
    """
    UA_09 = "UA-09"
    """
    Luhansk Oblast
    """
    UA_12 = "UA-12"
    """
    Dnipropetrovsk Oblast
    """
    UA_14 = "UA-14"
    """
    Donetsk Oblast
    """
    UA_18 = "UA-18"
    """
    Zhytomyr Oblast
    """
    UA_21 = "UA-21"
    """
    Zakarpattia Oblast
    """
    UA_23 = "UA-23"
    """
    Zaporizhzhia Oblast
    """
    UA_26 = "UA-26"
    """
    Ivano-Frankivsk Oblast
    """
    UA_30 = "UA-30"
    """
    Kyiv
    """
    UA_32 = "UA-32"
    """
    Kyiv Oblast
    """
    UA_35 = "UA-35"
    """
    Kirovohrad Oblast
    """
    UA_40 = "UA-40"
    """
    Sevastopol
    """
    UA_43 = "UA-43"
    """
    Autonomous Republic of Crimea
    """
    UA_46 = "UA-46"
    """
    Lviv Oblast
    """
    UA_48 = "UA-48"
    """
    Mykolaiv Oblast
    """
    UA_51 = "UA-51"
    """
    Odesa Oblast
    """
    UA_53 = "UA-53"
    """
    Poltava Oblast
    """
    UA_56 = "UA-56"
    """
    Rivne Oblast
    """
    UA_59 = "UA-59"
    """
    Sumy Oblast
    """
    UA_61 = "UA-61"
    """
    Ternopil Oblast
    """
    UA_63 = "UA-63"
    """
    Kharkiv Oblast
    """
    UA_65 = "UA-65"
    """
    Kherson Oblast
    """
    UA_68 = "UA-68"
    """
    Khmelnytskyi Oblast
    """
    UA_71 = "UA-71"
    """
    Cherkasy Oblast
    """
    UA_74 = "UA-74"
    """
    Chernihiv Oblast
    """
    UA_77 = "UA-77"
    """
    Chernivtsi Oblast
    """
    UG_105 = "UG-105"
    """
    Masaka District
    """
    UG_107 = "UG-107"
    """
    Mubende District
    """
    UG_113 = "UG-113"
    """
    Wakiso District
    """
    UG_202 = "UG-202"
    """
    Busia District
    """
    UG_204 = "UG-204"
    """
    Jinja District
    """
    UG_207 = "UG-207"
    """
    Katakwi District
    """
    UG_208 = "UG-208"
    """
    Kumi District
    """
    UG_212 = "UG-212"
    """
    Tororo District
    """
    UG_220 = "UG-220"
    """
    Bukwo District
    """
    UG_225 = "UG-225"
    """
    Bulambuli District
    """
    UG_303 = "UG-303"
    """
    Arua District, Uganda
    """
    UG_304 = "UG-304"
    """
    Gulu
    """
    UG_305 = "UG-305"
    """
    Kitgum District
    """
    UG_307 = "UG-307"
    """
    Lira, Uganda
    """
    UG_310 = "UG-310"
    """
    Nebbi District
    """
    UG_315 = "UG-315"
    """
    Amolatar District
    """
    UG_316 = "UG-316"
    """
    Amuru District
    """
    UG_317 = "UG-317"
    """
    Dokolo District
    """
    UG_318 = "UG-318"
    """
    Kaabong District
    """
    UG_321 = "UG-321"
    """
    Oyam District
    """
    UG_401 = "UG-401"
    """
    Bundibugyo District
    """
    UG_406 = "UG-406"
    """
    Kasese District
    """
    UG_408 = "UG-408"
    """
    Kisoro District
    """
    UG_409 = "UG-409"
    """
    Masindi District
    """
    UG_412 = "UG-412"
    """
    Rukungiri District
    """
    UG_414 = "UG-414"
    """
    Kanungu District
    """
    UG_416 = "UG-416"
    """
    Buliisa District
    """
    UG_417 = "UG-417"
    """
    Ibanda District
    """
    UG_418 = "UG-418"
    """
    Isingiro District, Uganda
    """
    UG_422 = "UG-422"
    """
    Kyegegwa District
    """
    UG_423 = "UG-423"
    """
    Mitooma District
    """
    UG_429 = "UG-429"
    """
    Rubanda District
    """
    UG_435 = "UG-435"
    """
    Rwampara District
    """
    UG_E = "UG-E"
    """
    Eastern Region, Uganda
    """
    UG_N = "UG-N"
    """
    Northern Region, Uganda
    """
    UM_67 = "UM-67"
    """
    Johnston Atoll
    """
    UM_71 = "UM-71"
    """
    Midway Atoll
    """
    UM_76 = "UM-76"
    """
    Navassa Island
    """
    UM_79 = "UM-79"
    """
    Wake Island
    """
    UM_81 = "UM-81"
    """
    Baker Island
    """
    UM_84 = "UM-84"
    """
    Howland Island
    """
    UM_86 = "UM-86"
    """
    Jarvis Island
    """
    UM_89 = "UM-89"
    """
    Kingman Reef
    """
    UM_95 = "UM-95"
    """
    Palmyra Atoll
    """
    US_AK = "US-AK"
    """
    Alaska
    """
    US_AL = "US-AL"
    """
    Alabama
    """
    US_AR = "US-AR"
    """
    Arkansas
    """
    US_AS = "US-AS"
    """
    American Samoa
    """
    US_AZ = "US-AZ"
    """
    Arizona
    """
    US_CA = "US-CA"
    """
    California
    """
    US_CO = "US-CO"
    """
    Colorado
    """
    US_CT = "US-CT"
    """
    Connecticut
    """
    US_DC = "US-DC"
    """
    District of Columbia
    """
    US_DE = "US-DE"
    """
    Delaware
    """
    US_FL = "US-FL"
    """
    Florida
    """
    US_GA = "US-GA"
    """
    Georgia (U.S. state)
    """
    US_GU = "US-GU"
    """
    Guam
    """
    US_HI = "US-HI"
    """
    Hawaii
    """
    US_IA = "US-IA"
    """
    Iowa
    """
    US_ID = "US-ID"
    """
    Idaho
    """
    US_IL = "US-IL"
    """
    Illinois
    """
    US_IN = "US-IN"
    """
    Indiana
    """
    US_KS = "US-KS"
    """
    Kansas
    """
    US_KY = "US-KY"
    """
    Kentucky
    """
    US_LA = "US-LA"
    """
    Louisiana
    """
    US_MA = "US-MA"
    """
    Massachusetts
    """
    US_MD = "US-MD"
    """
    Maryland
    """
    US_ME = "US-ME"
    """
    Maine
    """
    US_MI = "US-MI"
    """
    Michigan
    """
    US_MN = "US-MN"
    """
    Minnesota
    """
    US_MO = "US-MO"
    """
    Missouri
    """
    US_MP = "US-MP"
    """
    Northern Mariana Islands
    """
    US_MS = "US-MS"
    """
    Mississippi (state)
    """
    US_MT = "US-MT"
    """
    Montana
    """
    US_NC = "US-NC"
    """
    North Carolina
    """
    US_ND = "US-ND"
    """
    North Dakota
    """
    US_NE = "US-NE"
    """
    Nebraska
    """
    US_NH = "US-NH"
    """
    New Hampshire
    """
    US_NJ = "US-NJ"
    """
    New Jersey
    """
    US_NM = "US-NM"
    """
    New Mexico
    """
    US_NV = "US-NV"
    """
    Nevada
    """
    US_NY = "US-NY"
    """
    New York (state)
    """
    US_OH = "US-OH"
    """
    Ohio
    """
    US_OK = "US-OK"
    """
    Oklahoma
    """
    US_OR = "US-OR"
    """
    Oregon
    """
    US_PA = "US-PA"
    """
    Pennsylvania
    """
    US_PR = "US-PR"
    """
    Puerto Rico
    """
    US_RI = "US-RI"
    """
    Rhode Island
    """
    US_SC = "US-SC"
    """
    South Carolina
    """
    US_SD = "US-SD"
    """
    South Dakota
    """
    US_TN = "US-TN"
    """
    Tennessee
    """
    US_TX = "US-TX"
    """
    Texas
    """
    US_UM = "US-UM"
    """
    United States Minor Outlying Islands
    """
    US_UT = "US-UT"
    """
    Utah
    """
    US_VA = "US-VA"
    """
    Virginia
    """
    US_VT = "US-VT"
    """
    Vermont
    """
    US_WA = "US-WA"
    """
    Washington (state)
    """
    US_WI = "US-WI"
    """
    Wisconsin
    """
    US_WV = "US-WV"
    """
    West Virginia
    """
    US_WY = "US-WY"
    """
    Wyoming
    """
    UY_AR = "UY-AR"
    """
    Artigas Department
    """
    UY_CA = "UY-CA"
    """
    Canelones Department
    """
    UY_CL = "UY-CL"
    """
    Cerro Largo Department
    """
    UY_CO = "UY-CO"
    """
    Colonia Department
    """
    UY_DU = "UY-DU"
    """
    Durazno Department
    """
    UY_FD = "UY-FD"
    """
    Florida Department
    """
    UY_FS = "UY-FS"
    """
    Flores Department
    """
    UY_LA = "UY-LA"
    """
    Lavalleja Department
    """
    UY_MA = "UY-MA"
    """
    Maldonado Department
    """
    UY_MO = "UY-MO"
    """
    Montevideo Department
    """
    UY_PA = "UY-PA"
    """
    Paysandú Department
    """
    UY_RN = "UY-RN"
    """
    Río Negro Department
    """
    UY_RO = "UY-RO"
    """
    Rocha Department
    """
    UY_RV = "UY-RV"
    """
    Rivera Department
    """
    UY_SA = "UY-SA"
    """
    Salto Department
    """
    UY_SJ = "UY-SJ"
    """
    San José Department
    """
    UY_SO = "UY-SO"
    """
    Soriano Department
    """
    UY_TA = "UY-TA"
    """
    Tacuarembó Department
    """
    UY_TT = "UY-TT"
    """
    Treinta y Tres Department
    """
    UZ_AN = "UZ-AN"
    """
    Andijan Region
    """
    UZ_BU = "UZ-BU"
    """
    Bukhara Region
    """
    UZ_FA = "UZ-FA"
    """
    Fergana Region
    """
    UZ_JI = "UZ-JI"
    """
    Jizzakh Region
    """
    UZ_NG = "UZ-NG"
    """
    Namangan Region
    """
    UZ_NW = "UZ-NW"
    """
    Navoiy Region
    """
    UZ_QA = "UZ-QA"
    """
    Qashqadaryo Region
    """
    UZ_QR = "UZ-QR"
    """
    Karakalpakstan
    """
    UZ_SA = "UZ-SA"
    """
    Samarqand Region
    """
    UZ_SI = "UZ-SI"
    """
    Sirdaryo Region
    """
    UZ_SU = "UZ-SU"
    """
    Surxondaryo Region
    """
    UZ_TK = "UZ-TK"
    """
    Tashkent
    """
    UZ_TO = "UZ-TO"
    """
    Tashkent Region
    """
    UZ_XO = "UZ-XO"
    """
    Xorazm Region
    """
    VC_01 = "VC-01"
    """
    Charlotte Parish, Saint Vincent and the Grenadines
    """
    VC_02 = "VC-02"
    """
    Saint Andrew Parish, Saint Vincent and the Grenadines
    """
    VC_03 = "VC-03"
    """
    Saint David Parish, Saint Vincent and the Grenadines
    """
    VC_04 = "VC-04"
    """
    Saint George Parish, Saint Vincent and the Grenadines
    """
    VC_05 = "VC-05"
    """
    Saint Patrick Parish, Saint Vincent and the Grenadines
    """
    VE_A = "VE-A"
    """
    Distrito Capital (Venezuela)
    """
    VE_B = "VE-B"
    """
    Anzoátegui
    """
    VE_C = "VE-C"
    """
    Apure (state)
    """
    VE_D = "VE-D"
    """
    Aragua
    """
    VE_E = "VE-E"
    """
    Barinas (state)
    """
    VE_F = "VE-F"
    """
    Bolívar (state)
    """
    VE_G = "VE-G"
    """
    Carabobo
    """
    VE_H = "VE-H"
    """
    Cojedes
    """
    VE_I = "VE-I"
    """
    Falcón
    """
    VE_J = "VE-J"
    """
    Guárico
    """
    VE_K = "VE-K"
    """
    Lara (state)
    """
    VE_L = "VE-L"
    """
    Mérida (state)
    """
    VE_M = "VE-M"
    """
    Miranda (state)
    """
    VE_N = "VE-N"
    """
    Monagas
    """
    VE_O = "VE-O"
    """
    Nueva Esparta
    """
    VE_P = "VE-P"
    """
    Portuguesa (state)
    """
    VE_R = "VE-R"
    """
    Sucre (state)
    """
    VE_S = "VE-S"
    """
    Táchira
    """
    VE_T = "VE-T"
    """
    Trujillo (state)
    """
    VE_U = "VE-U"
    """
    Yaracuy
    """
    VE_V = "VE-V"
    """
    Zulia (state)
    """
    VE_W = "VE-W"
    """
    Federal dependencies of Venezuela
    """
    VE_X = "VE-X"
    """
    La Guaira (state)
    """
    VE_Y = "VE-Y"
    """
    Delta Amacuro
    """
    VE_Z = "VE-Z"
    """
    Amazonas (Venezuela)
    """
    VN_01 = "VN-01"
    """
    Lai Chau
    """
    VN_02 = "VN-02"
    """
    Lao Cai
    """
    VN_03 = "VN-03"
    """
    Ha Giang
    """
    VN_04 = "VN-04"
    """
    Cao Bang
    """
    VN_05 = "VN-05"
    """
    Son La
    """
    VN_06 = "VN-06"
    """
    Yen Bai
    """
    VN_07 = "VN-07"
    """
    Tuyen Quang
    """
    VN_09 = "VN-09"
    """
    Lang Son
    """
    VN_13 = "VN-13"
    """
    Quang Ninh
    """
    VN_14 = "VN-14"
    """
    Hoa Binh
    """
    VN_15 = "VN-15"
    """
    Hanoi
    """
    VN_18 = "VN-18"
    """
    Ninh Binh
    """
    VN_20 = "VN-20"
    """
    Thai Binh
    """
    VN_21 = "VN-21"
    """
    Thanh Hoa
    """
    VN_22 = "VN-22"
    """
    Nghe An
    """
    VN_23 = "VN-23"
    """
    Ha Tinh
    """
    VN_24 = "VN-24"
    """
    Quang Binh
    """
    VN_25 = "VN-25"
    """
    Quang Tri
    """
    VN_26 = "VN-26"
    """
    Thua Thien Hue
    """
    VN_27 = "VN-27"
    """
    Quang Nam
    """
    VN_28 = "VN-28"
    """
    Kon Tum
    """
    VN_29 = "VN-29"
    """
    Quang Ngai
    """
    VN_30 = "VN-30"
    """
    Gia Lai
    """
    VN_31 = "VN-31"
    """
    Binh Dinh
    """
    VN_32 = "VN-32"
    """
    Phu Yen
    """
    VN_33 = "VN-33"
    """
    Dak Lak
    """
    VN_34 = "VN-34"
    """
    Khanh Hoa
    """
    VN_35 = "VN-35"
    """
    Lam Dong
    """
    VN_36 = "VN-36"
    """
    Ninh Thuan
    """
    VN_37 = "VN-37"
    """
    Tay Ninh
    """
    VN_39 = "VN-39"
    """
    Dong Nai
    """
    VN_40 = "VN-40"
    """
    Binh Thuan
    """
    VN_41 = "VN-41"
    """
    Long An
    """
    VN_43 = "VN-43"
    """
    Ba Ria-Vung Tau
    """
    VN_44 = "VN-44"
    """
    An Giang
    """
    VN_45 = "VN-45"
    """
    Dong Thap
    """
    VN_46 = "VN-46"
    """
    Tien Giang
    """
    VN_47 = "VN-47"
    """
    Kien Giang
    """
    VN_49 = "VN-49"
    """
    Vinh Long
    """
    VN_50 = "VN-50"
    """
    Ben Tre
    """
    VN_51 = "VN-51"
    """
    Tra Vinh
    """
    VN_52 = "VN-52"
    """
    Soc Trang
    """
    VN_53 = "VN-53"
    """
    Bac Kan
    """
    VN_54 = "VN-54"
    """
    Bac Giang
    """
    VN_55 = "VN-55"
    """
    Bac Lieu
    """
    VN_56 = "VN-56"
    """
    Bac Ninh
    """
    VN_57 = "VN-57"
    """
    Binh Duong
    """
    VN_58 = "VN-58"
    """
    Binh Phuoc
    """
    VN_59 = "VN-59"
    """
    Ca Mau
    """
    VN_61 = "VN-61"
    """
    Hai Duong
    """
    VN_63 = "VN-63"
    """
    Ha Nam
    """
    VN_66 = "VN-66"
    """
    Hung Yen
    """
    VN_67 = "VN-67"
    """
    Nam Dinh
    """
    VN_68 = "VN-68"
    """
    Phu Tho
    """
    VN_69 = "VN-69"
    """
    Thai Nguyen
    """
    VN_70 = "VN-70"
    """
    Vinh Phuc
    """
    VN_71 = "VN-71"
    """
    Dien Bien
    """
    VN_72 = "VN-72"
    """
    Dak Nong
    """
    VN_73 = "VN-73"
    """
    Hau Giang
    """
    VN_CT = "VN-CT"
    """
    Can Tho
    """
    VN_DN = "VN-DN"
    """
    Da Nang
    """
    VN_HN = "VN-HN"
    """
    Hanoi
    """
    VN_HP = "VN-HP"
    """
    Haiphong
    """
    VN_SG = "VN-SG"
    """
    Ho Chi Minh City
    """
    VU_PAM = "VU-PAM"
    """
    Penama Province
    """
    VU_SAM = "VU-SAM"
    """
    Sanma
    """
    VU_TAE = "VU-TAE"
    """
    Tafea Province
    """
    VU_TOB = "VU-TOB"
    """
    Torba Province
    """
    WF_AL = "WF-AL"
    """
    Alo
    """
    WF_SG = "WF-SG"
    """
    Sigave
    """
    WF_UV = "WF-UV"
    """
    Uvea
    """
    YE_AB = "YE-AB"
    """
    Abyan Governorate
    """
    YE_AD = "YE-AD"
    """
    Aden Governorate
    """
    YE_AM = "YE-AM"
    """
    Amran Governorate
    """
    YE_BA = "YE-BA"
    """
    Al Bayda' Governorate
    """
    YE_DA = "YE-DA"
    """
    Dhale Governorate
    """
    YE_DH = "YE-DH"
    """
    Dhamar Governorate
    """
    YE_HD = "YE-HD"
    """
    Hadhramaut Governorate
    """
    YE_HJ = "YE-HJ"
    """
    Hajjah Governorate
    """
    YE_HU = "YE-HU"
    """
    Al Hudaydah Governorate
    """
    YE_IB = "YE-IB"
    """
    Ibb Governorate
    """
    YE_LA = "YE-LA"
    """
    Lahij Governorate
    """
    YE_MA = "YE-MA"
    """
    Ma'rib Governorate
    """
    YE_MR = "YE-MR"
    """
    Mahra Governorate
    """
    YE_MW = "YE-MW"
    """
    Al Mahwit Governorate
    """
    YE_RA = "YE-RA"
    """
    Raymah Governorate
    """
    YE_SD = "YE-SD"
    """
    Saada Governorate
    """
    YE_SH = "YE-SH"
    """
    Shabwah Governorate
    """
    YE_SN = "YE-SN"
    """
    Sanaa Governorate
    """
    YE_SU = "YE-SU"
    """
    Socotra Governorate
    """
    YE_TA = "YE-TA"
    """
    Taiz Governorate
    """
    ZA_EC = "ZA-EC"
    """
    Eastern Cape
    """
    ZA_FS = "ZA-FS"
    """
    Free State
    """
    ZA_GP = "ZA-GP"
    """
    Gauteng
    """
    ZA_KZN = "ZA-KZN"
    """
    KwaZulu-Natal
    """
    ZA_LP = "ZA-LP"
    """
    Limpopo
    """
    ZA_MP = "ZA-MP"
    """
    Mpumalanga
    """
    ZA_NC = "ZA-NC"
    """
    Northern Cape
    """
    ZA_NW = "ZA-NW"
    """
    North West (South Africa)
    """
    ZA_WC = "ZA-WC"
    """
    Western Cape
    """
    ZM_02 = "ZM-02"
    """
    Central Province (Zambia)
    """
    ZM_03 = "ZM-03"
    """
    Eastern Province (Zambia)
    """
    ZM_04 = "ZM-04"
    """
    Luapula Province
    """
    ZM_05 = "ZM-05"
    """
    Northern Province (Zambia)
    """
    ZM_06 = "ZM-06"
    """
    North Western Province (Zambia)
    """
    ZM_07 = "ZM-07"
    """
    Southern Province (Zambia)
    """
    ZM_08 = "ZM-08"
    """
    Copperbelt Province
    """
    ZM_09 = "ZM-09"
    """
    Lusaka Province
    """
    ZM_10 = "ZM-10"
    """
    Muchinga Province
    """
    ZW_MA = "ZW-MA"
    """
    Manicaland Province
    """
    ZW_MC = "ZW-MC"
    """
    Mashonaland Central Province
    """
    ZW_ME = "ZW-ME"
    """
    Mashonaland East
    """
    ZW_MI = "ZW-MI"
    """
    Midlands Province
    """
    ZW_MN = "ZW-MN"
    """
    Matabeleland North
    """
    ZW_MS = "ZW-MS"
    """
    Matabeleland South
    """
    ZW_MV = "ZW-MV"
    """
    Masvingo Province
    """
    ZW_MW = "ZW-MW"
    """
    Mashonaland West
    """

AD_02 = 'AD-02' class-attribute instance-attribute

Canillo (parish)

AD_03 = 'AD-03' class-attribute instance-attribute

Encamp (parish)

AD_04 = 'AD-04' class-attribute instance-attribute

La Massana (parish)

AD_05 = 'AD-05' class-attribute instance-attribute

Ordino (parish)

AD_06 = 'AD-06' class-attribute instance-attribute

Sant Julià de Lòria (parish)

AD_07 = 'AD-07' class-attribute instance-attribute

Andorra la Vella

AD_08 = 'AD-08' class-attribute instance-attribute

Escaldes-Engordany

AE_AJ = 'AE-AJ' class-attribute instance-attribute

Emirate of Ajman

AE_AZ = 'AE-AZ' class-attribute instance-attribute

Emirate of Abu Dhabi

AE_DU = 'AE-DU' class-attribute instance-attribute

Emirate of Dubai

AE_FU = 'AE-FU' class-attribute instance-attribute

Emirate of Fujairah

AE_RK = 'AE-RK' class-attribute instance-attribute

Ras al-Khaimah

AE_SH = 'AE-SH' class-attribute instance-attribute

Emirate of Sharjah

AE_UQ = 'AE-UQ' class-attribute instance-attribute

Emirate of Umm al-Quwain

AF_BAL = 'AF-BAL' class-attribute instance-attribute

Balkh Province

AF_BAM = 'AF-BAM' class-attribute instance-attribute

Bamyan Province

AF_BDG = 'AF-BDG' class-attribute instance-attribute

Badghis Province

AF_BDS = 'AF-BDS' class-attribute instance-attribute

Badakhshan Province

AF_BGL = 'AF-BGL' class-attribute instance-attribute

Baghlan Province

AF_DAY = 'AF-DAY' class-attribute instance-attribute

Daykundi Province

AF_FRA = 'AF-FRA' class-attribute instance-attribute

Farah Province

AF_FYB = 'AF-FYB' class-attribute instance-attribute

Faryab Province

AF_GHA = 'AF-GHA' class-attribute instance-attribute

Ghazni Province

AF_GHO = 'AF-GHO' class-attribute instance-attribute

Ghor Province

AF_HEL = 'AF-HEL' class-attribute instance-attribute

Helmand Province

AF_HER = 'AF-HER' class-attribute instance-attribute

Herat Province

AF_JOW = 'AF-JOW' class-attribute instance-attribute

Jowzjan Province

AF_KAB = 'AF-KAB' class-attribute instance-attribute

Kabul Province

AF_KAN = 'AF-KAN' class-attribute instance-attribute

Kandahar Province

AF_KAP = 'AF-KAP' class-attribute instance-attribute

Kapisa Province

AF_KDZ = 'AF-KDZ' class-attribute instance-attribute

Kunduz Province

AF_KHO = 'AF-KHO' class-attribute instance-attribute

Khost Province

AF_KNR = 'AF-KNR' class-attribute instance-attribute

Kunar Province

AF_LAG = 'AF-LAG' class-attribute instance-attribute

Laghman Province

AF_LOG = 'AF-LOG' class-attribute instance-attribute

Logar Province

AF_NAN = 'AF-NAN' class-attribute instance-attribute

Nangarhar Province

AF_NIM = 'AF-NIM' class-attribute instance-attribute

Nimroz Province

AF_NUR = 'AF-NUR' class-attribute instance-attribute

Nuristan Province

AF_PAN = 'AF-PAN' class-attribute instance-attribute

Panjshir Province

AF_PAR = 'AF-PAR' class-attribute instance-attribute

Parwan Province

AF_PIA = 'AF-PIA' class-attribute instance-attribute

Paktia Province

AF_PKA = 'AF-PKA' class-attribute instance-attribute

Paktika Province

AF_SAM = 'AF-SAM' class-attribute instance-attribute

Samangan Province

AF_SAR = 'AF-SAR' class-attribute instance-attribute

Sar-e Pol Province

AF_TAK = 'AF-TAK' class-attribute instance-attribute

Takhar Province

AF_URU = 'AF-URU' class-attribute instance-attribute

Urozgan Province

AF_WAR = 'AF-WAR' class-attribute instance-attribute

Wardak Province

AF_ZAB = 'AF-ZAB' class-attribute instance-attribute

Zabul Province

AG_03 = 'AG-03' class-attribute instance-attribute

Saint George Parish, Antigua and Barbuda

AG_04 = 'AG-04' class-attribute instance-attribute

Saint John Parish, Antigua and Barbuda

AG_05 = 'AG-05' class-attribute instance-attribute

Saint Mary Parish, Antigua and Barbuda

AG_06 = 'AG-06' class-attribute instance-attribute

Saint Paul Parish, Antigua and Barbuda

AG_07 = 'AG-07' class-attribute instance-attribute

Saint Peter Parish, Antigua and Barbuda

AG_08 = 'AG-08' class-attribute instance-attribute

Saint Philip, Antigua and Barbuda

AG_10 = 'AG-10' class-attribute instance-attribute

Barbuda

AG_11 = 'AG-11' class-attribute instance-attribute

Redonda

AL_01 = 'AL-01' class-attribute instance-attribute

Berat County

AL_02 = 'AL-02' class-attribute instance-attribute

Durrës County

AL_03 = 'AL-03' class-attribute instance-attribute

Elbasan County

AL_04 = 'AL-04' class-attribute instance-attribute

Fier County

AL_05 = 'AL-05' class-attribute instance-attribute

Gjirokastër County

AL_06 = 'AL-06' class-attribute instance-attribute

Korçë County

AL_07 = 'AL-07' class-attribute instance-attribute

Kukës County

AL_08 = 'AL-08' class-attribute instance-attribute

Lezhë County

AL_09 = 'AL-09' class-attribute instance-attribute

Dibër County

AL_10 = 'AL-10' class-attribute instance-attribute

Shkodër County

AL_11 = 'AL-11' class-attribute instance-attribute

Tiranë County

AL_12 = 'AL-12' class-attribute instance-attribute

Vlorë County

AL_EL = 'AL-EL' class-attribute instance-attribute

Elbasan

AL_FR = 'AL-FR' class-attribute instance-attribute

Fier

AL_GJ = 'AL-GJ' class-attribute instance-attribute

Gjirokastër

AL_HA = 'AL-HA' class-attribute instance-attribute

Has District

AL_KA = 'AL-KA' class-attribute instance-attribute

Kavajë District

AL_KC = 'AL-KC' class-attribute instance-attribute

Kuçovë District

AL_KR = 'AL-KR' class-attribute instance-attribute

Krujë

AL_KU = 'AL-KU' class-attribute instance-attribute

Kukës District

AL_LB = 'AL-LB' class-attribute instance-attribute

Librazhd

AL_LU = 'AL-LU' class-attribute instance-attribute

Lushnjë

AL_MR = 'AL-MR' class-attribute instance-attribute

Mirditë

AL_MT = 'AL-MT' class-attribute instance-attribute

Mat District

AL_PG = 'AL-PG' class-attribute instance-attribute

Pogradec

AL_PR = 'AL-PR' class-attribute instance-attribute

Përmet District

AL_SH = 'AL-SH' class-attribute instance-attribute

Shkodër District

AL_SK = 'AL-SK' class-attribute instance-attribute

Skrapar District

AL_SR = 'AL-SR' class-attribute instance-attribute

Sarandë

AL_TE = 'AL-TE' class-attribute instance-attribute

Tepelenë District

AL_TP = 'AL-TP' class-attribute instance-attribute

Tropojë District

AM_AG = 'AM-AG' class-attribute instance-attribute

Aragatsotn Province

AM_AR = 'AM-AR' class-attribute instance-attribute

Ararat Province

AM_AV = 'AM-AV' class-attribute instance-attribute

Armavir Province

AM_ER = 'AM-ER' class-attribute instance-attribute

Yerevan

AM_GR = 'AM-GR' class-attribute instance-attribute

Gegharkunik Province

AM_KT = 'AM-KT' class-attribute instance-attribute

Kotayk Province

AM_LO = 'AM-LO' class-attribute instance-attribute

Lori Province

AM_SH = 'AM-SH' class-attribute instance-attribute

Shirak Province

AM_SU = 'AM-SU' class-attribute instance-attribute

Syunik Province

AM_TV = 'AM-TV' class-attribute instance-attribute

Tavush Province

AM_VD = 'AM-VD' class-attribute instance-attribute

Vayots Dzor Province

AO_BGO = 'AO-BGO' class-attribute instance-attribute

Bengo Province

AO_BGU = 'AO-BGU' class-attribute instance-attribute

Benguela Province

AO_BIE = 'AO-BIE' class-attribute instance-attribute

Bié Province

AO_CAB = 'AO-CAB' class-attribute instance-attribute

Cabinda

AO_CCU = 'AO-CCU' class-attribute instance-attribute

Cuando Cubango Province

AO_CNN = 'AO-CNN' class-attribute instance-attribute

Cunene Province

AO_CNO = 'AO-CNO' class-attribute instance-attribute

Cuanza Norte Province

AO_CUS = 'AO-CUS' class-attribute instance-attribute

Cuanza Sul Province

AO_HUA = 'AO-HUA' class-attribute instance-attribute

Huambo Province

AO_HUI = 'AO-HUI' class-attribute instance-attribute

Huila Province

AO_LNO = 'AO-LNO' class-attribute instance-attribute

Lunda Norte Province

AO_LSU = 'AO-LSU' class-attribute instance-attribute

Lunda Sul Province

AO_LUA = 'AO-LUA' class-attribute instance-attribute

Luanda Province

AO_MAL = 'AO-MAL' class-attribute instance-attribute

Malanje Province

AO_MOX = 'AO-MOX' class-attribute instance-attribute

Moxico Province

AO_NAM = 'AO-NAM' class-attribute instance-attribute

Namibe Province

AO_UIG = 'AO-UIG' class-attribute instance-attribute

Uíge Province

AO_ZAI = 'AO-ZAI' class-attribute instance-attribute

Zaire Province

AR_A = 'AR-A' class-attribute instance-attribute

Salta Province

AR_B = 'AR-B' class-attribute instance-attribute

Buenos Aires Province

AR_C = 'AR-C' class-attribute instance-attribute

Buenos Aires

AR_D = 'AR-D' class-attribute instance-attribute

San Luis Province

AR_E = 'AR-E' class-attribute instance-attribute

Entre Ríos Province

AR_F = 'AR-F' class-attribute instance-attribute

La Rioja Province, Argentina

AR_G = 'AR-G' class-attribute instance-attribute

Santiago del Estero Province

AR_H = 'AR-H' class-attribute instance-attribute

Chaco Province

AR_J = 'AR-J' class-attribute instance-attribute

San Juan Province

AR_K = 'AR-K' class-attribute instance-attribute

Catamarca Province

AR_L = 'AR-L' class-attribute instance-attribute

La Pampa Province

AR_M = 'AR-M' class-attribute instance-attribute

Mendoza Province

AR_N = 'AR-N' class-attribute instance-attribute

Misiones Province

AR_P = 'AR-P' class-attribute instance-attribute

Formosa Province

AR_Q = 'AR-Q' class-attribute instance-attribute

Neuquén Province

AR_R = 'AR-R' class-attribute instance-attribute

Río Negro Province

AR_S = 'AR-S' class-attribute instance-attribute

Santa Fe Province

AR_T = 'AR-T' class-attribute instance-attribute

Tucumán Province

AR_U = 'AR-U' class-attribute instance-attribute

Chubut Province

AR_V = 'AR-V' class-attribute instance-attribute

Tierra del Fuego, Antártida e Islas del Atlántico Sur Province

AR_W = 'AR-W' class-attribute instance-attribute

Corrientes Province

AR_X = 'AR-X' class-attribute instance-attribute

Córdoba Province, Argentina

AR_Y = 'AR-Y' class-attribute instance-attribute

Jujuy Province

AR_Z = 'AR-Z' class-attribute instance-attribute

Santa Cruz Province

AT_1 = 'AT-1' class-attribute instance-attribute

Burgenland

AT_2 = 'AT-2' class-attribute instance-attribute

Carinthia

AT_3 = 'AT-3' class-attribute instance-attribute

Lower Austria

AT_4 = 'AT-4' class-attribute instance-attribute

Upper Austria

AT_5 = 'AT-5' class-attribute instance-attribute

Salzburg (state)

AT_6 = 'AT-6' class-attribute instance-attribute

Styria

AT_7 = 'AT-7' class-attribute instance-attribute

Tyrol (state)

AT_8 = 'AT-8' class-attribute instance-attribute

Vorarlberg

AT_9 = 'AT-9' class-attribute instance-attribute

Vienna

AU_ACT = 'AU-ACT' class-attribute instance-attribute

Australian Capital Territory

AU_NSW = 'AU-NSW' class-attribute instance-attribute

New South Wales

AU_NT = 'AU-NT' class-attribute instance-attribute

Northern Territory

AU_QLD = 'AU-QLD' class-attribute instance-attribute

Queensland

AU_SA = 'AU-SA' class-attribute instance-attribute

South Australia

AU_TAS = 'AU-TAS' class-attribute instance-attribute

Tasmania

AU_VIC = 'AU-VIC' class-attribute instance-attribute

Victoria, Australia

AU_WA = 'AU-WA' class-attribute instance-attribute

Western Australia

AZ_ABS = 'AZ-ABS' class-attribute instance-attribute

Abşeron Rayon

AZ_AGA = 'AZ-AGA' class-attribute instance-attribute

Ağstafa Rayon

AZ_AGC = 'AZ-AGC' class-attribute instance-attribute

Ağcabədi Rayon

AZ_AGM = 'AZ-AGM' class-attribute instance-attribute

Ağdam Rayon

AZ_AGS = 'AZ-AGS' class-attribute instance-attribute

Ağdaş Rayon

AZ_AGU = 'AZ-AGU' class-attribute instance-attribute

Ağsu Rayon

AZ_AST = 'AZ-AST' class-attribute instance-attribute

Astara Rayon

AZ_BA = 'AZ-BA' class-attribute instance-attribute

Baku

AZ_BAB = 'AZ-BAB' class-attribute instance-attribute

Babək Rayon

AZ_BAL = 'AZ-BAL' class-attribute instance-attribute

Balakən Rayon

AZ_BAR = 'AZ-BAR' class-attribute instance-attribute

Bərdə Rayon

AZ_BEY = 'AZ-BEY' class-attribute instance-attribute

Beyləqan Rayon

AZ_BIL = 'AZ-BIL' class-attribute instance-attribute

Biləsuvar Rayon

AZ_CAB = 'AZ-CAB' class-attribute instance-attribute

Cəbrayıl Rayon

AZ_CAL = 'AZ-CAL' class-attribute instance-attribute

Cəlilabad Rayon

AZ_CUL = 'AZ-CUL' class-attribute instance-attribute

Culfa Rayon

AZ_DAS = 'AZ-DAS' class-attribute instance-attribute

Daşkəsən Rayon

AZ_FUZ = 'AZ-FUZ' class-attribute instance-attribute

Füzuli Rayon

AZ_GA = 'AZ-GA' class-attribute instance-attribute

Gəncə

AZ_GAD = 'AZ-GAD' class-attribute instance-attribute

Gədəbəy Rayon

AZ_GOR = 'AZ-GOR' class-attribute instance-attribute

Goranboy Rayon

AZ_GOY = 'AZ-GOY' class-attribute instance-attribute

Göyçay Rayon

AZ_GYG = 'AZ-GYG' class-attribute instance-attribute

Göygöl Rayon

AZ_HAC = 'AZ-HAC' class-attribute instance-attribute

Hacıqabul Rayon

AZ_IMI = 'AZ-IMI' class-attribute instance-attribute

İmişli Rayon

AZ_ISM = 'AZ-ISM' class-attribute instance-attribute

İsmayıllı Rayon

AZ_KAL = 'AZ-KAL' class-attribute instance-attribute

Kəlbəcər Rayon

AZ_KAN = 'AZ-KAN' class-attribute instance-attribute

Kəngərli Rayon

AZ_KUR = 'AZ-KUR' class-attribute instance-attribute

Kürdəmir Rayon

AZ_LA = 'AZ-LA' class-attribute instance-attribute

Lənkəran

AZ_LAC = 'AZ-LAC' class-attribute instance-attribute

Laçın Rayon

AZ_LAN = 'AZ-LAN' class-attribute instance-attribute

Lənkəran Rayon

AZ_LER = 'AZ-LER' class-attribute instance-attribute

Lerik Rayon

AZ_MAS = 'AZ-MAS' class-attribute instance-attribute

Masallı Rayon

AZ_MI = 'AZ-MI' class-attribute instance-attribute

Mingəçevir

AZ_NEF = 'AZ-NEF' class-attribute instance-attribute

Neftçala Rayon

AZ_NV = 'AZ-NV' class-attribute instance-attribute

Nakhchivan (city)

AZ_NX = 'AZ-NX' class-attribute instance-attribute

Nakhchivan Autonomous Republic

AZ_OGU = 'AZ-OGU' class-attribute instance-attribute

Oğuz Rayon

AZ_ORD = 'AZ-ORD' class-attribute instance-attribute

Ordubad Rayon

AZ_QAB = 'AZ-QAB' class-attribute instance-attribute

Qəbələ Rayon

AZ_QAX = 'AZ-QAX' class-attribute instance-attribute

Qax Rayon

AZ_QAZ = 'AZ-QAZ' class-attribute instance-attribute

Qazax Rayon

AZ_QBA = 'AZ-QBA' class-attribute instance-attribute

Quba Rayon

AZ_QBI = 'AZ-QBI' class-attribute instance-attribute

Qubadlı Rayon

AZ_QOB = 'AZ-QOB' class-attribute instance-attribute

Qobustan Rayon

AZ_QUS = 'AZ-QUS' class-attribute instance-attribute

Qusar Rayon

AZ_SA = 'AZ-SA' class-attribute instance-attribute

Şəki (city)

AZ_SAB = 'AZ-SAB' class-attribute instance-attribute

Sabirabad

AZ_SAD = 'AZ-SAD' class-attribute instance-attribute

Sədərək Rayon

AZ_SAH = 'AZ-SAH' class-attribute instance-attribute

Şahbuz Rayon

AZ_SAK = 'AZ-SAK' class-attribute instance-attribute

Şəki Rayon

AZ_SAL = 'AZ-SAL' class-attribute instance-attribute

Salyan Rayon

AZ_SAR = 'AZ-SAR' class-attribute instance-attribute

Şərur Rayon

AZ_SAT = 'AZ-SAT' class-attribute instance-attribute

Saatlı Rayon

AZ_SBN = 'AZ-SBN' class-attribute instance-attribute

Şabran Rayon

AZ_SIY = 'AZ-SIY' class-attribute instance-attribute

Siyəzən Rayon

AZ_SKR = 'AZ-SKR' class-attribute instance-attribute

Şəmkir Rayon

AZ_SM = 'AZ-SM' class-attribute instance-attribute

Sumqayıt

AZ_SMI = 'AZ-SMI' class-attribute instance-attribute

Şamaxı Rayon

AZ_SMX = 'AZ-SMX' class-attribute instance-attribute

Samux Rayon

AZ_SR = 'AZ-SR' class-attribute instance-attribute

Şirvan (city)

AZ_SUS = 'AZ-SUS' class-attribute instance-attribute

Şuşa Rayon

AZ_TAR = 'AZ-TAR' class-attribute instance-attribute

Tərtər Rayon

AZ_TOV = 'AZ-TOV' class-attribute instance-attribute

Tovuz

AZ_UCA = 'AZ-UCA' class-attribute instance-attribute

Ucar Rayon

AZ_XA = 'AZ-XA' class-attribute instance-attribute

Stepanakert

AZ_XAC = 'AZ-XAC' class-attribute instance-attribute

Xaçmaz Rayon

AZ_XCI = 'AZ-XCI' class-attribute instance-attribute

Xocalı Rayon

AZ_XIZ = 'AZ-XIZ' class-attribute instance-attribute

Xızı Rayon

AZ_XVD = 'AZ-XVD' class-attribute instance-attribute

Xocavənd Rayon

AZ_YAR = 'AZ-YAR' class-attribute instance-attribute

Yardımlı Rayon

AZ_YE = 'AZ-YE' class-attribute instance-attribute

Yevlax

AZ_YEV = 'AZ-YEV' class-attribute instance-attribute

Yevlax Rayon

AZ_ZAN = 'AZ-ZAN' class-attribute instance-attribute

Zəngilan Rayon

AZ_ZAQ = 'AZ-ZAQ' class-attribute instance-attribute

Zaqatala Rayon

AZ_ZAR = 'AZ-ZAR' class-attribute instance-attribute

Zərdab Rayon

BA_01 = 'BA-01' class-attribute instance-attribute

Una-Sana Canton

BA_02 = 'BA-02' class-attribute instance-attribute

Posavina Canton

BA_03 = 'BA-03' class-attribute instance-attribute

Tuzla Canton

BA_04 = 'BA-04' class-attribute instance-attribute

Zenica-Doboj Canton

BA_05 = 'BA-05' class-attribute instance-attribute

Bosnian-Podrinje Canton

BA_06 = 'BA-06' class-attribute instance-attribute

Central Bosnia Canton

BA_07 = 'BA-07' class-attribute instance-attribute

Herzegovina-Neretva Canton

BA_08 = 'BA-08' class-attribute instance-attribute

West Herzegovina Canton

BA_09 = 'BA-09' class-attribute instance-attribute

Sarajevo Canton

BA_10 = 'BA-10' class-attribute instance-attribute

Canton 10

BA_BIH = 'BA-BIH' class-attribute instance-attribute

Federation of Bosnia and Herzegovina

BA_BRC = 'BA-BRC' class-attribute instance-attribute

Brčko District

BA_SRP = 'BA-SRP' class-attribute instance-attribute

Republika Srpska

BB_01 = 'BB-01' class-attribute instance-attribute

Christ Church, Barbados

BB_02 = 'BB-02' class-attribute instance-attribute

Saint Andrew, Barbados

BB_03 = 'BB-03' class-attribute instance-attribute

Saint George, Barbados

BB_04 = 'BB-04' class-attribute instance-attribute

Saint James, Barbados

BB_05 = 'BB-05' class-attribute instance-attribute

Saint John, Barbados

BB_06 = 'BB-06' class-attribute instance-attribute

Saint Joseph, Barbados

BB_07 = 'BB-07' class-attribute instance-attribute

Saint Lucy, Barbados

BB_08 = 'BB-08' class-attribute instance-attribute

Saint Michael, Barbados

BB_09 = 'BB-09' class-attribute instance-attribute

Saint Peter, Barbados

BB_10 = 'BB-10' class-attribute instance-attribute

Saint Philip, Barbados

BB_11 = 'BB-11' class-attribute instance-attribute

Saint Thomas, Barbados

BD_01 = 'BD-01' class-attribute instance-attribute

Bandarban District

BD_02 = 'BD-02' class-attribute instance-attribute

Barguna District

BD_03 = 'BD-03' class-attribute instance-attribute

Bogura District

BD_04 = 'BD-04' class-attribute instance-attribute

Brahmanbaria District

BD_05 = 'BD-05' class-attribute instance-attribute

Bagerhat District

BD_06 = 'BD-06' class-attribute instance-attribute

Barishal District

BD_07 = 'BD-07' class-attribute instance-attribute

Bhola District

BD_08 = 'BD-08' class-attribute instance-attribute

Cumilla District

BD_09 = 'BD-09' class-attribute instance-attribute

Chandpur District

BD_10 = 'BD-10' class-attribute instance-attribute

Chattogram District

BD_11 = 'BD-11' class-attribute instance-attribute

Cox's Bazar District

BD_12 = 'BD-12' class-attribute instance-attribute

Chuadanga District

BD_13 = 'BD-13' class-attribute instance-attribute

Dhaka District

BD_14 = 'BD-14' class-attribute instance-attribute

Dinajpur District

BD_15 = 'BD-15' class-attribute instance-attribute

Faridpur District

BD_16 = 'BD-16' class-attribute instance-attribute

Feni District

BD_17 = 'BD-17' class-attribute instance-attribute

Gopalganj District

BD_18 = 'BD-18' class-attribute instance-attribute

Gazipur District

BD_19 = 'BD-19' class-attribute instance-attribute

Gaibandha District

BD_20 = 'BD-20' class-attribute instance-attribute

Habiganj District

BD_21 = 'BD-21' class-attribute instance-attribute

Jamalpur District

BD_23 = 'BD-23' class-attribute instance-attribute

Jhenaidah District

BD_24 = 'BD-24' class-attribute instance-attribute

Joypurhat District

BD_25 = 'BD-25' class-attribute instance-attribute

Jhalokati District

BD_26 = 'BD-26' class-attribute instance-attribute

Kishoreganj District

BD_27 = 'BD-27' class-attribute instance-attribute

Khulna District

BD_28 = 'BD-28' class-attribute instance-attribute

Kurigram District

BD_29 = 'BD-29' class-attribute instance-attribute

Khagrachhari District

BD_30 = 'BD-30' class-attribute instance-attribute

Kushtia District

BD_31 = 'BD-31' class-attribute instance-attribute

Lakshmipur District

BD_32 = 'BD-32' class-attribute instance-attribute

Lalmonirhat District

BD_33 = 'BD-33' class-attribute instance-attribute

Manikganj District

BD_34 = 'BD-34' class-attribute instance-attribute

Mymensingh District

BD_35 = 'BD-35' class-attribute instance-attribute

Munshiganj District

BD_36 = 'BD-36' class-attribute instance-attribute

Madaripur District

BD_37 = 'BD-37' class-attribute instance-attribute

Magura District

BD_38 = 'BD-38' class-attribute instance-attribute

Moulvibazar District

BD_39 = 'BD-39' class-attribute instance-attribute

Meherpur District

BD_40 = 'BD-40' class-attribute instance-attribute

Narayanganj District

BD_41 = 'BD-41' class-attribute instance-attribute

Netrokona District

BD_42 = 'BD-42' class-attribute instance-attribute

Narsingdi District

BD_43 = 'BD-43' class-attribute instance-attribute

Narail District

BD_44 = 'BD-44' class-attribute instance-attribute

Natore District

BD_45 = 'BD-45' class-attribute instance-attribute

Chapai Nawabganj District

BD_46 = 'BD-46' class-attribute instance-attribute

Nilphamari District

BD_47 = 'BD-47' class-attribute instance-attribute

Noakhali District

BD_48 = 'BD-48' class-attribute instance-attribute

Naogaon District

BD_49 = 'BD-49' class-attribute instance-attribute

Pabna District

BD_50 = 'BD-50' class-attribute instance-attribute

Pirojpur District

BD_51 = 'BD-51' class-attribute instance-attribute

Patuakhali District

BD_52 = 'BD-52' class-attribute instance-attribute

Panchagarh District

BD_53 = 'BD-53' class-attribute instance-attribute

Rajbari District

BD_54 = 'BD-54' class-attribute instance-attribute

Rajshahi

BD_55 = 'BD-55' class-attribute instance-attribute

Rangpur District

BD_56 = 'BD-56' class-attribute instance-attribute

Rangamati District

BD_57 = 'BD-57' class-attribute instance-attribute

Sherpur District

BD_58 = 'BD-58' class-attribute instance-attribute

Satkhira District

BD_59 = 'BD-59' class-attribute instance-attribute

Sirajganj District

BD_60 = 'BD-60' class-attribute instance-attribute

Sylhet District

BD_61 = 'BD-61' class-attribute instance-attribute

Sunamganj District

BD_62 = 'BD-62' class-attribute instance-attribute

Shariatpur District

BD_63 = 'BD-63' class-attribute instance-attribute

Tangail District

BD_64 = 'BD-64' class-attribute instance-attribute

Thakurgaon District

BD_A = 'BD-A' class-attribute instance-attribute

Barishal Division

BD_B = 'BD-B' class-attribute instance-attribute

Chattogram Division

BD_C = 'BD-C' class-attribute instance-attribute

Dhaka Division

BD_D = 'BD-D' class-attribute instance-attribute

Khulna Division

BD_E = 'BD-E' class-attribute instance-attribute

Rajshahi Division

BD_F = 'BD-F' class-attribute instance-attribute

Rangpur Division

BD_G = 'BD-G' class-attribute instance-attribute

Sylhet Division

BD_H = 'BD-H' class-attribute instance-attribute

Mymensingh Division

BE_BRU = 'BE-BRU' class-attribute instance-attribute

Brussels-Capital Region

BE_VAN = 'BE-VAN' class-attribute instance-attribute

Antwerp (province)

BE_VBR = 'BE-VBR' class-attribute instance-attribute

Flemish Brabant

BE_VLI = 'BE-VLI' class-attribute instance-attribute

Limburg (Belgium)

BE_VOV = 'BE-VOV' class-attribute instance-attribute

East Flanders

BE_VWV = 'BE-VWV' class-attribute instance-attribute

West Flanders

BE_WAL = 'BE-WAL' class-attribute instance-attribute

Wallonia

BE_WBR = 'BE-WBR' class-attribute instance-attribute

Walloon Brabant

BE_WHT = 'BE-WHT' class-attribute instance-attribute

Hainaut

BE_WLG = 'BE-WLG' class-attribute instance-attribute

Liège (province)

BE_WLX = 'BE-WLX' class-attribute instance-attribute

Luxembourg (province)

BE_WNA = 'BE-WNA' class-attribute instance-attribute

Namur (province)

BF_01 = 'BF-01' class-attribute instance-attribute

Boucle du Mouhoun

BF_02 = 'BF-02' class-attribute instance-attribute

Cascades (Burkina Faso)

BF_03 = 'BF-03' class-attribute instance-attribute

Centre (Burkina Faso)

BF_04 = 'BF-04' class-attribute instance-attribute

Centre-Est (Burkina Faso)

BF_05 = 'BF-05' class-attribute instance-attribute

Centre-Nord (Burkina Faso)

BF_06 = 'BF-06' class-attribute instance-attribute

Centre-Ouest (Burkina Faso)

BF_07 = 'BF-07' class-attribute instance-attribute

Centre-Sud (Burkina Faso)

BF_08 = 'BF-08' class-attribute instance-attribute

Est (Burkina Faso)

BF_09 = 'BF-09' class-attribute instance-attribute

Hauts-Bassins

BF_10 = 'BF-10' class-attribute instance-attribute

Nord (Burkina Faso)

BF_11 = 'BF-11' class-attribute instance-attribute

Plateau-Central

BF_12 = 'BF-12' class-attribute instance-attribute

Sahel (Burkina Faso)

BF_13 = 'BF-13' class-attribute instance-attribute

Sud-Ouest (Burkina Faso)

BF_BAL = 'BF-BAL' class-attribute instance-attribute

Balé Province

BF_BAM = 'BF-BAM' class-attribute instance-attribute

Bam Province

BF_BAN = 'BF-BAN' class-attribute instance-attribute

Banwa Province

BF_BAZ = 'BF-BAZ' class-attribute instance-attribute

Bazèga Province

BF_BGR = 'BF-BGR' class-attribute instance-attribute

Bougouriba Province

BF_BLG = 'BF-BLG' class-attribute instance-attribute

Boulgou Province

BF_BLK = 'BF-BLK' class-attribute instance-attribute

Boulkiemdé Province

BF_COM = 'BF-COM' class-attribute instance-attribute

Comoé Province

BF_GAN = 'BF-GAN' class-attribute instance-attribute

Ganzourgou Province

BF_GNA = 'BF-GNA' class-attribute instance-attribute

Gnagna Province

BF_GOU = 'BF-GOU' class-attribute instance-attribute

Gourma Province

BF_HOU = 'BF-HOU' class-attribute instance-attribute

Houet Province

BF_IOB = 'BF-IOB' class-attribute instance-attribute

Ioba Province

BF_KAD = 'BF-KAD' class-attribute instance-attribute

Kadiogo Province

BF_KEN = 'BF-KEN' class-attribute instance-attribute

Kénédougou Province

BF_KMD = 'BF-KMD' class-attribute instance-attribute

Komondjari Province

BF_KMP = 'BF-KMP' class-attribute instance-attribute

Kompienga Province

BF_KOP = 'BF-KOP' class-attribute instance-attribute

Koulpélogo Province

BF_KOS = 'BF-KOS' class-attribute instance-attribute

Kossi Province

BF_KOT = 'BF-KOT' class-attribute instance-attribute

Kouritenga Province

BF_KOW = 'BF-KOW' class-attribute instance-attribute

Kourwéogo Province

BF_LER = 'BF-LER' class-attribute instance-attribute

Léraba Province

BF_LOR = 'BF-LOR' class-attribute instance-attribute

Loroum Province

BF_MOU = 'BF-MOU' class-attribute instance-attribute

Mouhoun Province

BF_NAM = 'BF-NAM' class-attribute instance-attribute

Namentenga Province

BF_NAO = 'BF-NAO' class-attribute instance-attribute

Nahouri Province

BF_NAY = 'BF-NAY' class-attribute instance-attribute

Nayala Province

BF_NOU = 'BF-NOU' class-attribute instance-attribute

Noumbiel Province

BF_OUB = 'BF-OUB' class-attribute instance-attribute

Oubritenga Province

BF_OUD = 'BF-OUD' class-attribute instance-attribute

Oudalan Province

BF_PAS = 'BF-PAS' class-attribute instance-attribute

Passoré Province

BF_PON = 'BF-PON' class-attribute instance-attribute

Poni Province

BF_SEN = 'BF-SEN' class-attribute instance-attribute

Séno Province

BF_SIS = 'BF-SIS' class-attribute instance-attribute

Sissili Province

BF_SMT = 'BF-SMT' class-attribute instance-attribute

Sanmatenga Province

BF_SNG = 'BF-SNG' class-attribute instance-attribute

Sanguié Province

BF_SOM = 'BF-SOM' class-attribute instance-attribute

Soum Province

BF_SOR = 'BF-SOR' class-attribute instance-attribute

Sourou Province

BF_TAP = 'BF-TAP' class-attribute instance-attribute

Tapoa Province

BF_TUI = 'BF-TUI' class-attribute instance-attribute

Tuy Province

BF_YAG = 'BF-YAG' class-attribute instance-attribute

Yagha Province

BF_YAT = 'BF-YAT' class-attribute instance-attribute

Yatenga Province

BF_ZIR = 'BF-ZIR' class-attribute instance-attribute

Ziro Province

BF_ZON = 'BF-ZON' class-attribute instance-attribute

Zondoma Province

BF_ZOU = 'BF-ZOU' class-attribute instance-attribute

Zoundwéogo Province

BG_01 = 'BG-01' class-attribute instance-attribute

Blagoevgrad Province

BG_02 = 'BG-02' class-attribute instance-attribute

Burgas Province

BG_03 = 'BG-03' class-attribute instance-attribute

Varna Province

BG_04 = 'BG-04' class-attribute instance-attribute

Veliko Tarnovo Province

BG_05 = 'BG-05' class-attribute instance-attribute

Vidin Province

BG_06 = 'BG-06' class-attribute instance-attribute

Vratsa Province

BG_07 = 'BG-07' class-attribute instance-attribute

Gabrovo Province

BG_08 = 'BG-08' class-attribute instance-attribute

Dobrich Province

BG_09 = 'BG-09' class-attribute instance-attribute

Kardzhali Province

BG_10 = 'BG-10' class-attribute instance-attribute

Kyustendil Province

BG_11 = 'BG-11' class-attribute instance-attribute

Lovech Province

BG_12 = 'BG-12' class-attribute instance-attribute

Montana Province

BG_13 = 'BG-13' class-attribute instance-attribute

Pazardzhik Province

BG_14 = 'BG-14' class-attribute instance-attribute

Pernik Province

BG_15 = 'BG-15' class-attribute instance-attribute

Pleven Province

BG_16 = 'BG-16' class-attribute instance-attribute

Plovdiv Province

BG_17 = 'BG-17' class-attribute instance-attribute

Razgrad Province

BG_18 = 'BG-18' class-attribute instance-attribute

Ruse Province

BG_19 = 'BG-19' class-attribute instance-attribute

Silistra Province

BG_20 = 'BG-20' class-attribute instance-attribute

Sliven Province

BG_21 = 'BG-21' class-attribute instance-attribute

Smolyan Province

BG_22 = 'BG-22' class-attribute instance-attribute

Sofia City Province

BG_23 = 'BG-23' class-attribute instance-attribute

Sofia Province

BG_24 = 'BG-24' class-attribute instance-attribute

Stara Zagora Province

BG_25 = 'BG-25' class-attribute instance-attribute

Targovishte Province

BG_26 = 'BG-26' class-attribute instance-attribute

Haskovo Province

BG_27 = 'BG-27' class-attribute instance-attribute

Shumen Province

BG_28 = 'BG-28' class-attribute instance-attribute

Yambol Province

BH_13 = 'BH-13' class-attribute instance-attribute

Capital Governorate (Bahrain)

BH_14 = 'BH-14' class-attribute instance-attribute

Southern Governorate, Bahrain

BH_17 = 'BH-17' class-attribute instance-attribute

Northern Governorate, Bahrain

BI_BB = 'BI-BB' class-attribute instance-attribute

Bubanza Province

BI_BM = 'BI-BM' class-attribute instance-attribute

Bujumbura Mairie

BI_KI = 'BI-KI' class-attribute instance-attribute

Kirundo Province

BI_KR = 'BI-KR' class-attribute instance-attribute

Karuzi Province

BJ_AK = 'BJ-AK' class-attribute instance-attribute

Atakora Department

BJ_AL = 'BJ-AL' class-attribute instance-attribute

Alibori Department

BJ_AQ = 'BJ-AQ' class-attribute instance-attribute

Atlantique Department

BJ_BO = 'BJ-BO' class-attribute instance-attribute

Borgou Department

BJ_CO = 'BJ-CO' class-attribute instance-attribute

Collines Department

BJ_DO = 'BJ-DO' class-attribute instance-attribute

Donga Department

BJ_KO = 'BJ-KO' class-attribute instance-attribute

Couffo Department

BJ_LI = 'BJ-LI' class-attribute instance-attribute

Littoral Department

BJ_MO = 'BJ-MO' class-attribute instance-attribute

Mono Department

BJ_OU = 'BJ-OU' class-attribute instance-attribute

Ouémé Department

BJ_PL = 'BJ-PL' class-attribute instance-attribute

Plateau Department

BJ_ZO = 'BJ-ZO' class-attribute instance-attribute

Zou Department

BN_BE = 'BN-BE' class-attribute instance-attribute

Belait

BN_BM = 'BN-BM' class-attribute instance-attribute

Brunei-Muara

BN_TE = 'BN-TE' class-attribute instance-attribute

Temburong

BN_TU = 'BN-TU' class-attribute instance-attribute

Tutong

BO_B = 'BO-B' class-attribute instance-attribute

Beni Department

BO_C = 'BO-C' class-attribute instance-attribute

Cochabamba Department

BO_H = 'BO-H' class-attribute instance-attribute

Chuquisaca Department

BO_L = 'BO-L' class-attribute instance-attribute

La Paz Department, Bolivia

BO_N = 'BO-N' class-attribute instance-attribute

Pando Department

BO_O = 'BO-O' class-attribute instance-attribute

Oruro Department

BO_P = 'BO-P' class-attribute instance-attribute

Potosí Department

BO_S = 'BO-S' class-attribute instance-attribute

Santa Cruz Department, Bolivia

BO_T = 'BO-T' class-attribute instance-attribute

Tarija Department

BQ_SE = 'BQ-SE' class-attribute instance-attribute

Sint Eustatius

BR_AC = 'BR-AC' class-attribute instance-attribute

Acre (state)

BR_AL = 'BR-AL' class-attribute instance-attribute

Alagoas

BR_AM = 'BR-AM' class-attribute instance-attribute

Amazonas (Brazil)

BR_AP = 'BR-AP' class-attribute instance-attribute

Amapá

BR_BA = 'BR-BA' class-attribute instance-attribute

Bahia

BR_CE = 'BR-CE' class-attribute instance-attribute

Ceará

BR_DF = 'BR-DF' class-attribute instance-attribute

Distrito Federal (Brazil)

BR_ES = 'BR-ES' class-attribute instance-attribute

Espírito Santo

BR_GO = 'BR-GO' class-attribute instance-attribute

Goiás

BR_MA = 'BR-MA' class-attribute instance-attribute

Maranhão

BR_MG = 'BR-MG' class-attribute instance-attribute

Minas Gerais

BR_MS = 'BR-MS' class-attribute instance-attribute

Mato Grosso do Sul

BR_MT = 'BR-MT' class-attribute instance-attribute

Mato Grosso

BR_PA = 'BR-PA' class-attribute instance-attribute

Pará

BR_PB = 'BR-PB' class-attribute instance-attribute

Paraíba

BR_PE = 'BR-PE' class-attribute instance-attribute

Pernambuco

BR_PI = 'BR-PI' class-attribute instance-attribute

Piauí

BR_PR = 'BR-PR' class-attribute instance-attribute

Paraná

BR_RJ = 'BR-RJ' class-attribute instance-attribute

Rio de Janeiro (state)

BR_RN = 'BR-RN' class-attribute instance-attribute

Rio Grande do Norte

BR_RO = 'BR-RO' class-attribute instance-attribute

Rondônia

BR_RR = 'BR-RR' class-attribute instance-attribute

Roraima

BR_RS = 'BR-RS' class-attribute instance-attribute

Rio Grande do Sul

BR_SC = 'BR-SC' class-attribute instance-attribute

Santa Catarina

BR_SE = 'BR-SE' class-attribute instance-attribute

Sergipe

BR_SP = 'BR-SP' class-attribute instance-attribute

São Paulo (state)

BR_TO = 'BR-TO' class-attribute instance-attribute

Tocantins

BS_BI = 'BS-BI' class-attribute instance-attribute

Bimini Islands

BS_BY = 'BS-BY' class-attribute instance-attribute

Berry Islands

BS_CI = 'BS-CI' class-attribute instance-attribute

Cat Island

BS_CK = 'BS-CK' class-attribute instance-attribute

Crooked Island (Bahamas)

BS_FP = 'BS-FP' class-attribute instance-attribute

Freeport, Bahamas

BS_GT = 'BS-GT' class-attribute instance-attribute

Green Turtle Cay, Abaco (Bahamas)

BS_HI = 'BS-HI' class-attribute instance-attribute

Harbour Island, Bahamas

BS_HT = 'BS-HT' class-attribute instance-attribute

Hope Town, Elbow Cay (Bahamas)

BS_IN = 'BS-IN' class-attribute instance-attribute

Inagua Islands

BS_LI = 'BS-LI' class-attribute instance-attribute

Long Island, Bahamas

BS_MH = 'BS-MH' class-attribute instance-attribute

Marsh Harbour, Abaco (Bahamas)

BS_NS = 'BS-NS' class-attribute instance-attribute

North Andros

BS_RI = 'BS-RI' class-attribute instance-attribute

Ragged Island, Bahamas

BS_SA = 'BS-SA' class-attribute instance-attribute

South Andros

BS_SS = 'BS-SS' class-attribute instance-attribute

San Salvador Island

BT_11 = 'BT-11' class-attribute instance-attribute

Paro District

BT_12 = 'BT-12' class-attribute instance-attribute

Chukha District

BT_13 = 'BT-13' class-attribute instance-attribute

Haa District

BT_14 = 'BT-14' class-attribute instance-attribute

Samtse District

BT_15 = 'BT-15' class-attribute instance-attribute

Thimphu District

BT_21 = 'BT-21' class-attribute instance-attribute

Tsirang District

BT_22 = 'BT-22' class-attribute instance-attribute

Dagana District

BT_23 = 'BT-23' class-attribute instance-attribute

Punakha District

BT_24 = 'BT-24' class-attribute instance-attribute

Wangdue Phodrang District

BT_31 = 'BT-31' class-attribute instance-attribute

Sarpang District

BT_32 = 'BT-32' class-attribute instance-attribute

Trongsa District

BT_33 = 'BT-33' class-attribute instance-attribute

Bumthang District

BT_34 = 'BT-34' class-attribute instance-attribute

Zhemgang District

BT_41 = 'BT-41' class-attribute instance-attribute

Trashigang District

BT_42 = 'BT-42' class-attribute instance-attribute

Mongar District

BT_43 = 'BT-43' class-attribute instance-attribute

Pemagatshel District

BT_44 = 'BT-44' class-attribute instance-attribute

Lhuntse District

BT_45 = 'BT-45' class-attribute instance-attribute

Samdrup Jongkhar District

BT_GA = 'BT-GA' class-attribute instance-attribute

Gasa District

BT_TY = 'BT-TY' class-attribute instance-attribute

Trashiyangtse District

BW_CE = 'BW-CE' class-attribute instance-attribute

Central District (Botswana)

BW_FR = 'BW-FR' class-attribute instance-attribute

Francistown

BW_GA = 'BW-GA' class-attribute instance-attribute

Gaborone

BW_JW = 'BW-JW' class-attribute instance-attribute

Jwaneng

BW_KG = 'BW-KG' class-attribute instance-attribute

Kgalagadi District

BW_KW = 'BW-KW' class-attribute instance-attribute

Kweneng District

BW_LO = 'BW-LO' class-attribute instance-attribute

Lobatse

BW_NE = 'BW-NE' class-attribute instance-attribute

North-East District, Botswana

BW_NW = 'BW-NW' class-attribute instance-attribute

North-West District (Botswana)

BW_SE = 'BW-SE' class-attribute instance-attribute

South-East District (Botswana)

BY_BR = 'BY-BR' class-attribute instance-attribute

Brest Region

BY_HM = 'BY-HM' class-attribute instance-attribute

Minsk

BY_HO = 'BY-HO' class-attribute instance-attribute

Gomel Region

BY_HR = 'BY-HR' class-attribute instance-attribute

Grodno Region

BY_MA = 'BY-MA' class-attribute instance-attribute

Mogilev Region

BY_MI = 'BY-MI' class-attribute instance-attribute

Minsk Region

BY_VI = 'BY-VI' class-attribute instance-attribute

Vitebsk Region

BZ_BZ = 'BZ-BZ' class-attribute instance-attribute

Belize District

BZ_CY = 'BZ-CY' class-attribute instance-attribute

Cayo District

BZ_CZL = 'BZ-CZL' class-attribute instance-attribute

Corozal District

BZ_OW = 'BZ-OW' class-attribute instance-attribute

Orange Walk District

BZ_SC = 'BZ-SC' class-attribute instance-attribute

Stann Creek District

BZ_TOL = 'BZ-TOL' class-attribute instance-attribute

Toledo District

CA_AB = 'CA-AB' class-attribute instance-attribute

Alberta

CA_BC = 'CA-BC' class-attribute instance-attribute

British Columbia

CA_MB = 'CA-MB' class-attribute instance-attribute

Manitoba

CA_NB = 'CA-NB' class-attribute instance-attribute

New Brunswick

CA_NL = 'CA-NL' class-attribute instance-attribute

Newfoundland and Labrador

CA_NS = 'CA-NS' class-attribute instance-attribute

Nova Scotia

CA_NT = 'CA-NT' class-attribute instance-attribute

Northwest Territories

CA_NU = 'CA-NU' class-attribute instance-attribute

Nunavut

CA_ON = 'CA-ON' class-attribute instance-attribute

Ontario

CA_PE = 'CA-PE' class-attribute instance-attribute

Prince Edward Island

CA_QC = 'CA-QC' class-attribute instance-attribute

Quebec

CA_SK = 'CA-SK' class-attribute instance-attribute

Saskatchewan

CA_YT = 'CA-YT' class-attribute instance-attribute

Yukon

CD_BC = 'CD-BC' class-attribute instance-attribute

Kongo Central

CD_BN = 'CD-BN' class-attribute instance-attribute

Bandundu (province)

CD_EQ = 'CD-EQ' class-attribute instance-attribute

Équateur, Congo

CD_HK = 'CD-HK' class-attribute instance-attribute

Haut-Katanga Province

CD_HL = 'CD-HL' class-attribute instance-attribute

Haut-Lomami

CD_HU = 'CD-HU' class-attribute instance-attribute

Haut-Uele

CD_KA = 'CD-KA' class-attribute instance-attribute

Katanga

CD_KC = 'CD-KC' class-attribute instance-attribute

Kasaï-Central

CD_KE = 'CD-KE' class-attribute instance-attribute

Kasaï-Oriental

CD_KG = 'CD-KG' class-attribute instance-attribute

Kwango Province

CD_KL = 'CD-KL' class-attribute instance-attribute

Kwilu, Democratic Republic of the Congo

CD_KN = 'CD-KN' class-attribute instance-attribute

Kinshasa

CD_KW = 'CD-KW' class-attribute instance-attribute

Kasaï-Occidental

CD_LO = 'CD-LO' class-attribute instance-attribute

Lomami Province

CD_LU = 'CD-LU' class-attribute instance-attribute

Lualaba, Democratic Republic of the Congo

CD_MA = 'CD-MA' class-attribute instance-attribute

Maniema

CD_MN = 'CD-MN' class-attribute instance-attribute

Mai-Ndombe, Democratic Republic of the Congo

CD_MO = 'CD-MO' class-attribute instance-attribute

Mongala Province

CD_NK = 'CD-NK' class-attribute instance-attribute

Nord-Kivu

CD_NU = 'CD-NU' class-attribute instance-attribute

Nord-Ubangi

CD_SA = 'CD-SA' class-attribute instance-attribute

Sankuru, Democratic Republic of the Congo

CD_SK = 'CD-SK' class-attribute instance-attribute

Sud-Kivu

CD_TA = 'CD-TA' class-attribute instance-attribute

Tanganyika Province

CD_TO = 'CD-TO' class-attribute instance-attribute

Tshopo Province

CD_TU = 'CD-TU' class-attribute instance-attribute

Tshuapa, Democratic Republic of the Congo

CF_BGF = 'CF-BGF' class-attribute instance-attribute

Bangui

CF_NM = 'CF-NM' class-attribute instance-attribute

Nana-Mambéré

CG_11 = 'CG-11' class-attribute instance-attribute

Bouenza Department

CG_12 = 'CG-12' class-attribute instance-attribute

Pool Department

CG_13 = 'CG-13' class-attribute instance-attribute

Sangha Department

CG_14 = 'CG-14' class-attribute instance-attribute

Plateaux Department

CG_15 = 'CG-15' class-attribute instance-attribute

Cuvette-Ouest Department

CG_2 = 'CG-2' class-attribute instance-attribute

Lékoumou Department

CG_5 = 'CG-5' class-attribute instance-attribute

Kouilou Department

CG_7 = 'CG-7' class-attribute instance-attribute

Likouala Department

CG_8 = 'CG-8' class-attribute instance-attribute

Cuvette Department

CG_9 = 'CG-9' class-attribute instance-attribute

Niari Department

CH_AG = 'CH-AG' class-attribute instance-attribute

Canton of Aargau

CH_AI = 'CH-AI' class-attribute instance-attribute

Canton of Appenzell Innerrhoden

CH_AR = 'CH-AR' class-attribute instance-attribute

Canton of Appenzell Ausserrhoden

CH_BE = 'CH-BE' class-attribute instance-attribute

Canton of Bern

CH_BL = 'CH-BL' class-attribute instance-attribute

Canton of Basel-Landschaft

CH_BS = 'CH-BS' class-attribute instance-attribute

Canton of Basel-Stadt

CH_FR = 'CH-FR' class-attribute instance-attribute

Canton of Fribourg

CH_GE = 'CH-GE' class-attribute instance-attribute

Canton of Geneva

CH_GL = 'CH-GL' class-attribute instance-attribute

Canton of Glarus

CH_GR = 'CH-GR' class-attribute instance-attribute

Canton of Graubünden

CH_JU = 'CH-JU' class-attribute instance-attribute

Canton of Jura

CH_LU = 'CH-LU' class-attribute instance-attribute

Canton of Lucerne

CH_NE = 'CH-NE' class-attribute instance-attribute

Canton of Neuchâtel

CH_NW = 'CH-NW' class-attribute instance-attribute

Canton of Nidwalden

CH_OW = 'CH-OW' class-attribute instance-attribute

Canton of Obwalden

CH_SG = 'CH-SG' class-attribute instance-attribute

Canton of St. Gallen

CH_SH = 'CH-SH' class-attribute instance-attribute

Canton of Schaffhausen

CH_SO = 'CH-SO' class-attribute instance-attribute

Canton of Solothurn

CH_SZ = 'CH-SZ' class-attribute instance-attribute

Canton of Schwyz

CH_TG = 'CH-TG' class-attribute instance-attribute

Canton of Thurgau

CH_TI = 'CH-TI' class-attribute instance-attribute

Canton of Ticino

CH_UR = 'CH-UR' class-attribute instance-attribute

Canton of Uri

CH_VD = 'CH-VD' class-attribute instance-attribute

Canton of Vaud

CH_VS = 'CH-VS' class-attribute instance-attribute

Canton of Valais

CH_ZG = 'CH-ZG' class-attribute instance-attribute

Canton of Zug

CH_ZH = 'CH-ZH' class-attribute instance-attribute

Canton of Zürich

CI_05 = 'CI-05' class-attribute instance-attribute

Moyen-Comoé

CI_AB = 'CI-AB' class-attribute instance-attribute

Abidjan

CI_DN = 'CI-DN' class-attribute instance-attribute

Denguélé District

CI_YM = 'CI-YM' class-attribute instance-attribute

Yamoussoukro

CL_AI = 'CL-AI' class-attribute instance-attribute

Aysén Region

CL_AN = 'CL-AN' class-attribute instance-attribute

Antofagasta Region

CL_AP = 'CL-AP' class-attribute instance-attribute

Arica and Parinacota Region

CL_AR = 'CL-AR' class-attribute instance-attribute

Araucanía Region

CL_AT = 'CL-AT' class-attribute instance-attribute

Atacama Region

CL_BI = 'CL-BI' class-attribute instance-attribute

Biobío Region

CL_CO = 'CL-CO' class-attribute instance-attribute

Coquimbo Region

CL_LI = 'CL-LI' class-attribute instance-attribute

O'Higgins Region

CL_LL = 'CL-LL' class-attribute instance-attribute

Los Lagos Region

CL_LR = 'CL-LR' class-attribute instance-attribute

Los Ríos Region

CL_MA = 'CL-MA' class-attribute instance-attribute

Magallanes y Antártica Chilena Region

CL_ML = 'CL-ML' class-attribute instance-attribute

Maule Region

CL_NB = 'CL-NB' class-attribute instance-attribute

Ñuble Region

CL_RM = 'CL-RM' class-attribute instance-attribute

Santiago Metropolitan Region

CL_TA = 'CL-TA' class-attribute instance-attribute

Tarapacá Region

CL_VS = 'CL-VS' class-attribute instance-attribute

Valparaíso Region

CM_AD = 'CM-AD' class-attribute instance-attribute

Adamaoua

CM_CE = 'CM-CE' class-attribute instance-attribute

Centre Region (Cameroon)

CM_EN = 'CM-EN' class-attribute instance-attribute

Far North Region (Cameroon)

CM_ES = 'CM-ES' class-attribute instance-attribute

East Region (Cameroon)

CM_LT = 'CM-LT' class-attribute instance-attribute

Littoral Region

CM_NO = 'CM-NO' class-attribute instance-attribute

North Region, Cameroon

CM_NW = 'CM-NW' class-attribute instance-attribute

Northwest Region

CM_SU = 'CM-SU' class-attribute instance-attribute

South Region (Cameroon)

CM_SW = 'CM-SW' class-attribute instance-attribute

Southwest Region (Cameroon)

CN_AH = 'CN-AH' class-attribute instance-attribute

Anhui

CN_BJ = 'CN-BJ' class-attribute instance-attribute

Beijing

CN_CQ = 'CN-CQ' class-attribute instance-attribute

Chongqing

CN_FJ = 'CN-FJ' class-attribute instance-attribute

Fujian

CN_GD = 'CN-GD' class-attribute instance-attribute

Guangdong

CN_GS = 'CN-GS' class-attribute instance-attribute

Gansu

CN_GX = 'CN-GX' class-attribute instance-attribute

Guangxi

CN_GZ = 'CN-GZ' class-attribute instance-attribute

Guizhou

CN_HA = 'CN-HA' class-attribute instance-attribute

Henan

CN_HB = 'CN-HB' class-attribute instance-attribute

Hubei

CN_HE = 'CN-HE' class-attribute instance-attribute

Hebei

CN_HI = 'CN-HI' class-attribute instance-attribute

Hainan

CN_HK = 'CN-HK' class-attribute instance-attribute

Hong Kong

CN_HL = 'CN-HL' class-attribute instance-attribute

Heilongjiang

CN_HN = 'CN-HN' class-attribute instance-attribute

Hunan

CN_JL = 'CN-JL' class-attribute instance-attribute

Jilin

CN_JS = 'CN-JS' class-attribute instance-attribute

Jiangsu

CN_JX = 'CN-JX' class-attribute instance-attribute

Jiangxi

CN_LN = 'CN-LN' class-attribute instance-attribute

Liaoning

CN_MO = 'CN-MO' class-attribute instance-attribute

Macau

CN_NM = 'CN-NM' class-attribute instance-attribute

Inner Mongolia

CN_NX = 'CN-NX' class-attribute instance-attribute

Ningxia

CN_QH = 'CN-QH' class-attribute instance-attribute

Qinghai

CN_SC = 'CN-SC' class-attribute instance-attribute

Sichuan

CN_SD = 'CN-SD' class-attribute instance-attribute

Shandong

CN_SH = 'CN-SH' class-attribute instance-attribute

Shanghai

CN_SN = 'CN-SN' class-attribute instance-attribute

Shaanxi

CN_SX = 'CN-SX' class-attribute instance-attribute

Shanxi

CN_TJ = 'CN-TJ' class-attribute instance-attribute

Tianjin

CN_TW = 'CN-TW' class-attribute instance-attribute

Taiwan Province, People's Republic of China

CN_XJ = 'CN-XJ' class-attribute instance-attribute

Xinjiang

CN_XZ = 'CN-XZ' class-attribute instance-attribute

Tibet Autonomous Region

CN_YN = 'CN-YN' class-attribute instance-attribute

Yunnan

CN_ZJ = 'CN-ZJ' class-attribute instance-attribute

Zhejiang

CO_AMA = 'CO-AMA' class-attribute instance-attribute

Amazonas Department (Colombia)

CO_ANT = 'CO-ANT' class-attribute instance-attribute

Antioquia Department

CO_ARA = 'CO-ARA' class-attribute instance-attribute

Arauca Department

CO_ATL = 'CO-ATL' class-attribute instance-attribute

Atlántico Department

CO_BOL = 'CO-BOL' class-attribute instance-attribute

Bolívar Department

CO_BOY = 'CO-BOY' class-attribute instance-attribute

Boyacá Department

CO_CAL = 'CO-CAL' class-attribute instance-attribute

Caldas Department

CO_CAQ = 'CO-CAQ' class-attribute instance-attribute

Caquetá Department

CO_CAS = 'CO-CAS' class-attribute instance-attribute

Casanare Department

CO_CAU = 'CO-CAU' class-attribute instance-attribute

Cauca Department

CO_CES = 'CO-CES' class-attribute instance-attribute

Cesar Department

CO_CHO = 'CO-CHO' class-attribute instance-attribute

Chocó Department

CO_COR = 'CO-COR' class-attribute instance-attribute

Córdoba Department

CO_CUN = 'CO-CUN' class-attribute instance-attribute

Cundinamarca Department

CO_DC = 'CO-DC' class-attribute instance-attribute

Bogotá

CO_GUA = 'CO-GUA' class-attribute instance-attribute

Guainía Department

CO_GUV = 'CO-GUV' class-attribute instance-attribute

Guaviare Department

CO_HUI = 'CO-HUI' class-attribute instance-attribute

Huila Department

CO_LAG = 'CO-LAG' class-attribute instance-attribute

La Guajira Department

CO_MAG = 'CO-MAG' class-attribute instance-attribute

Magdalena Department

CO_MET = 'CO-MET' class-attribute instance-attribute

Meta Department

CO_NAR = 'CO-NAR' class-attribute instance-attribute

Nariño Department

CO_NSA = 'CO-NSA' class-attribute instance-attribute

Norte de Santander Department

CO_PUT = 'CO-PUT' class-attribute instance-attribute

Putumayo Department

CO_QUI = 'CO-QUI' class-attribute instance-attribute

Quindío Department

CO_RIS = 'CO-RIS' class-attribute instance-attribute

Risaralda Department

CO_SAN = 'CO-SAN' class-attribute instance-attribute

Santander Department

CO_SAP = 'CO-SAP' class-attribute instance-attribute

San Andrés, Providencia y Santa Catalina

CO_SUC = 'CO-SUC' class-attribute instance-attribute

Sucre Department

CO_TOL = 'CO-TOL' class-attribute instance-attribute

Tolima Department

CO_VAC = 'CO-VAC' class-attribute instance-attribute

Valle del Cauca Department

CO_VAU = 'CO-VAU' class-attribute instance-attribute

Vaupés Department

CO_VID = 'CO-VID' class-attribute instance-attribute

Vichada Department

CR_A = 'CR-A' class-attribute instance-attribute

Alajuela Province

CR_C = 'CR-C' class-attribute instance-attribute

Cartago Province

CR_G = 'CR-G' class-attribute instance-attribute

Guanacaste Province

CR_H = 'CR-H' class-attribute instance-attribute

Heredia Province

CR_L = 'CR-L' class-attribute instance-attribute

Limón Province

CR_P = 'CR-P' class-attribute instance-attribute

Puntarenas Province

CR_SJ = 'CR-SJ' class-attribute instance-attribute

San José Province

CU_01 = 'CU-01' class-attribute instance-attribute

Pinar del Río Province

CU_02 = 'CU-02' class-attribute instance-attribute

Province of Havana

CU_04 = 'CU-04' class-attribute instance-attribute

Matanzas Province

CU_05 = 'CU-05' class-attribute instance-attribute

Villa Clara Province

CU_06 = 'CU-06' class-attribute instance-attribute

Cienfuegos Province

CU_07 = 'CU-07' class-attribute instance-attribute

Sancti Spíritus Province

CU_08 = 'CU-08' class-attribute instance-attribute

Ciego de Ávila Province

CU_09 = 'CU-09' class-attribute instance-attribute

Camagüey Province

CU_10 = 'CU-10' class-attribute instance-attribute

Las Tunas Province

CU_11 = 'CU-11' class-attribute instance-attribute

Holguín Province

CU_12 = 'CU-12' class-attribute instance-attribute

Granma Province

CU_13 = 'CU-13' class-attribute instance-attribute

Santiago de Cuba Province

CU_14 = 'CU-14' class-attribute instance-attribute

Guantánamo Province

CU_15 = 'CU-15' class-attribute instance-attribute

Artemisa Province

CU_16 = 'CU-16' class-attribute instance-attribute

Mayabeque Province

CU_99 = 'CU-99' class-attribute instance-attribute

Isla de la Juventud

CV_B = 'CV-B' class-attribute instance-attribute

Barlavento (Cape Verde)

CV_BR = 'CV-BR' class-attribute instance-attribute

Brava (Cape Verde)

CV_CA = 'CV-CA' class-attribute instance-attribute

Santa Catarina

CV_CF = 'CV-CF' class-attribute instance-attribute

Santa Catarina do Fogo

CV_MA = 'CV-MA' class-attribute instance-attribute

Maio (Cape Verde)

CV_MO = 'CV-MO' class-attribute instance-attribute

Mosteiros Municipality

CV_PA = 'CV-PA' class-attribute instance-attribute

Paul (Cape Verde)

CV_PN = 'CV-PN' class-attribute instance-attribute

Porto Novo (Cape Verde)

CV_RB = 'CV-RB' class-attribute instance-attribute

Ribeira Brava (Cape Verde)

CV_RG = 'CV-RG' class-attribute instance-attribute

Ribeira Grande Municipality

CV_RS = 'CV-RS' class-attribute instance-attribute

Ribeira Grande de Santiago

CV_S = 'CV-S' class-attribute instance-attribute

Sotavento (Cape Verde)

CV_SD = 'CV-SD' class-attribute instance-attribute

São Domingos Municipality (Cape Verde)

CV_SF = 'CV-SF' class-attribute instance-attribute

São Filipe (Cape Verde)

CV_SM = 'CV-SM' class-attribute instance-attribute

São Miguel (Cape Verde)

CV_SO = 'CV-SO' class-attribute instance-attribute

São Lourenço dos Órgãos

CV_SS = 'CV-SS' class-attribute instance-attribute

São Salvador do Mundo

CV_SV = 'CV-SV' class-attribute instance-attribute

São Vicente Municipality

CV_TA = 'CV-TA' class-attribute instance-attribute

Tarrafal

CV_TS = 'CV-TS' class-attribute instance-attribute

Tarrafal de São Nicolau

CY_01 = 'CY-01' class-attribute instance-attribute

Nicosia District

CY_02 = 'CY-02' class-attribute instance-attribute

Limassol District

CY_03 = 'CY-03' class-attribute instance-attribute

Larnaca District

CY_04 = 'CY-04' class-attribute instance-attribute

Famagusta District

CY_05 = 'CY-05' class-attribute instance-attribute

Paphos District

CY_06 = 'CY-06' class-attribute instance-attribute

Kyrenia District

CZ_10 = 'CZ-10' class-attribute instance-attribute

Prague

CZ_101 = 'CZ-101' class-attribute instance-attribute

Prague 1

CZ_102 = 'CZ-102' class-attribute instance-attribute

Prague 2

CZ_103 = 'CZ-103' class-attribute instance-attribute

Prague 3

CZ_105 = 'CZ-105' class-attribute instance-attribute

Prague 5

CZ_106 = 'CZ-106' class-attribute instance-attribute

Prague 6

CZ_107 = 'CZ-107' class-attribute instance-attribute

Prague 7

CZ_108 = 'CZ-108' class-attribute instance-attribute

Prague 8

CZ_109 = 'CZ-109' class-attribute instance-attribute

Prague 9

CZ_110 = 'CZ-110' class-attribute instance-attribute

Prague 10

CZ_114 = 'CZ-114' class-attribute instance-attribute

Prague 14

CZ_115 = 'CZ-115' class-attribute instance-attribute

Prague 15

CZ_121 = 'CZ-121' class-attribute instance-attribute

Újezd nad Lesy

CZ_20 = 'CZ-20' class-attribute instance-attribute

Central Bohemian Region

CZ_201 = 'CZ-201' class-attribute instance-attribute

Benešov District

CZ_202 = 'CZ-202' class-attribute instance-attribute

Beroun District

CZ_203 = 'CZ-203' class-attribute instance-attribute

Kladno District

CZ_204 = 'CZ-204' class-attribute instance-attribute

Kolín District

CZ_205 = 'CZ-205' class-attribute instance-attribute

Kutná Hora District

CZ_206 = 'CZ-206' class-attribute instance-attribute

Mělník District

CZ_207 = 'CZ-207' class-attribute instance-attribute

Mladá Boleslav District

CZ_208 = 'CZ-208' class-attribute instance-attribute

Nymburk District

CZ_209 = 'CZ-209' class-attribute instance-attribute

Prague-East District

CZ_20A = 'CZ-20A' class-attribute instance-attribute

Prague-West District

CZ_20B = 'CZ-20B' class-attribute instance-attribute

Příbram District

CZ_20C = 'CZ-20C' class-attribute instance-attribute

Rakovník District

CZ_31 = 'CZ-31' class-attribute instance-attribute

South Bohemian Region

CZ_311 = 'CZ-311' class-attribute instance-attribute

České Budějovice District

CZ_312 = 'CZ-312' class-attribute instance-attribute

Český Krumlov District

CZ_313 = 'CZ-313' class-attribute instance-attribute

Jindřichův Hradec District

CZ_314 = 'CZ-314' class-attribute instance-attribute

Písek District

CZ_315 = 'CZ-315' class-attribute instance-attribute

Prachatice District

CZ_316 = 'CZ-316' class-attribute instance-attribute

Strakonice District

CZ_317 = 'CZ-317' class-attribute instance-attribute

Tábor District

CZ_32 = 'CZ-32' class-attribute instance-attribute

Plzeň Region

CZ_321 = 'CZ-321' class-attribute instance-attribute

Domažlice District

CZ_322 = 'CZ-322' class-attribute instance-attribute

Klatovy District

CZ_323 = 'CZ-323' class-attribute instance-attribute

Plzeň-City District

CZ_324 = 'CZ-324' class-attribute instance-attribute

Plzeň-South District

CZ_325 = 'CZ-325' class-attribute instance-attribute

Plzeň-North District

CZ_326 = 'CZ-326' class-attribute instance-attribute

Rokycany District

CZ_327 = 'CZ-327' class-attribute instance-attribute

Tachov District

CZ_41 = 'CZ-41' class-attribute instance-attribute

Karlovy Vary Region

CZ_411 = 'CZ-411' class-attribute instance-attribute

Cheb District

CZ_412 = 'CZ-412' class-attribute instance-attribute

Karlovy Vary District

CZ_413 = 'CZ-413' class-attribute instance-attribute

Sokolov District

CZ_42 = 'CZ-42' class-attribute instance-attribute

Ústí nad Labem Region

CZ_421 = 'CZ-421' class-attribute instance-attribute

Děčín District

CZ_422 = 'CZ-422' class-attribute instance-attribute

Chomutov District

CZ_423 = 'CZ-423' class-attribute instance-attribute

Litoměřice District

CZ_424 = 'CZ-424' class-attribute instance-attribute

Louny District

CZ_425 = 'CZ-425' class-attribute instance-attribute

Most District

CZ_426 = 'CZ-426' class-attribute instance-attribute

Teplice District

CZ_427 = 'CZ-427' class-attribute instance-attribute

Ústí nad Labem District

CZ_51 = 'CZ-51' class-attribute instance-attribute

Liberec Region

CZ_511 = 'CZ-511' class-attribute instance-attribute

Česká Lípa District

CZ_512 = 'CZ-512' class-attribute instance-attribute

Jablonec nad Nisou District

CZ_513 = 'CZ-513' class-attribute instance-attribute

Liberec District

CZ_514 = 'CZ-514' class-attribute instance-attribute

Semily District

CZ_52 = 'CZ-52' class-attribute instance-attribute

Hradec Králové Region

CZ_521 = 'CZ-521' class-attribute instance-attribute

Hradec Králové District

CZ_522 = 'CZ-522' class-attribute instance-attribute

Jičín District

CZ_523 = 'CZ-523' class-attribute instance-attribute

Náchod District

CZ_524 = 'CZ-524' class-attribute instance-attribute

Rychnov nad Kněžnou District

CZ_525 = 'CZ-525' class-attribute instance-attribute

Trutnov District

CZ_53 = 'CZ-53' class-attribute instance-attribute

Pardubice Region

CZ_531 = 'CZ-531' class-attribute instance-attribute

Chrudim District

CZ_532 = 'CZ-532' class-attribute instance-attribute

Pardubice District

CZ_533 = 'CZ-533' class-attribute instance-attribute

Svitavy District

CZ_534 = 'CZ-534' class-attribute instance-attribute

Ústí nad Orlicí District

CZ_63 = 'CZ-63' class-attribute instance-attribute

Vysočina Region

CZ_631 = 'CZ-631' class-attribute instance-attribute

Havlíčkův Brod District

CZ_632 = 'CZ-632' class-attribute instance-attribute

Jihlava District

CZ_633 = 'CZ-633' class-attribute instance-attribute

Pelhřimov District

CZ_634 = 'CZ-634' class-attribute instance-attribute

Třebíč District

CZ_635 = 'CZ-635' class-attribute instance-attribute

Žďár nad Sázavou District

CZ_64 = 'CZ-64' class-attribute instance-attribute

South Moravian Region

CZ_641 = 'CZ-641' class-attribute instance-attribute

Blansko District

CZ_642 = 'CZ-642' class-attribute instance-attribute

Brno-City District

CZ_643 = 'CZ-643' class-attribute instance-attribute

Brno-Country District

CZ_644 = 'CZ-644' class-attribute instance-attribute

Břeclav District

CZ_645 = 'CZ-645' class-attribute instance-attribute

Hodonín District

CZ_646 = 'CZ-646' class-attribute instance-attribute

Vyškov District

CZ_647 = 'CZ-647' class-attribute instance-attribute

Znojmo District

CZ_71 = 'CZ-71' class-attribute instance-attribute

Olomouc Region

CZ_711 = 'CZ-711' class-attribute instance-attribute

Jeseník District

CZ_712 = 'CZ-712' class-attribute instance-attribute

Olomouc District

CZ_713 = 'CZ-713' class-attribute instance-attribute

Prostějov District

CZ_714 = 'CZ-714' class-attribute instance-attribute

Přerov District

CZ_715 = 'CZ-715' class-attribute instance-attribute

Šumperk District

CZ_72 = 'CZ-72' class-attribute instance-attribute

Zlín Region

CZ_721 = 'CZ-721' class-attribute instance-attribute

Kroměříž District

CZ_722 = 'CZ-722' class-attribute instance-attribute

Uherské Hradiště District

CZ_723 = 'CZ-723' class-attribute instance-attribute

Vsetín District

CZ_724 = 'CZ-724' class-attribute instance-attribute

Zlín District

CZ_80 = 'CZ-80' class-attribute instance-attribute

Moravian-Silesian Region

CZ_801 = 'CZ-801' class-attribute instance-attribute

Bruntál District

CZ_802 = 'CZ-802' class-attribute instance-attribute

Frýdek-Místek District

CZ_803 = 'CZ-803' class-attribute instance-attribute

Karviná District

CZ_804 = 'CZ-804' class-attribute instance-attribute

Nový Jičín District

CZ_805 = 'CZ-805' class-attribute instance-attribute

Opava District

CZ_806 = 'CZ-806' class-attribute instance-attribute

Ostrava-City District

DE_BB = 'DE-BB' class-attribute instance-attribute

Brandenburg

DE_BE = 'DE-BE' class-attribute instance-attribute

Berlin

DE_BW = 'DE-BW' class-attribute instance-attribute

Baden-Württemberg

DE_BY = 'DE-BY' class-attribute instance-attribute

Bavaria

DE_HB = 'DE-HB' class-attribute instance-attribute

Bremen (state)

DE_HE = 'DE-HE' class-attribute instance-attribute

Hesse

DE_HH = 'DE-HH' class-attribute instance-attribute

Hamburg

DE_MV = 'DE-MV' class-attribute instance-attribute

Mecklenburg-Western Pomerania

DE_NI = 'DE-NI' class-attribute instance-attribute

Lower Saxony

DE_NW = 'DE-NW' class-attribute instance-attribute

North Rhine-Westphalia

DE_RP = 'DE-RP' class-attribute instance-attribute

Rhineland-Palatinate

DE_SH = 'DE-SH' class-attribute instance-attribute

Schleswig-Holstein

DE_SL = 'DE-SL' class-attribute instance-attribute

Saarland

DE_SN = 'DE-SN' class-attribute instance-attribute

Saxony

DE_ST = 'DE-ST' class-attribute instance-attribute

Saxony-Anhalt

DE_TH = 'DE-TH' class-attribute instance-attribute

Thuringia

DJ_AS = 'DJ-AS' class-attribute instance-attribute

Ali Sabieh Region

DJ_DI = 'DJ-DI' class-attribute instance-attribute

Dikhil Region

DJ_DJ = 'DJ-DJ' class-attribute instance-attribute

Djibouti (city)

DJ_OB = 'DJ-OB' class-attribute instance-attribute

Obock Region

DJ_TA = 'DJ-TA' class-attribute instance-attribute

Tadjoura

DK_81 = 'DK-81' class-attribute instance-attribute

Region Nordjylland

DK_82 = 'DK-82' class-attribute instance-attribute

Region Midtjylland

DK_83 = 'DK-83' class-attribute instance-attribute

Region Syddanmark

DK_84 = 'DK-84' class-attribute instance-attribute

Region Hovedstaden

DK_85 = 'DK-85' class-attribute instance-attribute

Region Sjælland

DK_GL = 'DK-GL' class-attribute instance-attribute

Greenland

DM_02 = 'DM-02' class-attribute instance-attribute

Saint Andrew Parish, Dominica

DM_03 = 'DM-03' class-attribute instance-attribute

Saint David Parish, Dominica

DM_04 = 'DM-04' class-attribute instance-attribute

Saint George Parish, Dominica

DM_05 = 'DM-05' class-attribute instance-attribute

Saint John Parish, Dominica

DM_06 = 'DM-06' class-attribute instance-attribute

Saint Joseph Parish, Dominica

DM_07 = 'DM-07' class-attribute instance-attribute

Saint Luke Parish, Dominica

DM_08 = 'DM-08' class-attribute instance-attribute

Saint Mark Parish, Dominica

DM_09 = 'DM-09' class-attribute instance-attribute

Saint Patrick Parish, Dominica

DM_10 = 'DM-10' class-attribute instance-attribute

Saint Paul Parish, Dominica

DM_11 = 'DM-11' class-attribute instance-attribute

Saint Peter Parish, Dominica

DO_01 = 'DO-01' class-attribute instance-attribute

Distrito Nacional

DO_02 = 'DO-02' class-attribute instance-attribute

Azua Province

DO_03 = 'DO-03' class-attribute instance-attribute

Bahoruco Province

DO_04 = 'DO-04' class-attribute instance-attribute

Barahona Province

DO_05 = 'DO-05' class-attribute instance-attribute

Dajabón Province

DO_06 = 'DO-06' class-attribute instance-attribute

Duarte Province

DO_07 = 'DO-07' class-attribute instance-attribute

Elías Piña Province

DO_08 = 'DO-08' class-attribute instance-attribute

El Seibo Province

DO_09 = 'DO-09' class-attribute instance-attribute

Espaillat Province

DO_10 = 'DO-10' class-attribute instance-attribute

Independencia Province

DO_11 = 'DO-11' class-attribute instance-attribute

La Altagracia Province

DO_12 = 'DO-12' class-attribute instance-attribute

La Romana Province

DO_13 = 'DO-13' class-attribute instance-attribute

La Vega Province

DO_14 = 'DO-14' class-attribute instance-attribute

María Trinidad Sánchez Province

DO_15 = 'DO-15' class-attribute instance-attribute

Monte Cristi Province

DO_16 = 'DO-16' class-attribute instance-attribute

Pedernales Province

DO_17 = 'DO-17' class-attribute instance-attribute

Peravia Province

DO_18 = 'DO-18' class-attribute instance-attribute

Puerto Plata Province

DO_19 = 'DO-19' class-attribute instance-attribute

Hermanas Mirabal Province

DO_20 = 'DO-20' class-attribute instance-attribute

Samaná Province

DO_21 = 'DO-21' class-attribute instance-attribute

San Cristóbal Province

DO_22 = 'DO-22' class-attribute instance-attribute

San Juan Province, Dominican Republic

DO_23 = 'DO-23' class-attribute instance-attribute

San Pedro de Macorís Province

DO_24 = 'DO-24' class-attribute instance-attribute

Sánchez Ramírez Province

DO_25 = 'DO-25' class-attribute instance-attribute

Santiago Province (Dominican Republic)

DO_26 = 'DO-26' class-attribute instance-attribute

Santiago Rodríguez Province

DO_27 = 'DO-27' class-attribute instance-attribute

Valverde Province

DO_28 = 'DO-28' class-attribute instance-attribute

Monseñor Nouel Province

DO_29 = 'DO-29' class-attribute instance-attribute

Monte Plata Province

DO_30 = 'DO-30' class-attribute instance-attribute

Hato Mayor Province

DO_31 = 'DO-31' class-attribute instance-attribute

San José de Ocoa Province

DO_32 = 'DO-32' class-attribute instance-attribute

Santo Domingo Province

DZ_01 = 'DZ-01' class-attribute instance-attribute

Adrar Province

DZ_02 = 'DZ-02' class-attribute instance-attribute

Chlef Province

DZ_03 = 'DZ-03' class-attribute instance-attribute

Laghouat Province

DZ_04 = 'DZ-04' class-attribute instance-attribute

Oum El Bouaghi Province

DZ_05 = 'DZ-05' class-attribute instance-attribute

Batna Province

DZ_06 = 'DZ-06' class-attribute instance-attribute

Béjaïa Province

DZ_07 = 'DZ-07' class-attribute instance-attribute

Biskra Province

DZ_08 = 'DZ-08' class-attribute instance-attribute

Béchar Province

DZ_09 = 'DZ-09' class-attribute instance-attribute

Blida Province

DZ_10 = 'DZ-10' class-attribute instance-attribute

Bouira Province

DZ_11 = 'DZ-11' class-attribute instance-attribute

Tamanrasset Province

DZ_12 = 'DZ-12' class-attribute instance-attribute

Tébessa Province

DZ_13 = 'DZ-13' class-attribute instance-attribute

Tlemcen Province

DZ_14 = 'DZ-14' class-attribute instance-attribute

Tiaret Province

DZ_15 = 'DZ-15' class-attribute instance-attribute

Tizi Ouzou Province

DZ_16 = 'DZ-16' class-attribute instance-attribute

Algiers Province

DZ_17 = 'DZ-17' class-attribute instance-attribute

Djelfa Province

DZ_18 = 'DZ-18' class-attribute instance-attribute

Jijel Province

DZ_19 = 'DZ-19' class-attribute instance-attribute

Sétif Province

DZ_20 = 'DZ-20' class-attribute instance-attribute

Saïda Province

DZ_21 = 'DZ-21' class-attribute instance-attribute

Skikda Province

DZ_22 = 'DZ-22' class-attribute instance-attribute

Sidi Bel Abbès Province

DZ_23 = 'DZ-23' class-attribute instance-attribute

Annaba Province

DZ_24 = 'DZ-24' class-attribute instance-attribute

Guelma Province

DZ_25 = 'DZ-25' class-attribute instance-attribute

Constantine Province

DZ_26 = 'DZ-26' class-attribute instance-attribute

Médéa Province

DZ_27 = 'DZ-27' class-attribute instance-attribute

Mostaganem Province

DZ_28 = 'DZ-28' class-attribute instance-attribute

M'Sila Province

DZ_29 = 'DZ-29' class-attribute instance-attribute

Mascara Province

DZ_30 = 'DZ-30' class-attribute instance-attribute

Ouargla Province

DZ_31 = 'DZ-31' class-attribute instance-attribute

Oran Province

DZ_32 = 'DZ-32' class-attribute instance-attribute

El Bayadh Province

DZ_33 = 'DZ-33' class-attribute instance-attribute

Illizi Province

DZ_34 = 'DZ-34' class-attribute instance-attribute

Bordj Bou Arréridj Province

DZ_35 = 'DZ-35' class-attribute instance-attribute

Boumerdès Province

DZ_36 = 'DZ-36' class-attribute instance-attribute

El Tarf Province

DZ_37 = 'DZ-37' class-attribute instance-attribute

Tindouf Province

DZ_38 = 'DZ-38' class-attribute instance-attribute

Tissemsilt Province

DZ_39 = 'DZ-39' class-attribute instance-attribute

El Oued Province

DZ_40 = 'DZ-40' class-attribute instance-attribute

Khenchela Province

DZ_41 = 'DZ-41' class-attribute instance-attribute

Souk Ahras Province

DZ_42 = 'DZ-42' class-attribute instance-attribute

Tipaza Province

DZ_43 = 'DZ-43' class-attribute instance-attribute

Mila Province

DZ_44 = 'DZ-44' class-attribute instance-attribute

Aïn Defla Province

DZ_45 = 'DZ-45' class-attribute instance-attribute

Naâma Province

DZ_46 = 'DZ-46' class-attribute instance-attribute

Aïn Témouchent Province

DZ_47 = 'DZ-47' class-attribute instance-attribute

Ghardaïa Province

DZ_48 = 'DZ-48' class-attribute instance-attribute

Relizane Province

DZ_49 = 'DZ-49' class-attribute instance-attribute

Timimoun Province

DZ_50 = 'DZ-50' class-attribute instance-attribute

Bordj Baji Mokhtar Province

DZ_51 = 'DZ-51' class-attribute instance-attribute

Ouled Djellal Province

DZ_52 = 'DZ-52' class-attribute instance-attribute

Béni Abbès Province

DZ_53 = 'DZ-53' class-attribute instance-attribute

In Salah Province

DZ_55 = 'DZ-55' class-attribute instance-attribute

Touggourt Province

DZ_56 = 'DZ-56' class-attribute instance-attribute

Djanet Province

DZ_58 = 'DZ-58' class-attribute instance-attribute

El Menia Province

EC_A = 'EC-A' class-attribute instance-attribute

Azuay Province

EC_B = 'EC-B' class-attribute instance-attribute

Bolívar Province

EC_C = 'EC-C' class-attribute instance-attribute

Carchi Province

EC_D = 'EC-D' class-attribute instance-attribute

Orellana Province

EC_E = 'EC-E' class-attribute instance-attribute

Esmeraldas Province

EC_F = 'EC-F' class-attribute instance-attribute

Cañar Province

EC_G = 'EC-G' class-attribute instance-attribute

Guayas Province

EC_H = 'EC-H' class-attribute instance-attribute

Chimborazo Province

EC_I = 'EC-I' class-attribute instance-attribute

Imbabura Province

EC_L = 'EC-L' class-attribute instance-attribute

Loja Province

EC_M = 'EC-M' class-attribute instance-attribute

Manabí Province

EC_N = 'EC-N' class-attribute instance-attribute

Napo Province

EC_O = 'EC-O' class-attribute instance-attribute

El Oro Province

EC_P = 'EC-P' class-attribute instance-attribute

Pichincha Province

EC_R = 'EC-R' class-attribute instance-attribute

Los Ríos Province

EC_S = 'EC-S' class-attribute instance-attribute

Morona-Santiago Province

EC_SD = 'EC-SD' class-attribute instance-attribute

Santo Domingo de los Tsáchilas Province

EC_SE = 'EC-SE' class-attribute instance-attribute

Santa Elena Province

EC_T = 'EC-T' class-attribute instance-attribute

Tungurahua Province

EC_U = 'EC-U' class-attribute instance-attribute

Sucumbíos Province

EC_W = 'EC-W' class-attribute instance-attribute

Galápagos Province

EC_X = 'EC-X' class-attribute instance-attribute

Cotopaxi Province

EC_Y = 'EC-Y' class-attribute instance-attribute

Pastaza Province

EC_Z = 'EC-Z' class-attribute instance-attribute

Zamora-Chinchipe Province

EE_130 = 'EE-130' class-attribute instance-attribute

Alutaguse Parish

EE_141 = 'EE-141' class-attribute instance-attribute

Anija Parish

EE_142 = 'EE-142' class-attribute instance-attribute

Antsla Parish

EE_171 = 'EE-171' class-attribute instance-attribute

Elva Parish

EE_205 = 'EE-205' class-attribute instance-attribute

Hiiumaa Parish

EE_214 = 'EE-214' class-attribute instance-attribute

Häädemeeste Parish

EE_245 = 'EE-245' class-attribute instance-attribute

Jõelähtme Parish

EE_247 = 'EE-247' class-attribute instance-attribute

Jõgeva Parish

EE_251 = 'EE-251' class-attribute instance-attribute

Jõhvi Parish

EE_255 = 'EE-255' class-attribute instance-attribute

Järva Parish

EE_321 = 'EE-321' class-attribute instance-attribute

Kohtla-Järve

EE_37 = 'EE-37' class-attribute instance-attribute

Harju County

EE_39 = 'EE-39' class-attribute instance-attribute

Hiiu County

EE_430 = 'EE-430' class-attribute instance-attribute

Lääneranna Parish

EE_431 = 'EE-431' class-attribute instance-attribute

Lääne-Harju Parish

EE_441 = 'EE-441' class-attribute instance-attribute

Lääne-Nigula Parish

EE_442 = 'EE-442' class-attribute instance-attribute

Lüganuse Parish

EE_45 = 'EE-45' class-attribute instance-attribute

Ida-Viru County

EE_50 = 'EE-50' class-attribute instance-attribute

Jõgeva County

EE_514 = 'EE-514' class-attribute instance-attribute

Narva-Jõesuu City

EE_52 = 'EE-52' class-attribute instance-attribute

Järva County

EE_557 = 'EE-557' class-attribute instance-attribute

Otepää Parish

EE_56 = 'EE-56' class-attribute instance-attribute

Lääne County

EE_586 = 'EE-586' class-attribute instance-attribute

Peipsiääre Parish

EE_60 = 'EE-60' class-attribute instance-attribute

Lääne-Viru County

EE_615 = 'EE-615' class-attribute instance-attribute

Põhja-Sakala Parish

EE_618 = 'EE-618' class-attribute instance-attribute

Põltsamaa Parish

EE_638 = 'EE-638' class-attribute instance-attribute

Põhja-Pärnumaa Parish

EE_64 = 'EE-64' class-attribute instance-attribute

Põlva County

EE_68 = 'EE-68' class-attribute instance-attribute

Pärnu County

EE_698 = 'EE-698' class-attribute instance-attribute

Rõuge Parish

EE_71 = 'EE-71' class-attribute instance-attribute

Rapla County

EE_735 = 'EE-735' class-attribute instance-attribute

Sillamäe

EE_74 = 'EE-74' class-attribute instance-attribute

Saare County

EE_79 = 'EE-79' class-attribute instance-attribute

Tartu County

EE_809 = 'EE-809' class-attribute instance-attribute

Tori Parish

EE_81 = 'EE-81' class-attribute instance-attribute

Valga County

EE_834 = 'EE-834' class-attribute instance-attribute

Türi Parish

EE_84 = 'EE-84' class-attribute instance-attribute

Viljandi County

EE_87 = 'EE-87' class-attribute instance-attribute

Võru County

EE_928 = 'EE-928' class-attribute instance-attribute

Väike-Maarja Parish

EG_ALX = 'EG-ALX' class-attribute instance-attribute

Alexandria Governorate

EG_ASN = 'EG-ASN' class-attribute instance-attribute

Aswan Governorate

EG_AST = 'EG-AST' class-attribute instance-attribute

Asyut Governorate

EG_BA = 'EG-BA' class-attribute instance-attribute

Red Sea Governorate

EG_BH = 'EG-BH' class-attribute instance-attribute

Beheira Governorate

EG_BNS = 'EG-BNS' class-attribute instance-attribute

Beni Suef Governorate

EG_C = 'EG-C' class-attribute instance-attribute

Cairo Governorate

EG_DK = 'EG-DK' class-attribute instance-attribute

Dakahlia Governorate

EG_DT = 'EG-DT' class-attribute instance-attribute

Damietta Governorate

EG_FYM = 'EG-FYM' class-attribute instance-attribute

Faiyum Governorate

EG_GH = 'EG-GH' class-attribute instance-attribute

Gharbia Governorate

EG_GZ = 'EG-GZ' class-attribute instance-attribute

Giza Governorate

EG_HU = 'EG-HU' class-attribute instance-attribute

Helwan Governorate

EG_IS = 'EG-IS' class-attribute instance-attribute

Ismailia Governorate

EG_JS = 'EG-JS' class-attribute instance-attribute

South Sinai Governorate

EG_KB = 'EG-KB' class-attribute instance-attribute

Qalyubia Governorate

EG_KFS = 'EG-KFS' class-attribute instance-attribute

Kafr el-Sheikh Governorate

EG_KN = 'EG-KN' class-attribute instance-attribute

Qena Governorate

EG_LX = 'EG-LX' class-attribute instance-attribute

Luxor Governorate

EG_MN = 'EG-MN' class-attribute instance-attribute

Minya Governorate

EG_MNF = 'EG-MNF' class-attribute instance-attribute

Monufia Governorate

EG_MT = 'EG-MT' class-attribute instance-attribute

Matrouh Governorate

EG_PTS = 'EG-PTS' class-attribute instance-attribute

Port Said Governorate

EG_SHG = 'EG-SHG' class-attribute instance-attribute

Sohag Governorate

EG_SHR = 'EG-SHR' class-attribute instance-attribute

Sharqia Governorate

EG_SIN = 'EG-SIN' class-attribute instance-attribute

North Sinai Governorate

EG_SU = 'EG-SU' class-attribute instance-attribute

6th of October Governorate

EG_SUZ = 'EG-SUZ' class-attribute instance-attribute

Suez Governorate

EG_WAD = 'EG-WAD' class-attribute instance-attribute

New Valley Governorate

ER_AN = 'ER-AN' class-attribute instance-attribute

Anseba Region

ER_DK = 'ER-DK' class-attribute instance-attribute

Southern Red Sea Region

ES_A = 'ES-A' class-attribute instance-attribute

Province of Alicante

ES_AB = 'ES-AB' class-attribute instance-attribute

Province of Albacete

ES_AL = 'ES-AL' class-attribute instance-attribute

Province of Almería

ES_AN = 'ES-AN' class-attribute instance-attribute

Andalusia

ES_AR = 'ES-AR' class-attribute instance-attribute

Aragon

ES_AS = 'ES-AS' class-attribute instance-attribute

Asturias

ES_AV = 'ES-AV' class-attribute instance-attribute

Province of Ávila

ES_B = 'ES-B' class-attribute instance-attribute

Province of Barcelona

ES_BA = 'ES-BA' class-attribute instance-attribute

Province of Badajoz

ES_BI = 'ES-BI' class-attribute instance-attribute

Biscay

ES_BU = 'ES-BU' class-attribute instance-attribute

Province of Burgos

ES_C = 'ES-C' class-attribute instance-attribute

Province of A Coruña

ES_CA = 'ES-CA' class-attribute instance-attribute

Province of Cádiz

ES_CB = 'ES-CB' class-attribute instance-attribute

Cantabria

ES_CC = 'ES-CC' class-attribute instance-attribute

Province of Cáceres

ES_CE = 'ES-CE' class-attribute instance-attribute

Ceuta

ES_CL = 'ES-CL' class-attribute instance-attribute

Castile and León

ES_CM = 'ES-CM' class-attribute instance-attribute

Castile-La Mancha

ES_CN = 'ES-CN' class-attribute instance-attribute

Canary Islands

ES_CO = 'ES-CO' class-attribute instance-attribute

Province of Córdoba, Spain

ES_CR = 'ES-CR' class-attribute instance-attribute

Province of Ciudad Real

ES_CS = 'ES-CS' class-attribute instance-attribute

Province of Castellón

ES_CT = 'ES-CT' class-attribute instance-attribute

Catalonia

ES_CU = 'ES-CU' class-attribute instance-attribute

Province of Cuenca

ES_EX = 'ES-EX' class-attribute instance-attribute

Extremadura

ES_GA = 'ES-GA' class-attribute instance-attribute

Galicia (Spain)

ES_GC = 'ES-GC' class-attribute instance-attribute

Province of Las Palmas

ES_GI = 'ES-GI' class-attribute instance-attribute

Province of Girona

ES_GR = 'ES-GR' class-attribute instance-attribute

Province of Granada

ES_GU = 'ES-GU' class-attribute instance-attribute

Province of Guadalajara

ES_H = 'ES-H' class-attribute instance-attribute

Province of Huelva

ES_HU = 'ES-HU' class-attribute instance-attribute

Province of Huesca

ES_IB = 'ES-IB' class-attribute instance-attribute

Balearic Islands

ES_J = 'ES-J' class-attribute instance-attribute

Province of Jaén

ES_L = 'ES-L' class-attribute instance-attribute

Province of Lleida

ES_LE = 'ES-LE' class-attribute instance-attribute

Province of León

ES_LU = 'ES-LU' class-attribute instance-attribute

Province of Lugo

ES_M = 'ES-M' class-attribute instance-attribute

Province of Madrid

ES_MA = 'ES-MA' class-attribute instance-attribute

Province of Málaga

ES_MC = 'ES-MC' class-attribute instance-attribute

Region of Murcia

ES_MD = 'ES-MD' class-attribute instance-attribute

Community of Madrid

ES_ML = 'ES-ML' class-attribute instance-attribute

Melilla

ES_NC = 'ES-NC' class-attribute instance-attribute

Navarre

ES_OR = 'ES-OR' class-attribute instance-attribute

Province of Ourense

ES_P = 'ES-P' class-attribute instance-attribute

Province of Palencia

ES_PO = 'ES-PO' class-attribute instance-attribute

Province of Pontevedra

ES_PV = 'ES-PV' class-attribute instance-attribute

Basque Autonomous Community

ES_RI = 'ES-RI' class-attribute instance-attribute

La Rioja (Spain)

ES_SA = 'ES-SA' class-attribute instance-attribute

Province of Salamanca

ES_SE = 'ES-SE' class-attribute instance-attribute

Province of Seville

ES_SG = 'ES-SG' class-attribute instance-attribute

Province of Segovia

ES_SO = 'ES-SO' class-attribute instance-attribute

Province of Soria

ES_SS = 'ES-SS' class-attribute instance-attribute

Gipuzkoa

ES_T = 'ES-T' class-attribute instance-attribute

Province of Tarragona

ES_TE = 'ES-TE' class-attribute instance-attribute

Province of Teruel

ES_TF = 'ES-TF' class-attribute instance-attribute

Province of Santa Cruz de Tenerife

ES_TO = 'ES-TO' class-attribute instance-attribute

Province of Toledo

ES_V = 'ES-V' class-attribute instance-attribute

Province of Valencia

ES_VA = 'ES-VA' class-attribute instance-attribute

Province of Valladolid

ES_VC = 'ES-VC' class-attribute instance-attribute

Land of Valencia

ES_VI = 'ES-VI' class-attribute instance-attribute

Álava-Araba

ES_Z = 'ES-Z' class-attribute instance-attribute

Province of Zaragoza

ES_ZA = 'ES-ZA' class-attribute instance-attribute

Province of Zamora

ET_AA = 'ET-AA' class-attribute instance-attribute

Addis Ababa

ET_AF = 'ET-AF' class-attribute instance-attribute

Afar Region

ET_AM = 'ET-AM' class-attribute instance-attribute

Amhara Region

ET_BE = 'ET-BE' class-attribute instance-attribute

Benishangul-Gumuz Region

ET_DD = 'ET-DD' class-attribute instance-attribute

Dire Dawa

ET_GA = 'ET-GA' class-attribute instance-attribute

Gambela Region

ET_HA = 'ET-HA' class-attribute instance-attribute

Harari Region

ET_OR = 'ET-OR' class-attribute instance-attribute

Oromia Region

ET_SI = 'ET-SI' class-attribute instance-attribute

Sidama Region

ET_SN = 'ET-SN' class-attribute instance-attribute

Southern Nations, Nationalities, and Peoples' Region

ET_SO = 'ET-SO' class-attribute instance-attribute

Somali Region

ET_SW = 'ET-SW' class-attribute instance-attribute

South West Ethiopia People's Region

ET_TI = 'ET-TI' class-attribute instance-attribute

Tigray Region

FI_01 = 'FI-01' class-attribute instance-attribute

Åland

FI_02 = 'FI-02' class-attribute instance-attribute

South Karelia

FI_03 = 'FI-03' class-attribute instance-attribute

South Ostrobothnia

FI_04 = 'FI-04' class-attribute instance-attribute

Southern Savonia

FI_05 = 'FI-05' class-attribute instance-attribute

Kainuu

FI_06 = 'FI-06' class-attribute instance-attribute

Tavastia Proper

FI_07 = 'FI-07' class-attribute instance-attribute

Central Ostrobothnia

FI_08 = 'FI-08' class-attribute instance-attribute

Central Finland

FI_09 = 'FI-09' class-attribute instance-attribute

Kymenlaakso

FI_10 = 'FI-10' class-attribute instance-attribute

Lapland, Finland

FI_11 = 'FI-11' class-attribute instance-attribute

Pirkanmaa

FI_12 = 'FI-12' class-attribute instance-attribute

Ostrobothnia

FI_13 = 'FI-13' class-attribute instance-attribute

North Karelia

FI_14 = 'FI-14' class-attribute instance-attribute

Northern Ostrobothnia

FI_15 = 'FI-15' class-attribute instance-attribute

Northern Savonia

FI_16 = 'FI-16' class-attribute instance-attribute

Päijänne Tavastia

FI_17 = 'FI-17' class-attribute instance-attribute

Satakunta

FI_18 = 'FI-18' class-attribute instance-attribute

Uusimaa

FI_19 = 'FI-19' class-attribute instance-attribute

Finland Proper

FI_IS = 'FI-IS' class-attribute instance-attribute

Eastern Finland

FI_LL = 'FI-LL' class-attribute instance-attribute

Lapland, Finland

FI_LS = 'FI-LS' class-attribute instance-attribute

Western Finland

FI_OL = 'FI-OL' class-attribute instance-attribute

Oulu Province

FJ_04 = 'FJ-04' class-attribute instance-attribute

Kadavu

FJ_R = 'FJ-R' class-attribute instance-attribute

Rotuma

FM_PNI = 'FM-PNI' class-attribute instance-attribute

Pohnpei

FM_TRK = 'FM-TRK' class-attribute instance-attribute

Chuuk

FM_YAP = 'FM-YAP' class-attribute instance-attribute

Yap

FR_01 = 'FR-01' class-attribute instance-attribute

Ain

FR_02 = 'FR-02' class-attribute instance-attribute

Aisne

FR_03 = 'FR-03' class-attribute instance-attribute

Allier

FR_04 = 'FR-04' class-attribute instance-attribute

Alpes-de-Haute-Provence

FR_05 = 'FR-05' class-attribute instance-attribute

Hautes-Alpes

FR_06 = 'FR-06' class-attribute instance-attribute

Alpes-Maritimes

FR_07 = 'FR-07' class-attribute instance-attribute

Ardèche

FR_08 = 'FR-08' class-attribute instance-attribute

Ardennes (department)

FR_09 = 'FR-09' class-attribute instance-attribute

Ariège (department)

FR_10 = 'FR-10' class-attribute instance-attribute

Aube

FR_11 = 'FR-11' class-attribute instance-attribute

Aude

FR_12 = 'FR-12' class-attribute instance-attribute

Aveyron

FR_13 = 'FR-13' class-attribute instance-attribute

Bouches-du-Rhône

FR_14 = 'FR-14' class-attribute instance-attribute

Calvados

FR_15 = 'FR-15' class-attribute instance-attribute

Cantal

FR_16 = 'FR-16' class-attribute instance-attribute

Charente

FR_17 = 'FR-17' class-attribute instance-attribute

Charente-Maritime

FR_18 = 'FR-18' class-attribute instance-attribute

Cher (department)

FR_19 = 'FR-19' class-attribute instance-attribute

Corrèze

FR_20R = 'FR-20R' class-attribute instance-attribute

Corsica

FR_21 = 'FR-21' class-attribute instance-attribute

Côte-d'Or

FR_22 = 'FR-22' class-attribute instance-attribute

Côtes-d'Armor

FR_23 = 'FR-23' class-attribute instance-attribute

Creuse (department)

FR_24 = 'FR-24' class-attribute instance-attribute

Dordogne

FR_25 = 'FR-25' class-attribute instance-attribute

Doubs

FR_26 = 'FR-26' class-attribute instance-attribute

Drôme

FR_27 = 'FR-27' class-attribute instance-attribute

Eure

FR_28 = 'FR-28' class-attribute instance-attribute

Eure-et-Loir

FR_29 = 'FR-29' class-attribute instance-attribute

Finistère

FR_2A = 'FR-2A' class-attribute instance-attribute

Corse-du-Sud

FR_2B = 'FR-2B' class-attribute instance-attribute

Haute-Corse

FR_30 = 'FR-30' class-attribute instance-attribute

Gard

FR_31 = 'FR-31' class-attribute instance-attribute

Haute-Garonne

FR_32 = 'FR-32' class-attribute instance-attribute

Gers (department)

FR_33 = 'FR-33' class-attribute instance-attribute

Gironde

FR_34 = 'FR-34' class-attribute instance-attribute

Hérault

FR_35 = 'FR-35' class-attribute instance-attribute

Ille-et-Vilaine

FR_36 = 'FR-36' class-attribute instance-attribute

Indre (department)

FR_37 = 'FR-37' class-attribute instance-attribute

Indre-et-Loire

FR_38 = 'FR-38' class-attribute instance-attribute

Isère (department)

FR_39 = 'FR-39' class-attribute instance-attribute

Jura (department)

FR_40 = 'FR-40' class-attribute instance-attribute

Landes (department)

FR_41 = 'FR-41' class-attribute instance-attribute

Loir-et-Cher

FR_42 = 'FR-42' class-attribute instance-attribute

Loire (department)

FR_43 = 'FR-43' class-attribute instance-attribute

Haute-Loire

FR_44 = 'FR-44' class-attribute instance-attribute

Loire-Atlantique

FR_45 = 'FR-45' class-attribute instance-attribute

Loiret

FR_46 = 'FR-46' class-attribute instance-attribute

Lot (department)

FR_47 = 'FR-47' class-attribute instance-attribute

Lot-et-Garonne

FR_48 = 'FR-48' class-attribute instance-attribute

Lozère

FR_49 = 'FR-49' class-attribute instance-attribute

Maine-et-Loire

FR_50 = 'FR-50' class-attribute instance-attribute

Manche

FR_51 = 'FR-51' class-attribute instance-attribute

Marne (department)

FR_52 = 'FR-52' class-attribute instance-attribute

Haute-Marne

FR_53 = 'FR-53' class-attribute instance-attribute

Mayenne

FR_54 = 'FR-54' class-attribute instance-attribute

Meurthe-et-Moselle

FR_55 = 'FR-55' class-attribute instance-attribute

Meuse (department)

FR_56 = 'FR-56' class-attribute instance-attribute

Morbihan

FR_57 = 'FR-57' class-attribute instance-attribute

Moselle (department)

FR_58 = 'FR-58' class-attribute instance-attribute

Nièvre

FR_59 = 'FR-59' class-attribute instance-attribute

Nord (French department)

FR_60 = 'FR-60' class-attribute instance-attribute

Oise (department)

FR_61 = 'FR-61' class-attribute instance-attribute

Orne

FR_62 = 'FR-62' class-attribute instance-attribute

Pas-de-Calais

FR_63 = 'FR-63' class-attribute instance-attribute

Puy-de-Dôme

FR_64 = 'FR-64' class-attribute instance-attribute

Pyrénées-Atlantiques

FR_65 = 'FR-65' class-attribute instance-attribute

Hautes-Pyrénées

FR_66 = 'FR-66' class-attribute instance-attribute

Pyrénées-Orientales

FR_67 = 'FR-67' class-attribute instance-attribute

Bas-Rhin

FR_68 = 'FR-68' class-attribute instance-attribute

Haut-Rhin

FR_69 = 'FR-69' class-attribute instance-attribute

Rhône

FR_6AE = 'FR-6AE' class-attribute instance-attribute

Alsace

FR_70 = 'FR-70' class-attribute instance-attribute

Haute-Saône

FR_71 = 'FR-71' class-attribute instance-attribute

Saône-et-Loire

FR_72 = 'FR-72' class-attribute instance-attribute

Sarthe

FR_73 = 'FR-73' class-attribute instance-attribute

Savoie

FR_74 = 'FR-74' class-attribute instance-attribute

Haute-Savoie

FR_75C = 'FR-75C' class-attribute instance-attribute

Paris

FR_76 = 'FR-76' class-attribute instance-attribute

Seine-Maritime

FR_77 = 'FR-77' class-attribute instance-attribute

Seine-et-Marne

FR_78 = 'FR-78' class-attribute instance-attribute

Yvelines

FR_79 = 'FR-79' class-attribute instance-attribute

Deux-Sèvres

FR_80 = 'FR-80' class-attribute instance-attribute

Somme (department)

FR_81 = 'FR-81' class-attribute instance-attribute

Tarn (department)

FR_82 = 'FR-82' class-attribute instance-attribute

Tarn-et-Garonne

FR_83 = 'FR-83' class-attribute instance-attribute

Var (department)

FR_84 = 'FR-84' class-attribute instance-attribute

Vaucluse

FR_85 = 'FR-85' class-attribute instance-attribute

Vendée (department)

FR_86 = 'FR-86' class-attribute instance-attribute

Vienne

FR_87 = 'FR-87' class-attribute instance-attribute

Haute-Vienne

FR_88 = 'FR-88' class-attribute instance-attribute

Vosges (department)

FR_89 = 'FR-89' class-attribute instance-attribute

Yonne

FR_90 = 'FR-90' class-attribute instance-attribute

Territoire de Belfort

FR_91 = 'FR-91' class-attribute instance-attribute

Essonne (department)

FR_92 = 'FR-92' class-attribute instance-attribute

Hauts-de-Seine

FR_93 = 'FR-93' class-attribute instance-attribute

Seine-Saint-Denis

FR_94 = 'FR-94' class-attribute instance-attribute

Val-de-Marne

FR_95 = 'FR-95' class-attribute instance-attribute

Val-d'Oise

FR_971 = 'FR-971' class-attribute instance-attribute

Guadeloupe

FR_972 = 'FR-972' class-attribute instance-attribute

Martinique

FR_973 = 'FR-973' class-attribute instance-attribute

French Guiana

FR_974 = 'FR-974' class-attribute instance-attribute

Réunion

FR_ARA = 'FR-ARA' class-attribute instance-attribute

Auvergne-Rhône-Alpes

FR_B = 'FR-B' class-attribute instance-attribute

Aquitaine

FR_BFC = 'FR-BFC' class-attribute instance-attribute

Bourgogne-Franche-Comté

FR_BL = 'FR-BL' class-attribute instance-attribute

Saint-Barthélemy

FR_BRE = 'FR-BRE' class-attribute instance-attribute

Région Bretagne

FR_C = 'FR-C' class-attribute instance-attribute

Auvergne

FR_CP = 'FR-CP' class-attribute instance-attribute

Clipperton Island

FR_CVL = 'FR-CVL' class-attribute instance-attribute

Centre-Val de Loire

FR_D = 'FR-D' class-attribute instance-attribute

Bourgogne

FR_G = 'FR-G' class-attribute instance-attribute

Champagne-Ardenne

FR_GES = 'FR-GES' class-attribute instance-attribute

Grand Est

FR_HDF = 'FR-HDF' class-attribute instance-attribute

Hauts-de-France

FR_IDF = 'FR-IDF' class-attribute instance-attribute

Île-de-France

FR_K = 'FR-K' class-attribute instance-attribute

Languedoc-Roussillon

FR_L = 'FR-L' class-attribute instance-attribute

Limousin

FR_M = 'FR-M' class-attribute instance-attribute

Lorraine

FR_MF = 'FR-MF' class-attribute instance-attribute

Saint-Martin (France)

FR_N = 'FR-N' class-attribute instance-attribute

Midi-Pyrénées

FR_NAQ = 'FR-NAQ' class-attribute instance-attribute

Nouvelle-Aquitaine

FR_NC = 'FR-NC' class-attribute instance-attribute

New Caledonia

FR_NOR = 'FR-NOR' class-attribute instance-attribute

Normandie

FR_O = 'FR-O' class-attribute instance-attribute

Nord-Pas-de-Calais

FR_OCC = 'FR-OCC' class-attribute instance-attribute

Occitanie

FR_P = 'FR-P' class-attribute instance-attribute

Basse-Normandie

FR_PAC = 'FR-PAC' class-attribute instance-attribute

Provence-Alpes-Côte d'Azur

FR_PDL = 'FR-PDL' class-attribute instance-attribute

Pays de la Loire

FR_PF = 'FR-PF' class-attribute instance-attribute

French Polynesia

FR_PM = 'FR-PM' class-attribute instance-attribute

Saint-Pierre and Miquelon

FR_Q = 'FR-Q' class-attribute instance-attribute

Haute-Normandie

FR_S = 'FR-S' class-attribute instance-attribute

Picardie

FR_T = 'FR-T' class-attribute instance-attribute

Poitou-Charentes

FR_TF = 'FR-TF' class-attribute instance-attribute

French Southern and Antarctic Lands

FR_V = 'FR-V' class-attribute instance-attribute

Rhône-Alpes

FR_WF = 'FR-WF' class-attribute instance-attribute

Wallis and Futuna

GA_1 = 'GA-1' class-attribute instance-attribute

Estuaire Province

GA_2 = 'GA-2' class-attribute instance-attribute

Haut-Ogooué Province

GA_3 = 'GA-3' class-attribute instance-attribute

Moyen-Ogooué Province

GA_4 = 'GA-4' class-attribute instance-attribute

Ngounié Province

GA_5 = 'GA-5' class-attribute instance-attribute

Nyanga Province

GA_6 = 'GA-6' class-attribute instance-attribute

Ogooué-Ivindo Province

GA_7 = 'GA-7' class-attribute instance-attribute

Ogooué-Lolo Province

GA_8 = 'GA-8' class-attribute instance-attribute

Ogooué-Maritime Province

GA_9 = 'GA-9' class-attribute instance-attribute

Woleu-Ntem Province

GB_ABC = 'GB-ABC' class-attribute instance-attribute

Armagh, Banbridge and Craigavon

GB_ABD = 'GB-ABD' class-attribute instance-attribute

Aberdeenshire

GB_ABE = 'GB-ABE' class-attribute instance-attribute

Aberdeen

GB_AGB = 'GB-AGB' class-attribute instance-attribute

Argyll and Bute

GB_AGY = 'GB-AGY' class-attribute instance-attribute

Anglesey

GB_AND = 'GB-AND' class-attribute instance-attribute

Ards and North Down

GB_ANN = 'GB-ANN' class-attribute instance-attribute

Antrim and Newtownabbey

GB_ANS = 'GB-ANS' class-attribute instance-attribute

Angus

GB_ANT = 'GB-ANT' class-attribute instance-attribute

Derry City Council

GB_ARM = 'GB-ARM' class-attribute instance-attribute

Armagh City and District Council

GB_BAS = 'GB-BAS' class-attribute instance-attribute

Bath and North East Somerset District

GB_BBD = 'GB-BBD' class-attribute instance-attribute

Borough of Blackburn with Darwen

GB_BCP = 'GB-BCP' class-attribute instance-attribute

Bournemouth, Christchurch and Poole

GB_BDF = 'GB-BDF' class-attribute instance-attribute

Borough of Bedford

GB_BDG = 'GB-BDG' class-attribute instance-attribute

London Borough of Barking and Dagenham

GB_BEN = 'GB-BEN' class-attribute instance-attribute

London Borough of Brent

GB_BEX = 'GB-BEX' class-attribute instance-attribute

London Borough of Bexley

GB_BGE = 'GB-BGE' class-attribute instance-attribute

Bridgend County Borough

GB_BGW = 'GB-BGW' class-attribute instance-attribute

Blaenau Gwent County Borough

GB_BIR = 'GB-BIR' class-attribute instance-attribute

City of Birmingham

GB_BKM = 'GB-BKM' class-attribute instance-attribute

Buckinghamshire

GB_BLA = 'GB-BLA' class-attribute instance-attribute

Ballymena Borough Council

GB_BMH = 'GB-BMH' class-attribute instance-attribute

Borough of Bournemouth

GB_BNB = 'GB-BNB' class-attribute instance-attribute

Banbridge (district)

GB_BNE = 'GB-BNE' class-attribute instance-attribute

London Borough of Barnet

GB_BNH = 'GB-BNH' class-attribute instance-attribute

Brighton and Hove

GB_BNS = 'GB-BNS' class-attribute instance-attribute

Metropolitan Borough of Barnsley

GB_BOL = 'GB-BOL' class-attribute instance-attribute

Metropolitan Borough of Bolton

GB_BPL = 'GB-BPL' class-attribute instance-attribute

Blackpool

GB_BRC = 'GB-BRC' class-attribute instance-attribute

Borough of Bracknell Forest

GB_BRD = 'GB-BRD' class-attribute instance-attribute

City of Bradford

GB_BRY = 'GB-BRY' class-attribute instance-attribute

London Borough of Bromley

GB_BST = 'GB-BST' class-attribute instance-attribute

Bristol

GB_BUR = 'GB-BUR' class-attribute instance-attribute

Metropolitan Borough of Bury

GB_CAM = 'GB-CAM' class-attribute instance-attribute

Cambridgeshire

GB_CAY = 'GB-CAY' class-attribute instance-attribute

Caerphilly County Borough

GB_CBF = 'GB-CBF' class-attribute instance-attribute

Central Bedfordshire District

GB_CCG = 'GB-CCG' class-attribute instance-attribute

Causeway Coast and Glens

GB_CGN = 'GB-CGN' class-attribute instance-attribute

Ceredigion

GB_CGV = 'GB-CGV' class-attribute instance-attribute

Craigavon Borough Council

GB_CHE = 'GB-CHE' class-attribute instance-attribute

Borough of Cheshire East

GB_CHS = 'GB-CHS' class-attribute instance-attribute

Cheshire

GB_CHW = 'GB-CHW' class-attribute instance-attribute

Cheshire West and Chester

GB_CKF = 'GB-CKF' class-attribute instance-attribute

Carrickfergus Borough Council

GB_CLD = 'GB-CLD' class-attribute instance-attribute

Metropolitan Borough of Calderdale

GB_CLK = 'GB-CLK' class-attribute instance-attribute

Clackmannanshire

GB_CLR = 'GB-CLR' class-attribute instance-attribute

Coleraine (district)

GB_CMA = 'GB-CMA' class-attribute instance-attribute

Cumbria

GB_CMD = 'GB-CMD' class-attribute instance-attribute

London Borough of Camden

GB_CMN = 'GB-CMN' class-attribute instance-attribute

Carmarthenshire

GB_CON = 'GB-CON' class-attribute instance-attribute

Cornwall (district)

GB_COV = 'GB-COV' class-attribute instance-attribute

City of Coventry

GB_CRF = 'GB-CRF' class-attribute instance-attribute

Cardiff

GB_CRY = 'GB-CRY' class-attribute instance-attribute

London Borough of Croydon

GB_CSR = 'GB-CSR' class-attribute instance-attribute

Castlereagh

GB_CWY = 'GB-CWY' class-attribute instance-attribute

Conwy County Borough

GB_DAL = 'GB-DAL' class-attribute instance-attribute

Borough of Darlington

GB_DBY = 'GB-DBY' class-attribute instance-attribute

Derbyshire

GB_DEN = 'GB-DEN' class-attribute instance-attribute

Denbighshire

GB_DER = 'GB-DER' class-attribute instance-attribute

Derby

GB_DEV = 'GB-DEV' class-attribute instance-attribute

Devon

GB_DGN = 'GB-DGN' class-attribute instance-attribute

Dungannon and South Tyrone Borough Council

GB_DGY = 'GB-DGY' class-attribute instance-attribute

Dumfries and Galloway

GB_DNC = 'GB-DNC' class-attribute instance-attribute

Metropolitan Borough of Doncaster

GB_DND = 'GB-DND' class-attribute instance-attribute

Dundee

GB_DOR = 'GB-DOR' class-attribute instance-attribute

Dorset (district)

GB_DOW = 'GB-DOW' class-attribute instance-attribute

Down District Council

GB_DRS = 'GB-DRS' class-attribute instance-attribute

Derry and Strabane

GB_DRY = 'GB-DRY' class-attribute instance-attribute

Derry City Council

GB_DUD = 'GB-DUD' class-attribute instance-attribute

Metropolitan Borough of Dudley

GB_DUR = 'GB-DUR' class-attribute instance-attribute

County Durham (district)

GB_EAL = 'GB-EAL' class-attribute instance-attribute

London Borough of Ealing

GB_EAW = 'GB-EAW' class-attribute instance-attribute

England and Wales

GB_EAY = 'GB-EAY' class-attribute instance-attribute

East Ayrshire

GB_EDH = 'GB-EDH' class-attribute instance-attribute

Edinburgh

GB_EDU = 'GB-EDU' class-attribute instance-attribute

East Dunbartonshire

GB_ELN = 'GB-ELN' class-attribute instance-attribute

East Lothian

GB_ELS = 'GB-ELS' class-attribute instance-attribute

Outer Hebrides

GB_ENF = 'GB-ENF' class-attribute instance-attribute

London Borough of Enfield

GB_ENG = 'GB-ENG' class-attribute instance-attribute

England

GB_ERW = 'GB-ERW' class-attribute instance-attribute

East Renfrewshire

GB_ERY = 'GB-ERY' class-attribute instance-attribute

East Riding of Yorkshire (district)

GB_ESS = 'GB-ESS' class-attribute instance-attribute

Essex

GB_ESX = 'GB-ESX' class-attribute instance-attribute

East Sussex

GB_FAL = 'GB-FAL' class-attribute instance-attribute

Falkirk (council area)

GB_FIF = 'GB-FIF' class-attribute instance-attribute

Fife

GB_FLN = 'GB-FLN' class-attribute instance-attribute

Flintshire

GB_FMO = 'GB-FMO' class-attribute instance-attribute

Fermanagh and Omagh

GB_GAT = 'GB-GAT' class-attribute instance-attribute

Metropolitan Borough of Gateshead

GB_GLG = 'GB-GLG' class-attribute instance-attribute

Glasgow

GB_GLS = 'GB-GLS' class-attribute instance-attribute

Gloucestershire

GB_GRE = 'GB-GRE' class-attribute instance-attribute

Royal Borough of Greenwich

GB_GWN = 'GB-GWN' class-attribute instance-attribute

Gwynedd

GB_HAL = 'GB-HAL' class-attribute instance-attribute

Borough of Halton

GB_HAM = 'GB-HAM' class-attribute instance-attribute

Hampshire

GB_HAV = 'GB-HAV' class-attribute instance-attribute

London Borough of Havering

GB_HCK = 'GB-HCK' class-attribute instance-attribute

London Borough of Hackney

GB_HEF = 'GB-HEF' class-attribute instance-attribute

Herefordshire

GB_HIL = 'GB-HIL' class-attribute instance-attribute

London Borough of Hillingdon

GB_HLD = 'GB-HLD' class-attribute instance-attribute

Highland (council area)

GB_HMF = 'GB-HMF' class-attribute instance-attribute

London Borough of Hammersmith and Fulham

GB_HNS = 'GB-HNS' class-attribute instance-attribute

London Borough of Hounslow

GB_HPL = 'GB-HPL' class-attribute instance-attribute

Borough of Hartlepool

GB_HRT = 'GB-HRT' class-attribute instance-attribute

Hertfordshire

GB_HRW = 'GB-HRW' class-attribute instance-attribute

London Borough of Harrow

GB_HRY = 'GB-HRY' class-attribute instance-attribute

London Borough of Haringey

GB_IOS = 'GB-IOS' class-attribute instance-attribute

Isles of Scilly

GB_IOW = 'GB-IOW' class-attribute instance-attribute

Isle of Wight

GB_ISL = 'GB-ISL' class-attribute instance-attribute

London Borough of Islington

GB_IVC = 'GB-IVC' class-attribute instance-attribute

Inverclyde

GB_JSY = 'GB-JSY' class-attribute instance-attribute

Jersey

GB_KEC = 'GB-KEC' class-attribute instance-attribute

Royal Borough of Kensington and Chelsea

GB_KEN = 'GB-KEN' class-attribute instance-attribute

Kent

GB_KHL = 'GB-KHL' class-attribute instance-attribute

Kingston upon Hull

GB_KIR = 'GB-KIR' class-attribute instance-attribute

Metropolitan Borough of Kirklees

GB_KTT = 'GB-KTT' class-attribute instance-attribute

Royal Borough of Kingston upon Thames

GB_KWL = 'GB-KWL' class-attribute instance-attribute

Metropolitan Borough of Knowsley

GB_LAN = 'GB-LAN' class-attribute instance-attribute

Lancashire

GB_LBC = 'GB-LBC' class-attribute instance-attribute

Lisburn and Castlereagh

GB_LBH = 'GB-LBH' class-attribute instance-attribute

London Borough of Lambeth

GB_LCE = 'GB-LCE' class-attribute instance-attribute

Leicester

GB_LDS = 'GB-LDS' class-attribute instance-attribute

City of Leeds

GB_LEC = 'GB-LEC' class-attribute instance-attribute

Leicestershire

GB_LEW = 'GB-LEW' class-attribute instance-attribute

London Borough of Lewisham

GB_LIN = 'GB-LIN' class-attribute instance-attribute

Lincolnshire

GB_LIV = 'GB-LIV' class-attribute instance-attribute

Liverpool

GB_LND = 'GB-LND' class-attribute instance-attribute

City of London

GB_LSB = 'GB-LSB' class-attribute instance-attribute

Lisburn City Council

GB_LUT = 'GB-LUT' class-attribute instance-attribute

Luton

GB_MAN = 'GB-MAN' class-attribute instance-attribute

City of Manchester

GB_MDB = 'GB-MDB' class-attribute instance-attribute

Borough of Middlesbrough

GB_MDW = 'GB-MDW' class-attribute instance-attribute

Borough of Medway

GB_MEA = 'GB-MEA' class-attribute instance-attribute

Mid and East Antrim

GB_MFT = 'GB-MFT' class-attribute instance-attribute

Magherafelt (district)

GB_MIK = 'GB-MIK' class-attribute instance-attribute

Borough of Milton Keynes

GB_MLN = 'GB-MLN' class-attribute instance-attribute

Midlothian

GB_MON = 'GB-MON' class-attribute instance-attribute

Monmouthshire

GB_MRT = 'GB-MRT' class-attribute instance-attribute

London Borough of Merton

GB_MRY = 'GB-MRY' class-attribute instance-attribute

Moray

GB_MTY = 'GB-MTY' class-attribute instance-attribute

Merthyr Tydfil County Borough

GB_MUL = 'GB-MUL' class-attribute instance-attribute

Mid Ulster

GB_MYL = 'GB-MYL' class-attribute instance-attribute

Moyle District Council

GB_NAY = 'GB-NAY' class-attribute instance-attribute

North Ayrshire

GB_NBL = 'GB-NBL' class-attribute instance-attribute

Northumberland

GB_NDN = 'GB-NDN' class-attribute instance-attribute

North Down Borough Council

GB_NEL = 'GB-NEL' class-attribute instance-attribute

Borough of North East Lincolnshire

GB_NET = 'GB-NET' class-attribute instance-attribute

City of Newcastle upon Tyne

GB_NFK = 'GB-NFK' class-attribute instance-attribute

Norfolk, England

GB_NGM = 'GB-NGM' class-attribute instance-attribute

Nottingham

GB_NIR = 'GB-NIR' class-attribute instance-attribute

Northern Ireland

GB_NLK = 'GB-NLK' class-attribute instance-attribute

North Lanarkshire

GB_NLN = 'GB-NLN' class-attribute instance-attribute

Borough of North Lincolnshire

GB_NMD = 'GB-NMD' class-attribute instance-attribute

Newry, Mourne and Down

GB_NSM = 'GB-NSM' class-attribute instance-attribute

North Somerset District

GB_NTA = 'GB-NTA' class-attribute instance-attribute

Newtownabbey Borough Council

GB_NTH = 'GB-NTH' class-attribute instance-attribute

Northamptonshire

GB_NTL = 'GB-NTL' class-attribute instance-attribute

Neath Port Talbot County Borough

GB_NTT = 'GB-NTT' class-attribute instance-attribute

Nottinghamshire

GB_NTY = 'GB-NTY' class-attribute instance-attribute

Metropolitan Borough of North Tyneside

GB_NWM = 'GB-NWM' class-attribute instance-attribute

London Borough of Newham

GB_NWP = 'GB-NWP' class-attribute instance-attribute

Newport, Wales

GB_NYK = 'GB-NYK' class-attribute instance-attribute

North Yorkshire (district)

GB_NYM = 'GB-NYM' class-attribute instance-attribute

Newry and Mourne District Council

GB_OLD = 'GB-OLD' class-attribute instance-attribute

Metropolitan Borough of Oldham

GB_OMH = 'GB-OMH' class-attribute instance-attribute

Omagh District Council

GB_ORK = 'GB-ORK' class-attribute instance-attribute

Orkney Islands

GB_OXF = 'GB-OXF' class-attribute instance-attribute

Oxfordshire

GB_PEM = 'GB-PEM' class-attribute instance-attribute

Pembrokeshire

GB_PKN = 'GB-PKN' class-attribute instance-attribute

Perth and Kinross

GB_PLY = 'GB-PLY' class-attribute instance-attribute

Plymouth

GB_POL = 'GB-POL' class-attribute instance-attribute

Borough of Poole

GB_POR = 'GB-POR' class-attribute instance-attribute

Portsmouth

GB_POW = 'GB-POW' class-attribute instance-attribute

Powys

GB_PTE = 'GB-PTE' class-attribute instance-attribute

City of Peterborough

GB_RCC = 'GB-RCC' class-attribute instance-attribute

Redcar and Cleveland

GB_RCH = 'GB-RCH' class-attribute instance-attribute

Metropolitan Borough of Rochdale

GB_RCT = 'GB-RCT' class-attribute instance-attribute

Rhondda Cynon Taf

GB_RDB = 'GB-RDB' class-attribute instance-attribute

London Borough of Redbridge

GB_RDG = 'GB-RDG' class-attribute instance-attribute

Reading, Berkshire

GB_RFW = 'GB-RFW' class-attribute instance-attribute

Renfrewshire

GB_RIC = 'GB-RIC' class-attribute instance-attribute

London Borough of Richmond upon Thames

GB_ROT = 'GB-ROT' class-attribute instance-attribute

Metropolitan Borough of Rotherham

GB_RUT = 'GB-RUT' class-attribute instance-attribute

Rutland

GB_SAW = 'GB-SAW' class-attribute instance-attribute

Metropolitan Borough of Sandwell

GB_SAY = 'GB-SAY' class-attribute instance-attribute

South Ayrshire

GB_SCB = 'GB-SCB' class-attribute instance-attribute

Scottish Borders

GB_SCT = 'GB-SCT' class-attribute instance-attribute

Scotland

GB_SFK = 'GB-SFK' class-attribute instance-attribute

Suffolk

GB_SFT = 'GB-SFT' class-attribute instance-attribute

Metropolitan Borough of Sefton

GB_SGC = 'GB-SGC' class-attribute instance-attribute

South Gloucestershire District

GB_SHF = 'GB-SHF' class-attribute instance-attribute

City of Sheffield

GB_SHN = 'GB-SHN' class-attribute instance-attribute

Metropolitan Borough of St Helens

GB_SHR = 'GB-SHR' class-attribute instance-attribute

Shropshire (district)

GB_SKP = 'GB-SKP' class-attribute instance-attribute

Metropolitan Borough of Stockport

GB_SLF = 'GB-SLF' class-attribute instance-attribute

City of Salford

GB_SLG = 'GB-SLG' class-attribute instance-attribute

Borough of Slough

GB_SLK = 'GB-SLK' class-attribute instance-attribute

South Lanarkshire

GB_SND = 'GB-SND' class-attribute instance-attribute

City of Sunderland

GB_SOL = 'GB-SOL' class-attribute instance-attribute

Metropolitan Borough of Solihull

GB_SOM = 'GB-SOM' class-attribute instance-attribute

Somerset

GB_SOS = 'GB-SOS' class-attribute instance-attribute

Borough of Southend-on-Sea

GB_SRY = 'GB-SRY' class-attribute instance-attribute

Surrey

GB_STB = 'GB-STB' class-attribute instance-attribute

Strabane District Council

GB_STE = 'GB-STE' class-attribute instance-attribute

Stoke-on-Trent

GB_STG = 'GB-STG' class-attribute instance-attribute

Stirling (council area)

GB_STH = 'GB-STH' class-attribute instance-attribute

Southampton

GB_STN = 'GB-STN' class-attribute instance-attribute

London Borough of Sutton

GB_STS = 'GB-STS' class-attribute instance-attribute

Staffordshire

GB_STT = 'GB-STT' class-attribute instance-attribute

Borough of Stockton-on-Tees

GB_STY = 'GB-STY' class-attribute instance-attribute

Metropolitan Borough of South Tyneside

GB_SWA = 'GB-SWA' class-attribute instance-attribute

Swansea

GB_SWD = 'GB-SWD' class-attribute instance-attribute

Borough of Swindon

GB_SWK = 'GB-SWK' class-attribute instance-attribute

London Borough of Southwark

GB_TAM = 'GB-TAM' class-attribute instance-attribute

Metropolitan Borough of Tameside

GB_TFW = 'GB-TFW' class-attribute instance-attribute

Telford and Wrekin

GB_THR = 'GB-THR' class-attribute instance-attribute

Thurrock

GB_TOB = 'GB-TOB' class-attribute instance-attribute

Borough of Torbay

GB_TOF = 'GB-TOF' class-attribute instance-attribute

Torfaen

GB_TRF = 'GB-TRF' class-attribute instance-attribute

Metropolitan Borough of Trafford

GB_TWH = 'GB-TWH' class-attribute instance-attribute

London Borough of Tower Hamlets

GB_UKM = 'GB-UKM' class-attribute instance-attribute

United Kingdom

GB_VGL = 'GB-VGL' class-attribute instance-attribute

Vale of Glamorgan County Borough

GB_WAR = 'GB-WAR' class-attribute instance-attribute

Warwickshire

GB_WBK = 'GB-WBK' class-attribute instance-attribute

West Berkshire District

GB_WDU = 'GB-WDU' class-attribute instance-attribute

West Dunbartonshire

GB_WFT = 'GB-WFT' class-attribute instance-attribute

London Borough of Waltham Forest

GB_WGN = 'GB-WGN' class-attribute instance-attribute

Metropolitan Borough of Wigan

GB_WIL = 'GB-WIL' class-attribute instance-attribute

Wiltshire

GB_WKF = 'GB-WKF' class-attribute instance-attribute

City of Wakefield

GB_WLL = 'GB-WLL' class-attribute instance-attribute

Metropolitan Borough of Walsall

GB_WLN = 'GB-WLN' class-attribute instance-attribute

West Lothian

GB_WLS = 'GB-WLS' class-attribute instance-attribute

Wales

GB_WLV = 'GB-WLV' class-attribute instance-attribute

Wolverhampton

GB_WND = 'GB-WND' class-attribute instance-attribute

London Borough of Wandsworth

GB_WNM = 'GB-WNM' class-attribute instance-attribute

Royal Borough of Windsor and Maidenhead

GB_WOK = 'GB-WOK' class-attribute instance-attribute

Borough of Wokingham

GB_WOR = 'GB-WOR' class-attribute instance-attribute

Worcestershire

GB_WRL = 'GB-WRL' class-attribute instance-attribute

Metropolitan Borough of Wirral

GB_WRT = 'GB-WRT' class-attribute instance-attribute

Borough of Warrington

GB_WRX = 'GB-WRX' class-attribute instance-attribute

Wrexham County Borough

GB_WSM = 'GB-WSM' class-attribute instance-attribute

City of Westminster

GB_WSX = 'GB-WSX' class-attribute instance-attribute

West Sussex

GB_YOR = 'GB-YOR' class-attribute instance-attribute

City of York

GB_ZET = 'GB-ZET' class-attribute instance-attribute

Shetland Islands

GD_01 = 'GD-01' class-attribute instance-attribute

Saint Andrew Parish, Grenada

GD_02 = 'GD-02' class-attribute instance-attribute

Saint David Parish, Grenada

GD_03 = 'GD-03' class-attribute instance-attribute

Saint George Parish, Grenada

GD_04 = 'GD-04' class-attribute instance-attribute

Saint John Parish, Grenada

GD_05 = 'GD-05' class-attribute instance-attribute

Saint Mark Parish, Grenada

GD_06 = 'GD-06' class-attribute instance-attribute

Saint Patrick Parish, Grenada

GD_10 = 'GD-10' class-attribute instance-attribute

Carriacou and Petite Martinique

GE_25 = 'GE-25' class-attribute instance-attribute

Kaspi Municipality

GE_29 = 'GE-29' class-attribute instance-attribute

Khelvachauri Municipality

GE_37 = 'GE-37' class-attribute instance-attribute

Marneuli Municipality

GE_44 = 'GE-44' class-attribute instance-attribute

Ozurgeti Municipality

GE_50 = 'GE-50' class-attribute instance-attribute

Senaki Municipality

GE_AJ = 'GE-AJ' class-attribute instance-attribute

Adjara

GE_GU = 'GE-GU' class-attribute instance-attribute

Guria

GE_IM = 'GE-IM' class-attribute instance-attribute

Imereti

GE_KA = 'GE-KA' class-attribute instance-attribute

Kakheti

GE_KK = 'GE-KK' class-attribute instance-attribute

Kvemo Kartli

GE_MM = 'GE-MM' class-attribute instance-attribute

Mtskheta-Mtianeti

GE_RL = 'GE-RL' class-attribute instance-attribute

Racha-Lechkhumi and Kvemo Svaneti

GE_SJ = 'GE-SJ' class-attribute instance-attribute

Samtskhe-Javakheti

GE_SK = 'GE-SK' class-attribute instance-attribute

Shida Kartli

GE_SZ = 'GE-SZ' class-attribute instance-attribute

Samegrelo-Zemo Svaneti

GE_TB = 'GE-TB' class-attribute instance-attribute

Tbilisi

GH_AA = 'GH-AA' class-attribute instance-attribute

Greater Accra Region

GH_AH = 'GH-AH' class-attribute instance-attribute

Ashanti Region

GH_BA = 'GH-BA' class-attribute instance-attribute

Brong Ahafo Region

GH_CP = 'GH-CP' class-attribute instance-attribute

Central Region (Ghana)

GH_EP = 'GH-EP' class-attribute instance-attribute

Eastern Region (Ghana)

GH_NP = 'GH-NP' class-attribute instance-attribute

Northern Region (Ghana)

GH_SV = 'GH-SV' class-attribute instance-attribute

Savannah Region

GH_TV = 'GH-TV' class-attribute instance-attribute

Volta Region

GH_UE = 'GH-UE' class-attribute instance-attribute

Upper East Region (Ghana)

GH_UW = 'GH-UW' class-attribute instance-attribute

Upper West Region (Ghana)

GH_WN = 'GH-WN' class-attribute instance-attribute

Western North Region

GH_WP = 'GH-WP' class-attribute instance-attribute

Western Region (Ghana)

GL_AV = 'GL-AV' class-attribute instance-attribute

Avannaata

GL_KU = 'GL-KU' class-attribute instance-attribute

Kujalleq

GL_QA = 'GL-QA' class-attribute instance-attribute

Qaasuitsup

GL_QE = 'GL-QE' class-attribute instance-attribute

Qeqqata

GL_QT = 'GL-QT' class-attribute instance-attribute

Qeqertalik

GL_SM = 'GL-SM' class-attribute instance-attribute

Sermersooq

GM_B = 'GM-B' class-attribute instance-attribute

Banjul

GN_B = 'GN-B' class-attribute instance-attribute

Boké Region

GN_C = 'GN-C' class-attribute instance-attribute

Conakry

GN_DB = 'GN-DB' class-attribute instance-attribute

Dabola Prefecture

GN_DI = 'GN-DI' class-attribute instance-attribute

Dinguiraye Prefecture

GN_FO = 'GN-FO' class-attribute instance-attribute

Forécariah

GN_GA = 'GN-GA' class-attribute instance-attribute

Gaoual Prefecture

GN_GU = 'GN-GU' class-attribute instance-attribute

Guéckédou Prefecture

GN_KE = 'GN-KE' class-attribute instance-attribute

Kérouané Prefecture

GN_LE = 'GN-LE' class-attribute instance-attribute

Lélouma Prefecture

GN_ML = 'GN-ML' class-attribute instance-attribute

Préfecture de Mali

GN_SI = 'GN-SI' class-attribute instance-attribute

Siguiri Prefecture

GN_YO = 'GN-YO' class-attribute instance-attribute

Yomou

GQ_AN = 'GQ-AN' class-attribute instance-attribute

Annobón

GQ_BN = 'GQ-BN' class-attribute instance-attribute

Bioko Norte

GQ_BS = 'GQ-BS' class-attribute instance-attribute

Bioko Sur

GQ_C = 'GQ-C' class-attribute instance-attribute

Río Muni

GQ_CS = 'GQ-CS' class-attribute instance-attribute

Centro Sur

GQ_DJ = 'GQ-DJ' class-attribute instance-attribute

Djibloho

GQ_KN = 'GQ-KN' class-attribute instance-attribute

Kié-Ntem Province

GQ_LI = 'GQ-LI' class-attribute instance-attribute

Litoral

GQ_WN = 'GQ-WN' class-attribute instance-attribute

Wele-Nzas

GR_01 = 'GR-01' class-attribute instance-attribute

Aetolia-Acarnania

GR_03 = 'GR-03' class-attribute instance-attribute

Boeotia

GR_04 = 'GR-04' class-attribute instance-attribute

Euboea Regional Unit

GR_05 = 'GR-05' class-attribute instance-attribute

Evrytania

GR_06 = 'GR-06' class-attribute instance-attribute

Phthiotis

GR_07 = 'GR-07' class-attribute instance-attribute

Phocis

GR_11 = 'GR-11' class-attribute instance-attribute

Argolis

GR_12 = 'GR-12' class-attribute instance-attribute

Arcadia, Peloponnese

GR_13 = 'GR-13' class-attribute instance-attribute

Achaea

GR_14 = 'GR-14' class-attribute instance-attribute

Elis Regional Unit

GR_15 = 'GR-15' class-attribute instance-attribute

Corinthia

GR_16 = 'GR-16' class-attribute instance-attribute

Laconia

GR_17 = 'GR-17' class-attribute instance-attribute

Messenia

GR_21 = 'GR-21' class-attribute instance-attribute

Zakynthos

GR_22 = 'GR-22' class-attribute instance-attribute

Corfu

GR_24 = 'GR-24' class-attribute instance-attribute

Lefkada Regional Unit

GR_31 = 'GR-31' class-attribute instance-attribute

Arta Prefecture

GR_32 = 'GR-32' class-attribute instance-attribute

Thesprotia Prefecture

GR_33 = 'GR-33' class-attribute instance-attribute

Ioannina Prefecture

GR_34 = 'GR-34' class-attribute instance-attribute

Preveza Prefecture

GR_41 = 'GR-41' class-attribute instance-attribute

Karditsa Prefecture

GR_42 = 'GR-42' class-attribute instance-attribute

Larissa Prefecture

GR_43 = 'GR-43' class-attribute instance-attribute

Magnesia Prefecture, Greece

GR_44 = 'GR-44' class-attribute instance-attribute

Trikala Prefecture

GR_51 = 'GR-51' class-attribute instance-attribute

Grevena Prefecture

GR_52 = 'GR-52' class-attribute instance-attribute

Drama Prefecture

GR_53 = 'GR-53' class-attribute instance-attribute

Imathia

GR_54 = 'GR-54' class-attribute instance-attribute

Thessaloniki Prefecture

GR_55 = 'GR-55' class-attribute instance-attribute

Kavala Prefecture

GR_56 = 'GR-56' class-attribute instance-attribute

Kastoria

GR_57 = 'GR-57' class-attribute instance-attribute

Kilkis Prefecture

GR_58 = 'GR-58' class-attribute instance-attribute

Kozani Regional Unit

GR_59 = 'GR-59' class-attribute instance-attribute

Pella Prefecture

GR_61 = 'GR-61' class-attribute instance-attribute

Pieria

GR_62 = 'GR-62' class-attribute instance-attribute

Serres Prefecture

GR_63 = 'GR-63' class-attribute instance-attribute

Florina Prefecture

GR_64 = 'GR-64' class-attribute instance-attribute

Chalkidiki

GR_71 = 'GR-71' class-attribute instance-attribute

Evros (regional unit)

GR_72 = 'GR-72' class-attribute instance-attribute

Xanthi Prefecture

GR_73 = 'GR-73' class-attribute instance-attribute

Rhodope Prefecture

GR_82 = 'GR-82' class-attribute instance-attribute

Cyclades Prefecture

GR_83 = 'GR-83' class-attribute instance-attribute

Lesbos

GR_84 = 'GR-84' class-attribute instance-attribute

Samos Island

GR_85 = 'GR-85' class-attribute instance-attribute

Chios

GR_91 = 'GR-91' class-attribute instance-attribute

Heraklion Prefecture

GR_92 = 'GR-92' class-attribute instance-attribute

Lasithi Prefecture

GR_93 = 'GR-93' class-attribute instance-attribute

Rethymno Prefecture

GR_94 = 'GR-94' class-attribute instance-attribute

Chania Regional Unit

GR_A = 'GR-A' class-attribute instance-attribute

Eastern Macedonia and Thrace

GR_A2 = 'GR-A2' class-attribute instance-attribute

East Attica

GR_B = 'GR-B' class-attribute instance-attribute

Central Macedonia

GR_C = 'GR-C' class-attribute instance-attribute

West Macedonia

GR_D = 'GR-D' class-attribute instance-attribute

Epirus (region)

GR_E = 'GR-E' class-attribute instance-attribute

Thessalia

GR_F = 'GR-F' class-attribute instance-attribute

Ionian Islands

GR_G = 'GR-G' class-attribute instance-attribute

Western Greece

GR_H = 'GR-H' class-attribute instance-attribute

Central Greece Region

GR_I = 'GR-I' class-attribute instance-attribute

Attica

GR_J = 'GR-J' class-attribute instance-attribute

Peloponnese Region

GR_K = 'GR-K' class-attribute instance-attribute

North Aegean

GR_L = 'GR-L' class-attribute instance-attribute

South Aegean

GT_01 = 'GT-01' class-attribute instance-attribute

Guatemala Department

GT_02 = 'GT-02' class-attribute instance-attribute

El Progreso Department

GT_03 = 'GT-03' class-attribute instance-attribute

Sacatepéquez Department

GT_04 = 'GT-04' class-attribute instance-attribute

Chimaltenango Department

GT_05 = 'GT-05' class-attribute instance-attribute

Escuintla Department

GT_06 = 'GT-06' class-attribute instance-attribute

Santa Rosa Department (Guatemala)

GT_07 = 'GT-07' class-attribute instance-attribute

Sololá Department

GT_08 = 'GT-08' class-attribute instance-attribute

Totonicapán Department

GT_09 = 'GT-09' class-attribute instance-attribute

Quetzaltenango Department

GT_10 = 'GT-10' class-attribute instance-attribute

Suchitepéquez Department

GT_11 = 'GT-11' class-attribute instance-attribute

Retalhuleu Department

GT_12 = 'GT-12' class-attribute instance-attribute

San Marcos Department

GT_13 = 'GT-13' class-attribute instance-attribute

Huehuetenango Department

GT_14 = 'GT-14' class-attribute instance-attribute

Quiché Department

GT_15 = 'GT-15' class-attribute instance-attribute

Baja Verapaz Department

GT_16 = 'GT-16' class-attribute instance-attribute

Alta Verapaz Department

GT_17 = 'GT-17' class-attribute instance-attribute

Petén Department

GT_18 = 'GT-18' class-attribute instance-attribute

Izabal Department

GT_19 = 'GT-19' class-attribute instance-attribute

Zacapa Department

GT_20 = 'GT-20' class-attribute instance-attribute

Chiquimula Department

GT_21 = 'GT-21' class-attribute instance-attribute

Jalapa Department

GT_22 = 'GT-22' class-attribute instance-attribute

Jutiapa Department

GW_BA = 'GW-BA' class-attribute instance-attribute

Bafatá Region

GW_BM = 'GW-BM' class-attribute instance-attribute

Biombo Region

GW_BS = 'GW-BS' class-attribute instance-attribute

Bissau

GW_CA = 'GW-CA' class-attribute instance-attribute

Cacheu Region

GW_GA = 'GW-GA' class-attribute instance-attribute

Gabú Region

GW_L = 'GW-L' class-attribute instance-attribute

Eastern Province (Guinea-Bissau)

GW_N = 'GW-N' class-attribute instance-attribute

Northern Province (Guinea-Bissau)

GW_OI = 'GW-OI' class-attribute instance-attribute

Oio Region

GW_QU = 'GW-QU' class-attribute instance-attribute

Quinara Region

GW_S = 'GW-S' class-attribute instance-attribute

Southern Province (Guinea-Bissau)

GW_TO = 'GW-TO' class-attribute instance-attribute

Tombali Region

GY_BA = 'GY-BA' class-attribute instance-attribute

Barima-Waini

GY_CU = 'GY-CU' class-attribute instance-attribute

Cuyuni-Mazaruni

GY_DE = 'GY-DE' class-attribute instance-attribute

Demerara-Mahaica

GY_EB = 'GY-EB' class-attribute instance-attribute

East Berbice-Corentyne

GY_ES = 'GY-ES' class-attribute instance-attribute

Essequibo Islands-West Demerara

GY_MA = 'GY-MA' class-attribute instance-attribute

Mahaica-Berbice

GY_PM = 'GY-PM' class-attribute instance-attribute

Pomeroon-Supenaam

GY_PT = 'GY-PT' class-attribute instance-attribute

Potaro-Siparuni

GY_UD = 'GY-UD' class-attribute instance-attribute

Upper Demerara-Berbice

GY_UT = 'GY-UT' class-attribute instance-attribute

Upper Takutu-Upper Essequibo

HN_AT = 'HN-AT' class-attribute instance-attribute

Atlántida Department

HN_CH = 'HN-CH' class-attribute instance-attribute

Choluteca Department

HN_CL = 'HN-CL' class-attribute instance-attribute

Colón Department

HN_CM = 'HN-CM' class-attribute instance-attribute

Comayagua Department

HN_CP = 'HN-CP' class-attribute instance-attribute

Copán Department

HN_CR = 'HN-CR' class-attribute instance-attribute

Cortés Department

HN_EP = 'HN-EP' class-attribute instance-attribute

El Paraíso Department

HN_FM = 'HN-FM' class-attribute instance-attribute

Francisco Morazán Department

HN_GD = 'HN-GD' class-attribute instance-attribute

Gracias a Dios Department

HN_IB = 'HN-IB' class-attribute instance-attribute

Bay Islands Department

HN_IN = 'HN-IN' class-attribute instance-attribute

Intibucá Department

HN_LE = 'HN-LE' class-attribute instance-attribute

Lempira Department

HN_LP = 'HN-LP' class-attribute instance-attribute

La Paz Department, Honduras

HN_OC = 'HN-OC' class-attribute instance-attribute

Ocotepeque Department

HN_OL = 'HN-OL' class-attribute instance-attribute

Olancho Department

HN_SB = 'HN-SB' class-attribute instance-attribute

Santa Bárbara Department, Honduras

HN_VA = 'HN-VA' class-attribute instance-attribute

Valle Department

HN_YO = 'HN-YO' class-attribute instance-attribute

Yoro Department

HR_01 = 'HR-01' class-attribute instance-attribute

Zagreb County

HR_02 = 'HR-02' class-attribute instance-attribute

Krapina-Zagorje County

HR_03 = 'HR-03' class-attribute instance-attribute

Sisak-Moslavina County

HR_04 = 'HR-04' class-attribute instance-attribute

Karlovac County

HR_05 = 'HR-05' class-attribute instance-attribute

Varaždin County

HR_06 = 'HR-06' class-attribute instance-attribute

Koprivnica-Križevci County

HR_07 = 'HR-07' class-attribute instance-attribute

Bjelovar-Bilogora County

HR_08 = 'HR-08' class-attribute instance-attribute

Primorje-Gorski Kotar County

HR_09 = 'HR-09' class-attribute instance-attribute

Lika-Senj County

HR_10 = 'HR-10' class-attribute instance-attribute

Virovitica-Podravina County

HR_11 = 'HR-11' class-attribute instance-attribute

Požega-Slavonia County

HR_12 = 'HR-12' class-attribute instance-attribute

Brod-Posavina County

HR_13 = 'HR-13' class-attribute instance-attribute

Zadar County

HR_14 = 'HR-14' class-attribute instance-attribute

Osijek-Baranja County

HR_15 = 'HR-15' class-attribute instance-attribute

Šibenik-Knin County

HR_16 = 'HR-16' class-attribute instance-attribute

Vukovar-Syrmia County

HR_17 = 'HR-17' class-attribute instance-attribute

Split-Dalmatia County

HR_18 = 'HR-18' class-attribute instance-attribute

Istria County

HR_19 = 'HR-19' class-attribute instance-attribute

Dubrovnik-Neretva County

HR_20 = 'HR-20' class-attribute instance-attribute

Međimurje County

HR_21 = 'HR-21' class-attribute instance-attribute

Zagreb

HT_AR = 'HT-AR' class-attribute instance-attribute

Artibonite (department)

HT_CE = 'HT-CE' class-attribute instance-attribute

Centre (department)

HT_GA = 'HT-GA' class-attribute instance-attribute

Grand'Anse (department)

HT_ND = 'HT-ND' class-attribute instance-attribute

Nord (Haitian department)

HT_NE = 'HT-NE' class-attribute instance-attribute

Nord-Est (department)

HT_NI = 'HT-NI' class-attribute instance-attribute

Nippes (department)

HT_NO = 'HT-NO' class-attribute instance-attribute

Nord-Ouest (department)

HT_OU = 'HT-OU' class-attribute instance-attribute

Ouest (department)

HT_SD = 'HT-SD' class-attribute instance-attribute

Sud (department)

HT_SE = 'HT-SE' class-attribute instance-attribute

Sud-Est (department)

HU_BA = 'HU-BA' class-attribute instance-attribute

Baranya County

HU_BC = 'HU-BC' class-attribute instance-attribute

Békéscsaba

HU_BE = 'HU-BE' class-attribute instance-attribute

Békés County

HU_BK = 'HU-BK' class-attribute instance-attribute

Bács-Kiskun County

HU_BU = 'HU-BU' class-attribute instance-attribute

Budapest

HU_BZ = 'HU-BZ' class-attribute instance-attribute

Borsod-Abaúj-Zemplén County

HU_CS = 'HU-CS' class-attribute instance-attribute

Csongrád-Csanád County

HU_DE = 'HU-DE' class-attribute instance-attribute

Debrecen

HU_DU = 'HU-DU' class-attribute instance-attribute

Dunaújváros

HU_EG = 'HU-EG' class-attribute instance-attribute

Eger

HU_ER = 'HU-ER' class-attribute instance-attribute

Érd

HU_FE = 'HU-FE' class-attribute instance-attribute

Fejér County

HU_GS = 'HU-GS' class-attribute instance-attribute

Győr-Moson-Sopron County

HU_GY = 'HU-GY' class-attribute instance-attribute

Győr

HU_HB = 'HU-HB' class-attribute instance-attribute

Hajdú-Bihar County

HU_HE = 'HU-HE' class-attribute instance-attribute

Heves County

HU_HV = 'HU-HV' class-attribute instance-attribute

Hódmezővásárhely

HU_JN = 'HU-JN' class-attribute instance-attribute

Jász-Nagykun-Szolnok County

HU_KE = 'HU-KE' class-attribute instance-attribute

Komárom-Esztergom County

HU_KM = 'HU-KM' class-attribute instance-attribute

Kecskemét

HU_KV = 'HU-KV' class-attribute instance-attribute

Kaposvár

HU_MI = 'HU-MI' class-attribute instance-attribute

Miskolc

HU_NK = 'HU-NK' class-attribute instance-attribute

Nagykanizsa

HU_NO = 'HU-NO' class-attribute instance-attribute

Nógrád County

HU_NY = 'HU-NY' class-attribute instance-attribute

Nyíregyháza

HU_PE = 'HU-PE' class-attribute instance-attribute

Pest County

HU_PS = 'HU-PS' class-attribute instance-attribute

Pécs

HU_SD = 'HU-SD' class-attribute instance-attribute

Szeged

HU_SF = 'HU-SF' class-attribute instance-attribute

Székesfehérvár

HU_SH = 'HU-SH' class-attribute instance-attribute

Szombathely

HU_SK = 'HU-SK' class-attribute instance-attribute

Szolnok

HU_SN = 'HU-SN' class-attribute instance-attribute

Sopron

HU_SO = 'HU-SO' class-attribute instance-attribute

Somogy County

HU_SS = 'HU-SS' class-attribute instance-attribute

Szekszárd

HU_ST = 'HU-ST' class-attribute instance-attribute

Salgótarján

HU_SZ = 'HU-SZ' class-attribute instance-attribute

Szabolcs-Szatmár-Bereg County

HU_TB = 'HU-TB' class-attribute instance-attribute

Tatabánya

HU_TO = 'HU-TO' class-attribute instance-attribute

Tolna County

HU_VA = 'HU-VA' class-attribute instance-attribute

Vas County

HU_VE = 'HU-VE' class-attribute instance-attribute

Veszprém County

HU_VM = 'HU-VM' class-attribute instance-attribute

Veszprém

HU_ZA = 'HU-ZA' class-attribute instance-attribute

Zala County

HU_ZE = 'HU-ZE' class-attribute instance-attribute

Zalaegerszeg

ID_AC = 'ID-AC' class-attribute instance-attribute

Aceh

ID_BA = 'ID-BA' class-attribute instance-attribute

Bali

ID_BB = 'ID-BB' class-attribute instance-attribute

Bangka Belitung Islands

ID_BE = 'ID-BE' class-attribute instance-attribute

Bengkulu

ID_BT = 'ID-BT' class-attribute instance-attribute

Banten

ID_GO = 'ID-GO' class-attribute instance-attribute

Gorontalo

ID_JA = 'ID-JA' class-attribute instance-attribute

Jambi

ID_JB = 'ID-JB' class-attribute instance-attribute

West Java

ID_JI = 'ID-JI' class-attribute instance-attribute

East Java

ID_JK = 'ID-JK' class-attribute instance-attribute

Jakarta

ID_JT = 'ID-JT' class-attribute instance-attribute

Central Java

ID_KA = 'ID-KA' class-attribute instance-attribute

Kalimantan

ID_KB = 'ID-KB' class-attribute instance-attribute

West Kalimantan

ID_KI = 'ID-KI' class-attribute instance-attribute

East Kalimantan

ID_KR = 'ID-KR' class-attribute instance-attribute

Riau Islands

ID_KS = 'ID-KS' class-attribute instance-attribute

South Kalimantan

ID_KT = 'ID-KT' class-attribute instance-attribute

Central Kalimantan

ID_KU = 'ID-KU' class-attribute instance-attribute

North Kalimantan

ID_LA = 'ID-LA' class-attribute instance-attribute

Lampung

ID_MA = 'ID-MA' class-attribute instance-attribute

Maluku

ID_ML = 'ID-ML' class-attribute instance-attribute

Moluccas

ID_MU = 'ID-MU' class-attribute instance-attribute

North Maluku

ID_NB = 'ID-NB' class-attribute instance-attribute

West Nusa Tenggara

ID_NT = 'ID-NT' class-attribute instance-attribute

East Nusa Tenggara

ID_NU = 'ID-NU' class-attribute instance-attribute

Lesser Sunda Islands

ID_PA = 'ID-PA' class-attribute instance-attribute

Papua (province)

ID_PB = 'ID-PB' class-attribute instance-attribute

West Papua (province)

ID_PD = 'ID-PD' class-attribute instance-attribute

Southwest Papua

ID_PP = 'ID-PP' class-attribute instance-attribute

Western New Guinea

ID_RI = 'ID-RI' class-attribute instance-attribute

Riau

ID_SA = 'ID-SA' class-attribute instance-attribute

North Sulawesi

ID_SB = 'ID-SB' class-attribute instance-attribute

West Sumatra

ID_SG = 'ID-SG' class-attribute instance-attribute

Southeast Sulawesi

ID_SL = 'ID-SL' class-attribute instance-attribute

Sulawesi

ID_SM = 'ID-SM' class-attribute instance-attribute

Sumatra

ID_SN = 'ID-SN' class-attribute instance-attribute

South Sulawesi

ID_SR = 'ID-SR' class-attribute instance-attribute

West Sulawesi

ID_SS = 'ID-SS' class-attribute instance-attribute

South Sumatra

ID_ST = 'ID-ST' class-attribute instance-attribute

Central Sulawesi

ID_SU = 'ID-SU' class-attribute instance-attribute

North Sumatra

ID_YO = 'ID-YO' class-attribute instance-attribute

Yogyakarta (Special Region)

IE_C = 'IE-C' class-attribute instance-attribute

Connacht

IE_CE = 'IE-CE' class-attribute instance-attribute

County Clare

IE_CN = 'IE-CN' class-attribute instance-attribute

County Cavan

IE_CO = 'IE-CO' class-attribute instance-attribute

County Cork

IE_CW = 'IE-CW' class-attribute instance-attribute

County Carlow

IE_D = 'IE-D' class-attribute instance-attribute

County Dublin

IE_DL = 'IE-DL' class-attribute instance-attribute

County Donegal

IE_G = 'IE-G' class-attribute instance-attribute

County Galway

IE_KE = 'IE-KE' class-attribute instance-attribute

County Kildare

IE_KK = 'IE-KK' class-attribute instance-attribute

County Kilkenny

IE_KY = 'IE-KY' class-attribute instance-attribute

County Kerry

IE_L = 'IE-L' class-attribute instance-attribute

Leinster

IE_LD = 'IE-LD' class-attribute instance-attribute

County Longford

IE_LH = 'IE-LH' class-attribute instance-attribute

County Louth

IE_LK = 'IE-LK' class-attribute instance-attribute

County Limerick

IE_LM = 'IE-LM' class-attribute instance-attribute

County Leitrim

IE_LS = 'IE-LS' class-attribute instance-attribute

County Laois

IE_M = 'IE-M' class-attribute instance-attribute

Munster, Ireland

IE_MH = 'IE-MH' class-attribute instance-attribute

County Meath

IE_MN = 'IE-MN' class-attribute instance-attribute

County Monaghan

IE_MO = 'IE-MO' class-attribute instance-attribute

County Mayo

IE_OY = 'IE-OY' class-attribute instance-attribute

County Offaly

IE_RN = 'IE-RN' class-attribute instance-attribute

County Roscommon

IE_SO = 'IE-SO' class-attribute instance-attribute

County Sligo

IE_TA = 'IE-TA' class-attribute instance-attribute

County Tipperary

IE_U = 'IE-U' class-attribute instance-attribute

Ulster

IE_WD = 'IE-WD' class-attribute instance-attribute

County Waterford

IE_WH = 'IE-WH' class-attribute instance-attribute

County Westmeath

IE_WW = 'IE-WW' class-attribute instance-attribute

County Wicklow

IE_WX = 'IE-WX' class-attribute instance-attribute

County Wexford

IL_D = 'IL-D' class-attribute instance-attribute

South District (Israel)

IL_HA = 'IL-HA' class-attribute instance-attribute

Haifa District

IL_JM = 'IL-JM' class-attribute instance-attribute

Jerusalem District

IL_M = 'IL-M' class-attribute instance-attribute

Central District (Israel)

IL_TA = 'IL-TA' class-attribute instance-attribute

Tel Aviv District

IL_Z = 'IL-Z' class-attribute instance-attribute

North District (Israel)

IN_AN = 'IN-AN' class-attribute instance-attribute

Andaman and Nicobar Islands

IN_AP = 'IN-AP' class-attribute instance-attribute

Andhra Pradesh

IN_AR = 'IN-AR' class-attribute instance-attribute

Arunachal Pradesh

IN_AS = 'IN-AS' class-attribute instance-attribute

Assam

IN_BR = 'IN-BR' class-attribute instance-attribute

Bihar

IN_CG = 'IN-CG' class-attribute instance-attribute

Chhattisgarh

IN_CH = 'IN-CH' class-attribute instance-attribute

Chandigarh

IN_DD = 'IN-DD' class-attribute instance-attribute

Daman and Diu

IN_DH = 'IN-DH' class-attribute instance-attribute

Dadra and Nagar Haveli and Daman and Diu

IN_DN = 'IN-DN' class-attribute instance-attribute

Dadra and Nagar Haveli district

IN_GA = 'IN-GA' class-attribute instance-attribute

Goa

IN_GJ = 'IN-GJ' class-attribute instance-attribute

Gujarat

IN_HP = 'IN-HP' class-attribute instance-attribute

Himachal Pradesh

IN_HR = 'IN-HR' class-attribute instance-attribute

Haryana

IN_JH = 'IN-JH' class-attribute instance-attribute

Jharkhand

IN_JK = 'IN-JK' class-attribute instance-attribute

Jammu and Kashmir (union territory)

IN_KA = 'IN-KA' class-attribute instance-attribute

Karnataka

IN_KL = 'IN-KL' class-attribute instance-attribute

Kerala

IN_LA = 'IN-LA' class-attribute instance-attribute

Ladakh

IN_LD = 'IN-LD' class-attribute instance-attribute

Lakshadweep

IN_MH = 'IN-MH' class-attribute instance-attribute

Maharashtra

IN_ML = 'IN-ML' class-attribute instance-attribute

Meghalaya

IN_MN = 'IN-MN' class-attribute instance-attribute

Manipur

IN_MP = 'IN-MP' class-attribute instance-attribute

Madhya Pradesh

IN_MZ = 'IN-MZ' class-attribute instance-attribute

Mizoram

IN_NL = 'IN-NL' class-attribute instance-attribute

Nagaland

IN_OD = 'IN-OD' class-attribute instance-attribute

Odisha

IN_PB = 'IN-PB' class-attribute instance-attribute

Punjab, India

IN_PY = 'IN-PY' class-attribute instance-attribute

Puducherry (union territory)

IN_RJ = 'IN-RJ' class-attribute instance-attribute

Rajasthan

IN_SK = 'IN-SK' class-attribute instance-attribute

Sikkim

IN_TN = 'IN-TN' class-attribute instance-attribute

Tamil Nadu

IN_TR = 'IN-TR' class-attribute instance-attribute

Tripura

IN_TS = 'IN-TS' class-attribute instance-attribute

Telangana

IN_UK = 'IN-UK' class-attribute instance-attribute

Uttarakhand

IN_UP = 'IN-UP' class-attribute instance-attribute

Uttar Pradesh

IN_WB = 'IN-WB' class-attribute instance-attribute

West Bengal

IQ_AN = 'IQ-AN' class-attribute instance-attribute

Al Anbar Governorate

IQ_AR = 'IQ-AR' class-attribute instance-attribute

Arbil Governorate

IQ_BA = 'IQ-BA' class-attribute instance-attribute

Basra Governorate

IQ_BB = 'IQ-BB' class-attribute instance-attribute

Babylon Governorate

IQ_BG = 'IQ-BG' class-attribute instance-attribute

Baghdad Governorate

IQ_DA = 'IQ-DA' class-attribute instance-attribute

Dohuk Governorate

IQ_DI = 'IQ-DI' class-attribute instance-attribute

Diyala Governorate

IQ_DQ = 'IQ-DQ' class-attribute instance-attribute

Dhi Qar Governorate

IQ_HA = 'IQ-HA' class-attribute instance-attribute

Halabja Governorate

IQ_KA = 'IQ-KA' class-attribute instance-attribute

Karbala Governorate

IQ_KI = 'IQ-KI' class-attribute instance-attribute

Kirkuk Governorate

IQ_MA = 'IQ-MA' class-attribute instance-attribute

Maysan Governorate

IQ_MU = 'IQ-MU' class-attribute instance-attribute

Muthanna Governorate

IQ_NA = 'IQ-NA' class-attribute instance-attribute

Najaf Governorate

IQ_NI = 'IQ-NI' class-attribute instance-attribute

Nineveh Governorate

IQ_QA = 'IQ-QA' class-attribute instance-attribute

Qadisiyyah Governorate

IQ_SD = 'IQ-SD' class-attribute instance-attribute

Saladin Governorate

IQ_SU = 'IQ-SU' class-attribute instance-attribute

Sulaymaniyah Governorate

IQ_WA = 'IQ-WA' class-attribute instance-attribute

Wasit Governorate

IR_00 = 'IR-00' class-attribute instance-attribute

Markazi Province

IR_01 = 'IR-01' class-attribute instance-attribute

Gilan Province

IR_02 = 'IR-02' class-attribute instance-attribute

Mazandaran Province

IR_03 = 'IR-03' class-attribute instance-attribute

East Azerbaijan Province

IR_04 = 'IR-04' class-attribute instance-attribute

West Azerbaijan Province

IR_05 = 'IR-05' class-attribute instance-attribute

Kermanshah Province

IR_06 = 'IR-06' class-attribute instance-attribute

Khuzestan Province

IR_07 = 'IR-07' class-attribute instance-attribute

Fars Province

IR_08 = 'IR-08' class-attribute instance-attribute

Kerman Province

IR_09 = 'IR-09' class-attribute instance-attribute

Razavi Khorasan Province

IR_10 = 'IR-10' class-attribute instance-attribute

Isfahan Province

IR_11 = 'IR-11' class-attribute instance-attribute

Sistan and Baluchestan Province

IR_12 = 'IR-12' class-attribute instance-attribute

Kurdistan Province

IR_13 = 'IR-13' class-attribute instance-attribute

Hamadan Province

IR_14 = 'IR-14' class-attribute instance-attribute

Chaharmahal and Bakhtiari Province

IR_15 = 'IR-15' class-attribute instance-attribute

Lorestan Province

IR_16 = 'IR-16' class-attribute instance-attribute

Ilam Province

IR_17 = 'IR-17' class-attribute instance-attribute

Kohgiluyeh and Boyer-Ahmad Province

IR_18 = 'IR-18' class-attribute instance-attribute

Bushehr Province

IR_19 = 'IR-19' class-attribute instance-attribute

Zanjan Province

IR_20 = 'IR-20' class-attribute instance-attribute

Semnan Province

IR_21 = 'IR-21' class-attribute instance-attribute

Yazd Province

IR_22 = 'IR-22' class-attribute instance-attribute

Hormozgan Province

IR_23 = 'IR-23' class-attribute instance-attribute

Tehran Province

IR_24 = 'IR-24' class-attribute instance-attribute

Ardabil Province

IR_25 = 'IR-25' class-attribute instance-attribute

Qom Province

IR_26 = 'IR-26' class-attribute instance-attribute

Qazvin Province

IR_27 = 'IR-27' class-attribute instance-attribute

Golestan Province

IR_28 = 'IR-28' class-attribute instance-attribute

North Khorasan Province

IR_29 = 'IR-29' class-attribute instance-attribute

South Khorasan Province

IR_30 = 'IR-30' class-attribute instance-attribute

Alborz Province

IS_0 = 'IS-0' class-attribute instance-attribute

Reykjavík

IS_2 = 'IS-2' class-attribute instance-attribute

Suðurnes

IS_3 = 'IS-3' class-attribute instance-attribute

Vesturland

IS_4 = 'IS-4' class-attribute instance-attribute

Vestfirðir

IS_5 = 'IS-5' class-attribute instance-attribute

Norðurland vestra

IS_6 = 'IS-6' class-attribute instance-attribute

Norðurland eystra

IS_7 = 'IS-7' class-attribute instance-attribute

Austurland

IS_8 = 'IS-8' class-attribute instance-attribute

Suðurland

IS_AKH = 'IS-AKH' class-attribute instance-attribute

Akrahreppur

IS_AKN = 'IS-AKN' class-attribute instance-attribute

Akranes

IS_AKU = 'IS-AKU' class-attribute instance-attribute

Akureyri

IS_ARN = 'IS-ARN' class-attribute instance-attribute

Árneshreppur

IS_ASA = 'IS-ASA' class-attribute instance-attribute

Ásahreppur

IS_BLA = 'IS-BLA' class-attribute instance-attribute

Bláskógabyggð

IS_BLO = 'IS-BLO' class-attribute instance-attribute

Blönduós

IS_BOG = 'IS-BOG' class-attribute instance-attribute

Borgarbyggð

IS_BOL = 'IS-BOL' class-attribute instance-attribute

Bolungarvíkurkaupstaður

IS_DAB = 'IS-DAB' class-attribute instance-attribute

Dalabyggð

IS_DAV = 'IS-DAV' class-attribute instance-attribute

Dalvíkurbyggð

IS_DJU = 'IS-DJU' class-attribute instance-attribute

Djúpivogur

IS_EOM = 'IS-EOM' class-attribute instance-attribute

Eyja- og Miklaholtshreppur

IS_EYF = 'IS-EYF' class-attribute instance-attribute

Eyjafjarðarsveit

IS_FJD = 'IS-FJD' class-attribute instance-attribute

Fjarðabyggð

IS_FJL = 'IS-FJL' class-attribute instance-attribute

Fjallabyggð

IS_FLA = 'IS-FLA' class-attribute instance-attribute

Flóahreppur

IS_FLD = 'IS-FLD' class-attribute instance-attribute

Fljótsdalshérað

IS_FLR = 'IS-FLR' class-attribute instance-attribute

Fljótsdalshreppur

IS_GAR = 'IS-GAR' class-attribute instance-attribute

Garðabær

IS_GRN = 'IS-GRN' class-attribute instance-attribute

Grindavíkurbær

IS_GRU = 'IS-GRU' class-attribute instance-attribute

Grundarfjarðarbær

IS_HAF = 'IS-HAF' class-attribute instance-attribute

Hafnarfjörður

IS_HUG = 'IS-HUG' class-attribute instance-attribute

Húnabyggð

IS_HUV = 'IS-HUV' class-attribute instance-attribute

Húnaþing vestra

IS_HVE = 'IS-HVE' class-attribute instance-attribute

Hveragerði

IS_KOP = 'IS-KOP' class-attribute instance-attribute

Kópavogur (city)

IS_MUL = 'IS-MUL' class-attribute instance-attribute

Múlaþing

IS_RGE = 'IS-RGE' class-attribute instance-attribute

Rangárþing eystra

IS_RGY = 'IS-RGY' class-attribute instance-attribute

Rangárþing ytra

IS_RKV = 'IS-RKV' class-attribute instance-attribute

Reykjavík

IS_SDN = 'IS-SDN' class-attribute instance-attribute

Suðurnesjabær

IS_SDV = 'IS-SDV' class-attribute instance-attribute

Súðavíkurhreppur

IS_SEL = 'IS-SEL' class-attribute instance-attribute

Seltjarnarnes

IS_SFA = 'IS-SFA' class-attribute instance-attribute

Árborg

IS_SKR = 'IS-SKR' class-attribute instance-attribute

Sveitarfélagið Skagafjörður

IS_SOL = 'IS-SOL' class-attribute instance-attribute

Sveitarfélagið Ölfus

IS_SSS = 'IS-SSS' class-attribute instance-attribute

Sveitarfélagið Skagaströnd

IS_STR = 'IS-STR' class-attribute instance-attribute

Strandabyggð

IS_SVG = 'IS-SVG' class-attribute instance-attribute

Sveitarfélagið Vogar

IS_TJO = 'IS-TJO' class-attribute instance-attribute

Tjörneshreppur

IS_VEM = 'IS-VEM' class-attribute instance-attribute

Vestmannaeyjar

IT_21 = 'IT-21' class-attribute instance-attribute

Piedmont

IT_23 = 'IT-23' class-attribute instance-attribute

Aosta Valley

IT_25 = 'IT-25' class-attribute instance-attribute

Lombardy

IT_32 = 'IT-32' class-attribute instance-attribute

Trentino-South Tyrol

IT_34 = 'IT-34' class-attribute instance-attribute

Veneto

IT_36 = 'IT-36' class-attribute instance-attribute

Friuli-Venezia Giulia

IT_42 = 'IT-42' class-attribute instance-attribute

Liguria

IT_45 = 'IT-45' class-attribute instance-attribute

Emilia-Romagna

IT_52 = 'IT-52' class-attribute instance-attribute

Tuscany

IT_55 = 'IT-55' class-attribute instance-attribute

Umbria

IT_57 = 'IT-57' class-attribute instance-attribute

Marche

IT_62 = 'IT-62' class-attribute instance-attribute

Lazio

IT_65 = 'IT-65' class-attribute instance-attribute

Abruzzo

IT_67 = 'IT-67' class-attribute instance-attribute

Molise

IT_72 = 'IT-72' class-attribute instance-attribute

Campania

IT_75 = 'IT-75' class-attribute instance-attribute

Apulia

IT_77 = 'IT-77' class-attribute instance-attribute

Basilicata

IT_78 = 'IT-78' class-attribute instance-attribute

Calabria

IT_82 = 'IT-82' class-attribute instance-attribute

Sicily

IT_88 = 'IT-88' class-attribute instance-attribute

Sardinia

IT_AG = 'IT-AG' class-attribute instance-attribute

Province of Agrigento

IT_AL = 'IT-AL' class-attribute instance-attribute

Province of Alessandria

IT_AN = 'IT-AN' class-attribute instance-attribute

Province of Ancona

IT_AO = 'IT-AO' class-attribute instance-attribute

Province of Aosta

IT_AP = 'IT-AP' class-attribute instance-attribute

Province of Ascoli Piceno

IT_AQ = 'IT-AQ' class-attribute instance-attribute

Province of L'Aquila

IT_AR = 'IT-AR' class-attribute instance-attribute

Province of Arezzo

IT_AT = 'IT-AT' class-attribute instance-attribute

Province of Asti

IT_AV = 'IT-AV' class-attribute instance-attribute

Province of Avellino

IT_BA = 'IT-BA' class-attribute instance-attribute

Metropolitan city of Bari

IT_BG = 'IT-BG' class-attribute instance-attribute

Province of Bergamo

IT_BI = 'IT-BI' class-attribute instance-attribute

Province of Biella

IT_BL = 'IT-BL' class-attribute instance-attribute

Province of Belluno

IT_BN = 'IT-BN' class-attribute instance-attribute

Province of Benevento

IT_BO = 'IT-BO' class-attribute instance-attribute

Metropolitan city of Bologna

IT_BR = 'IT-BR' class-attribute instance-attribute

Province of Brindisi

IT_BS = 'IT-BS' class-attribute instance-attribute

Province of Brescia

IT_BT = 'IT-BT' class-attribute instance-attribute

Province of Barletta-Andria-Trani

IT_BZ = 'IT-BZ' class-attribute instance-attribute

South Tyrol

IT_CA = 'IT-CA' class-attribute instance-attribute

Metropolitan city of Cagliari

IT_CB = 'IT-CB' class-attribute instance-attribute

Province of Campobasso

IT_CE = 'IT-CE' class-attribute instance-attribute

Province of Caserta

IT_CH = 'IT-CH' class-attribute instance-attribute

Province of Chieti

IT_CI = 'IT-CI' class-attribute instance-attribute

Province of Carbonia-Iglesias

IT_CL = 'IT-CL' class-attribute instance-attribute

Province of Caltanissetta

IT_CN = 'IT-CN' class-attribute instance-attribute

Province of Cuneo

IT_CO = 'IT-CO' class-attribute instance-attribute

Province of Como

IT_CR = 'IT-CR' class-attribute instance-attribute

Province of Cremona

IT_CS = 'IT-CS' class-attribute instance-attribute

Province of Cosenza

IT_CT = 'IT-CT' class-attribute instance-attribute

Metropolitan city of Catania

IT_CZ = 'IT-CZ' class-attribute instance-attribute

Province of Catanzaro

IT_EN = 'IT-EN' class-attribute instance-attribute

Province of Enna

IT_FC = 'IT-FC' class-attribute instance-attribute

Province of Forlì-Cesena

IT_FE = 'IT-FE' class-attribute instance-attribute

Province of Ferrara

IT_FG = 'IT-FG' class-attribute instance-attribute

Province of Foggia

IT_FI = 'IT-FI' class-attribute instance-attribute

Metropolitan city of Florence

IT_FM = 'IT-FM' class-attribute instance-attribute

Province of Fermo

IT_FR = 'IT-FR' class-attribute instance-attribute

Province of Frosinone

IT_GE = 'IT-GE' class-attribute instance-attribute

Metropolitan city of Genoa

IT_GO = 'IT-GO' class-attribute instance-attribute

Province of Gorizia

IT_GR = 'IT-GR' class-attribute instance-attribute

Province of Grosseto

IT_IM = 'IT-IM' class-attribute instance-attribute

Province of Imperia

IT_IS = 'IT-IS' class-attribute instance-attribute

Province of Isernia

IT_KR = 'IT-KR' class-attribute instance-attribute

Province of Crotone

IT_LC = 'IT-LC' class-attribute instance-attribute

Province of Lecco

IT_LE = 'IT-LE' class-attribute instance-attribute

Province of Lecce

IT_LI = 'IT-LI' class-attribute instance-attribute

Province of Livorno

IT_LO = 'IT-LO' class-attribute instance-attribute

Province of Lodi

IT_LT = 'IT-LT' class-attribute instance-attribute

Province of Latina

IT_LU = 'IT-LU' class-attribute instance-attribute

Province of Lucca

IT_MB = 'IT-MB' class-attribute instance-attribute

Province of Monza and Brianza

IT_MC = 'IT-MC' class-attribute instance-attribute

Province of Macerata

IT_ME = 'IT-ME' class-attribute instance-attribute

Metropolitan city of Messina

IT_MI = 'IT-MI' class-attribute instance-attribute

Metropolitan city of Milan

IT_MN = 'IT-MN' class-attribute instance-attribute

Province of Mantua

IT_MO = 'IT-MO' class-attribute instance-attribute

Province of Modena

IT_MS = 'IT-MS' class-attribute instance-attribute

Province of Massa‑Carrara

IT_MT = 'IT-MT' class-attribute instance-attribute

Province of Matera

IT_NA = 'IT-NA' class-attribute instance-attribute

Metropolitan city of Naples

IT_NO = 'IT-NO' class-attribute instance-attribute

Province of Novara

IT_NU = 'IT-NU' class-attribute instance-attribute

Province of Nuoro

IT_OG = 'IT-OG' class-attribute instance-attribute

Province of Ogliastra

IT_OR = 'IT-OR' class-attribute instance-attribute

Province of Oristano

IT_OT = 'IT-OT' class-attribute instance-attribute

Province of Olbia-Tempio

IT_PA = 'IT-PA' class-attribute instance-attribute

Metropolitan city of Palermo

IT_PC = 'IT-PC' class-attribute instance-attribute

Province of Piacenza

IT_PD = 'IT-PD' class-attribute instance-attribute

Province of Padua

IT_PE = 'IT-PE' class-attribute instance-attribute

Province of Pescara

IT_PG = 'IT-PG' class-attribute instance-attribute

Province of Perugia

IT_PI = 'IT-PI' class-attribute instance-attribute

Province of Pisa

IT_PN = 'IT-PN' class-attribute instance-attribute

Province of Pordenone

IT_PO = 'IT-PO' class-attribute instance-attribute

Province of Prato

IT_PR = 'IT-PR' class-attribute instance-attribute

Province of Parma

IT_PT = 'IT-PT' class-attribute instance-attribute

Province of Pistoia

IT_PU = 'IT-PU' class-attribute instance-attribute

Province of Pesaro and Urbino

IT_PV = 'IT-PV' class-attribute instance-attribute

Province of Pavia

IT_PZ = 'IT-PZ' class-attribute instance-attribute

Province of Potenza

IT_RA = 'IT-RA' class-attribute instance-attribute

Province of Ravenna

IT_RC = 'IT-RC' class-attribute instance-attribute

Metropolitan city of Reggio Calabria

IT_RE = 'IT-RE' class-attribute instance-attribute

Province of Reggio Emilia

IT_RG = 'IT-RG' class-attribute instance-attribute

Province of Ragusa

IT_RI = 'IT-RI' class-attribute instance-attribute

Province of Rieti

IT_RM = 'IT-RM' class-attribute instance-attribute

Metropolitan city of Rome

IT_RN = 'IT-RN' class-attribute instance-attribute

Province of Rimini

IT_RO = 'IT-RO' class-attribute instance-attribute

Province of Rovigo

IT_SA = 'IT-SA' class-attribute instance-attribute

Province of Salerno

IT_SI = 'IT-SI' class-attribute instance-attribute

Province of Siena

IT_SO = 'IT-SO' class-attribute instance-attribute

Province of Sondrio

IT_SP = 'IT-SP' class-attribute instance-attribute

Province of La Spezia

IT_SR = 'IT-SR' class-attribute instance-attribute

Province of Syracuse

IT_SS = 'IT-SS' class-attribute instance-attribute

Province of Sassari

IT_SU = 'IT-SU' class-attribute instance-attribute

Province of South Sardinia

IT_SV = 'IT-SV' class-attribute instance-attribute

Province of Savona

IT_TA = 'IT-TA' class-attribute instance-attribute

Province of Taranto

IT_TE = 'IT-TE' class-attribute instance-attribute

Province of Teramo

IT_TN = 'IT-TN' class-attribute instance-attribute

Province of Trento

IT_TO = 'IT-TO' class-attribute instance-attribute

Metropolitan city of Turin

IT_TP = 'IT-TP' class-attribute instance-attribute

Province of Trapani

IT_TR = 'IT-TR' class-attribute instance-attribute

Province of Terni

IT_TS = 'IT-TS' class-attribute instance-attribute

Province of Trieste

IT_TV = 'IT-TV' class-attribute instance-attribute

Province of Treviso

IT_UD = 'IT-UD' class-attribute instance-attribute

Province of Udine

IT_VA = 'IT-VA' class-attribute instance-attribute

Province of Varese

IT_VB = 'IT-VB' class-attribute instance-attribute

Province of Verbano-Cusio-Ossola

IT_VC = 'IT-VC' class-attribute instance-attribute

Province of Vercelli

IT_VE = 'IT-VE' class-attribute instance-attribute

Metropolitan city of Venice

IT_VI = 'IT-VI' class-attribute instance-attribute

Province of Vicenza

IT_VR = 'IT-VR' class-attribute instance-attribute

Province of Verona

IT_VS = 'IT-VS' class-attribute instance-attribute

Province of Medio Campidano

IT_VT = 'IT-VT' class-attribute instance-attribute

Province of Viterbo

IT_VV = 'IT-VV' class-attribute instance-attribute

Province of Vibo Valentia

JM_02 = 'JM-02' class-attribute instance-attribute

Saint Andrew Parish, Jamaica

JM_03 = 'JM-03' class-attribute instance-attribute

Saint Thomas Parish, Jamaica

JM_04 = 'JM-04' class-attribute instance-attribute

Portland Parish

JM_05 = 'JM-05' class-attribute instance-attribute

Saint Mary Parish, Jamaica

JM_06 = 'JM-06' class-attribute instance-attribute

Saint Ann Parish

JM_07 = 'JM-07' class-attribute instance-attribute

Trelawny Parish

JM_08 = 'JM-08' class-attribute instance-attribute

Saint James Parish, Jamaica

JM_09 = 'JM-09' class-attribute instance-attribute

Hanover Parish

JM_10 = 'JM-10' class-attribute instance-attribute

Westmoreland Parish

JM_11 = 'JM-11' class-attribute instance-attribute

Saint Elizabeth Parish, Jamaica

JM_13 = 'JM-13' class-attribute instance-attribute

Clarendon Parish

JM_14 = 'JM-14' class-attribute instance-attribute

Saint Catherine Parish, Jamaica

JO_AM = 'JO-AM' class-attribute instance-attribute

Amman Governorate

JO_AQ = 'JO-AQ' class-attribute instance-attribute

Aqaba Governorate

JO_AT = 'JO-AT' class-attribute instance-attribute

Tafilah Governorate

JO_AZ = 'JO-AZ' class-attribute instance-attribute

Az Zarqa

JO_BA = 'JO-BA' class-attribute instance-attribute

Balqa Governorate

JO_IR = 'JO-IR' class-attribute instance-attribute

Irbid Governorate

JO_JA = 'JO-JA' class-attribute instance-attribute

Jerash

JO_KA = 'JO-KA' class-attribute instance-attribute

Karak Governorate

JO_MA = 'JO-MA' class-attribute instance-attribute

Mafraq Governorate

JO_MD = 'JO-MD' class-attribute instance-attribute

Madaba Governorate

JO_MN = 'JO-MN' class-attribute instance-attribute

Ma'an Governorate

JP_01 = 'JP-01' class-attribute instance-attribute

Hokkaido

JP_02 = 'JP-02' class-attribute instance-attribute

Aomori prefecture

JP_03 = 'JP-03' class-attribute instance-attribute

Iwate prefecture

JP_04 = 'JP-04' class-attribute instance-attribute

Miyagi prefecture

JP_05 = 'JP-05' class-attribute instance-attribute

Akita prefecture

JP_06 = 'JP-06' class-attribute instance-attribute

Yamagata prefecture

JP_07 = 'JP-07' class-attribute instance-attribute

Fukushima prefecture

JP_08 = 'JP-08' class-attribute instance-attribute

Ibaraki prefecture

JP_09 = 'JP-09' class-attribute instance-attribute

Tochigi prefecture

JP_10 = 'JP-10' class-attribute instance-attribute

Gunma prefecture

JP_11 = 'JP-11' class-attribute instance-attribute

Saitama prefecture

JP_12 = 'JP-12' class-attribute instance-attribute

Chiba prefecture

JP_13 = 'JP-13' class-attribute instance-attribute

Tokyo

JP_14 = 'JP-14' class-attribute instance-attribute

Kanagawa prefecture

JP_15 = 'JP-15' class-attribute instance-attribute

Niigata prefecture

JP_16 = 'JP-16' class-attribute instance-attribute

Toyama prefecture

JP_17 = 'JP-17' class-attribute instance-attribute

Ishikawa prefecture

JP_18 = 'JP-18' class-attribute instance-attribute

Fukui prefecture

JP_19 = 'JP-19' class-attribute instance-attribute

Yamanashi prefecture

JP_20 = 'JP-20' class-attribute instance-attribute

Nagano prefecture

JP_21 = 'JP-21' class-attribute instance-attribute

Gifu prefecture

JP_22 = 'JP-22' class-attribute instance-attribute

Shizuoka prefecture

JP_23 = 'JP-23' class-attribute instance-attribute

Aichi prefecture

JP_24 = 'JP-24' class-attribute instance-attribute

Mie prefecture

JP_25 = 'JP-25' class-attribute instance-attribute

Shiga prefecture

JP_26 = 'JP-26' class-attribute instance-attribute

Kyoto prefecture

JP_27 = 'JP-27' class-attribute instance-attribute

Osaka prefecture

JP_28 = 'JP-28' class-attribute instance-attribute

Hyōgo prefecture

JP_29 = 'JP-29' class-attribute instance-attribute

Nara prefecture

JP_30 = 'JP-30' class-attribute instance-attribute

Wakayama prefecture

JP_31 = 'JP-31' class-attribute instance-attribute

Tottori prefecture

JP_32 = 'JP-32' class-attribute instance-attribute

Shimane prefecture

JP_33 = 'JP-33' class-attribute instance-attribute

Okayama prefecture

JP_34 = 'JP-34' class-attribute instance-attribute

Hiroshima prefecture

JP_35 = 'JP-35' class-attribute instance-attribute

Yamaguchi prefecture

JP_36 = 'JP-36' class-attribute instance-attribute

Tokushima prefecture

JP_37 = 'JP-37' class-attribute instance-attribute

Kagawa prefecture

JP_38 = 'JP-38' class-attribute instance-attribute

Ehime prefecture

JP_39 = 'JP-39' class-attribute instance-attribute

Kōchi prefecture

JP_40 = 'JP-40' class-attribute instance-attribute

Fukuoka prefecture

JP_41 = 'JP-41' class-attribute instance-attribute

Saga prefecture

JP_42 = 'JP-42' class-attribute instance-attribute

Nagasaki prefecture

JP_43 = 'JP-43' class-attribute instance-attribute

Kumamoto prefecture

JP_44 = 'JP-44' class-attribute instance-attribute

Ōita prefecture

JP_45 = 'JP-45' class-attribute instance-attribute

Miyazaki prefecture

JP_46 = 'JP-46' class-attribute instance-attribute

Kagoshima prefecture

JP_47 = 'JP-47' class-attribute instance-attribute

Okinawa prefecture

KE_01 = 'KE-01' class-attribute instance-attribute

Baringo County

KE_02 = 'KE-02' class-attribute instance-attribute

Bomet County

KE_03 = 'KE-03' class-attribute instance-attribute

Bungoma County

KE_04 = 'KE-04' class-attribute instance-attribute

Busia County

KE_05 = 'KE-05' class-attribute instance-attribute

Elgeyo-Marakwet County

KE_06 = 'KE-06' class-attribute instance-attribute

Embu County

KE_07 = 'KE-07' class-attribute instance-attribute

Garissa County

KE_08 = 'KE-08' class-attribute instance-attribute

Homa Bay County

KE_09 = 'KE-09' class-attribute instance-attribute

Isiolo County

KE_10 = 'KE-10' class-attribute instance-attribute

Kajiado County

KE_11 = 'KE-11' class-attribute instance-attribute

Kakamega County

KE_110 = 'KE-110' class-attribute instance-attribute

Nairobi

KE_12 = 'KE-12' class-attribute instance-attribute

Kericho County

KE_13 = 'KE-13' class-attribute instance-attribute

Kiambu County

KE_14 = 'KE-14' class-attribute instance-attribute

Kilifi County

KE_15 = 'KE-15' class-attribute instance-attribute

Kirinyaga County

KE_16 = 'KE-16' class-attribute instance-attribute

Kisii County

KE_17 = 'KE-17' class-attribute instance-attribute

Kisumu County

KE_18 = 'KE-18' class-attribute instance-attribute

Kitui County

KE_19 = 'KE-19' class-attribute instance-attribute

Kwale County

KE_20 = 'KE-20' class-attribute instance-attribute

Laikipia County

KE_200 = 'KE-200' class-attribute instance-attribute

Central Province (Kenya)

KE_21 = 'KE-21' class-attribute instance-attribute

Lamu County

KE_22 = 'KE-22' class-attribute instance-attribute

Machakos County

KE_23 = 'KE-23' class-attribute instance-attribute

Makueni County

KE_24 = 'KE-24' class-attribute instance-attribute

Mandera County

KE_25 = 'KE-25' class-attribute instance-attribute

Marsabit County

KE_26 = 'KE-26' class-attribute instance-attribute

Meru County

KE_27 = 'KE-27' class-attribute instance-attribute

Migori County

KE_28 = 'KE-28' class-attribute instance-attribute

Mombasa County

KE_29 = 'KE-29' class-attribute instance-attribute

Muranga County

KE_30 = 'KE-30' class-attribute instance-attribute

Nairobi County

KE_300 = 'KE-300' class-attribute instance-attribute

Coast Province (Kenya)

KE_31 = 'KE-31' class-attribute instance-attribute

Nakuru County

KE_32 = 'KE-32' class-attribute instance-attribute

Nandi County

KE_33 = 'KE-33' class-attribute instance-attribute

Narok County

KE_34 = 'KE-34' class-attribute instance-attribute

Nyamira County

KE_35 = 'KE-35' class-attribute instance-attribute

Nyandarua County

KE_36 = 'KE-36' class-attribute instance-attribute

Nyeri County

KE_37 = 'KE-37' class-attribute instance-attribute

Samburu County

KE_38 = 'KE-38' class-attribute instance-attribute

Siaya County

KE_39 = 'KE-39' class-attribute instance-attribute

Taita Taveta County

KE_40 = 'KE-40' class-attribute instance-attribute

Tana River County

KE_400 = 'KE-400' class-attribute instance-attribute

Eastern Province (Kenya)

KE_41 = 'KE-41' class-attribute instance-attribute

Tharaka-Nithi County

KE_42 = 'KE-42' class-attribute instance-attribute

Trans-Nzoia County

KE_43 = 'KE-43' class-attribute instance-attribute

Turkana County

KE_44 = 'KE-44' class-attribute instance-attribute

Uasin-Gishu County

KE_45 = 'KE-45' class-attribute instance-attribute

Vihiga County

KE_46 = 'KE-46' class-attribute instance-attribute

Wajir County

KE_47 = 'KE-47' class-attribute instance-attribute

West Pokot County

KE_500 = 'KE-500' class-attribute instance-attribute

North Eastern Province (Kenya)

KE_600 = 'KE-600' class-attribute instance-attribute

Nyanza Province

KE_700 = 'KE-700' class-attribute instance-attribute

Rift Valley Province

KE_800 = 'KE-800' class-attribute instance-attribute

Western Province (Kenya)

KG_B = 'KG-B' class-attribute instance-attribute

Batken Region

KG_C = 'KG-C' class-attribute instance-attribute

Chüy Region

KG_GB = 'KG-GB' class-attribute instance-attribute

Bishkek

KG_GO = 'KG-GO' class-attribute instance-attribute

Osh

KG_J = 'KG-J' class-attribute instance-attribute

Jalal-Abad Region

KG_N = 'KG-N' class-attribute instance-attribute

Naryn Region

KG_O = 'KG-O' class-attribute instance-attribute

Osh Region

KG_T = 'KG-T' class-attribute instance-attribute

Talas Region

KG_Y = 'KG-Y' class-attribute instance-attribute

Issyk-Kul Region

KH_1 = 'KH-1' class-attribute instance-attribute

Banteay Meanchey Province

KH_10 = 'KH-10' class-attribute instance-attribute

Kratié Province

KH_11 = 'KH-11' class-attribute instance-attribute

Mondulkiri Province

KH_12 = 'KH-12' class-attribute instance-attribute

Phnom Penh

KH_13 = 'KH-13' class-attribute instance-attribute

Preah Vihear Province

KH_14 = 'KH-14' class-attribute instance-attribute

Prey Veng Province

KH_15 = 'KH-15' class-attribute instance-attribute

Pursat Province

KH_16 = 'KH-16' class-attribute instance-attribute

Ratanakiri Province

KH_17 = 'KH-17' class-attribute instance-attribute

Siem Reap Province

KH_18 = 'KH-18' class-attribute instance-attribute

Sihanoukville Province

KH_19 = 'KH-19' class-attribute instance-attribute

Stung Treng Province

KH_2 = 'KH-2' class-attribute instance-attribute

Battambang Province

KH_20 = 'KH-20' class-attribute instance-attribute

Svay Rieng Province

KH_21 = 'KH-21' class-attribute instance-attribute

Takeo Province

KH_22 = 'KH-22' class-attribute instance-attribute

Oddar Meancheay Province

KH_23 = 'KH-23' class-attribute instance-attribute

Kep

KH_24 = 'KH-24' class-attribute instance-attribute

Pailin

KH_25 = 'KH-25' class-attribute instance-attribute

Tbong Khmum Province

KH_3 = 'KH-3' class-attribute instance-attribute

Kampong Cham Province

KH_4 = 'KH-4' class-attribute instance-attribute

Kampong Chhnang Province

KH_5 = 'KH-5' class-attribute instance-attribute

Kampong Speu Province

KH_6 = 'KH-6' class-attribute instance-attribute

Kampong Thom Province

KH_7 = 'KH-7' class-attribute instance-attribute

Kampot Province

KH_8 = 'KH-8' class-attribute instance-attribute

Kandal Province

KH_9 = 'KH-9' class-attribute instance-attribute

Koh Kong Province

KI_G = 'KI-G' class-attribute instance-attribute

Gilbert Islands

KI_L = 'KI-L' class-attribute instance-attribute

Line Islands

KI_P = 'KI-P' class-attribute instance-attribute

Phoenix Islands

KM_A = 'KM-A' class-attribute instance-attribute

Anjouan

KM_G = 'KM-G' class-attribute instance-attribute

Grande Comore

KM_M = 'KM-M' class-attribute instance-attribute

Mohéli

KN_02 = 'KN-02' class-attribute instance-attribute

Saint Anne Sandy Point

KN_03 = 'KN-03' class-attribute instance-attribute

Saint George Basseterre

KN_04 = 'KN-04' class-attribute instance-attribute

Saint George Gingerland

KN_05 = 'KN-05' class-attribute instance-attribute

Saint James Windward

KN_06 = 'KN-06' class-attribute instance-attribute

Saint John Capisterre

KN_07 = 'KN-07' class-attribute instance-attribute

Saint John Figtree

KN_08 = 'KN-08' class-attribute instance-attribute

Saint Mary Cayon

KN_09 = 'KN-09' class-attribute instance-attribute

Saint Paul Capisterre

KN_10 = 'KN-10' class-attribute instance-attribute

Saint Paul Charlestown

KN_11 = 'KN-11' class-attribute instance-attribute

Saint Peter Basseterre

KN_12 = 'KN-12' class-attribute instance-attribute

Saint Thomas Lowland

KN_13 = 'KN-13' class-attribute instance-attribute

Saint Thomas Middle Island

KN_15 = 'KN-15' class-attribute instance-attribute

Trinity Palmetto Point

KN_K = 'KN-K' class-attribute instance-attribute

Saint Kitts

KN_N = 'KN-N' class-attribute instance-attribute

Nevis

KP_01 = 'KP-01' class-attribute instance-attribute

Pyongyang

KP_02 = 'KP-02' class-attribute instance-attribute

Pyongannam-do

KP_03 = 'KP-03' class-attribute instance-attribute

Pyonganbuk-to

KP_04 = 'KP-04' class-attribute instance-attribute

Chagang-do

KP_05 = 'KP-05' class-attribute instance-attribute

Hwanghaenam-do

KP_06 = 'KP-06' class-attribute instance-attribute

Hwanghaebuk-to

KP_07 = 'KP-07' class-attribute instance-attribute

Kangwon-do

KP_08 = 'KP-08' class-attribute instance-attribute

Hamgyongnam-do

KP_09 = 'KP-09' class-attribute instance-attribute

Hamgyongbuk-to

KP_10 = 'KP-10' class-attribute instance-attribute

Ryanggang-do

KP_13 = 'KP-13' class-attribute instance-attribute

Rason

KP_14 = 'KP-14' class-attribute instance-attribute

Nampo

KP_15 = 'KP-15' class-attribute instance-attribute

Kaesong

KR_11 = 'KR-11' class-attribute instance-attribute

Seoul

KR_26 = 'KR-26' class-attribute instance-attribute

Busan

KR_27 = 'KR-27' class-attribute instance-attribute

Daegu

KR_28 = 'KR-28' class-attribute instance-attribute

Incheon

KR_29 = 'KR-29' class-attribute instance-attribute

Gwangju

KR_30 = 'KR-30' class-attribute instance-attribute

Daejeon

KR_31 = 'KR-31' class-attribute instance-attribute

Ulsan

KR_41 = 'KR-41' class-attribute instance-attribute

Gyeonggi-do

KR_42 = 'KR-42' class-attribute instance-attribute

Gangwon-do

KR_43 = 'KR-43' class-attribute instance-attribute

Chungcheongbuk-do

KR_44 = 'KR-44' class-attribute instance-attribute

Chungcheongnam-do

KR_45 = 'KR-45' class-attribute instance-attribute

Jeollabuk-do

KR_46 = 'KR-46' class-attribute instance-attribute

Jeollanam-do

KR_47 = 'KR-47' class-attribute instance-attribute

Gyeongsangbuk-do

KR_48 = 'KR-48' class-attribute instance-attribute

Gyeongsangnam-do

KR_49 = 'KR-49' class-attribute instance-attribute

Jeju-do

KR_50 = 'KR-50' class-attribute instance-attribute

Sejong City

KW_AH = 'KW-AH' class-attribute instance-attribute

Ahmadi Governorate

KW_FA = 'KW-FA' class-attribute instance-attribute

Farwaniya Governorate

KW_HA = 'KW-HA' class-attribute instance-attribute

Hawalli Governorate

KW_JA = 'KW-JA' class-attribute instance-attribute

Al Jahra Governorate

KW_KU = 'KW-KU' class-attribute instance-attribute

Capital Governorate (Kuwait)

KW_MU = 'KW-MU' class-attribute instance-attribute

Mubarak Al-Kabeer Governorate

KZ_10 = 'KZ-10' class-attribute instance-attribute

Abai Region

KZ_11 = 'KZ-11' class-attribute instance-attribute

Akmola Region

KZ_15 = 'KZ-15' class-attribute instance-attribute

Aktobe Region

KZ_19 = 'KZ-19' class-attribute instance-attribute

Almaty Region

KZ_23 = 'KZ-23' class-attribute instance-attribute

Atyrau Region

KZ_27 = 'KZ-27' class-attribute instance-attribute

West Kazakhstan Region

KZ_31 = 'KZ-31' class-attribute instance-attribute

Jambyl Region

KZ_33 = 'KZ-33' class-attribute instance-attribute

Zhetysu Region

KZ_35 = 'KZ-35' class-attribute instance-attribute

Karaganda Region

KZ_39 = 'KZ-39' class-attribute instance-attribute

Qostanay Province

KZ_43 = 'KZ-43' class-attribute instance-attribute

Kyzylorda Region

KZ_47 = 'KZ-47' class-attribute instance-attribute

Mangystau Region

KZ_55 = 'KZ-55' class-attribute instance-attribute

Pavlodar Region

KZ_59 = 'KZ-59' class-attribute instance-attribute

North Kazakhstan Region

KZ_61 = 'KZ-61' class-attribute instance-attribute

Turkistan Region

KZ_62 = 'KZ-62' class-attribute instance-attribute

Ulytau Region

KZ_63 = 'KZ-63' class-attribute instance-attribute

East Kazakhstan Region

KZ_71 = 'KZ-71' class-attribute instance-attribute

Astana

KZ_75 = 'KZ-75' class-attribute instance-attribute

Almaty

KZ_79 = 'KZ-79' class-attribute instance-attribute

Shymkent

LA_AT = 'LA-AT' class-attribute instance-attribute

Attapeu Province

LA_BK = 'LA-BK' class-attribute instance-attribute

Bokeo Province

LA_BL = 'LA-BL' class-attribute instance-attribute

Bolikhamsai Province

LA_CH = 'LA-CH' class-attribute instance-attribute

Champasak Province

LA_HO = 'LA-HO' class-attribute instance-attribute

Houaphan Province

LA_KH = 'LA-KH' class-attribute instance-attribute

Khammouane Province

LA_LM = 'LA-LM' class-attribute instance-attribute

Luang Namtha Province

LA_LP = 'LA-LP' class-attribute instance-attribute

Luang Prabang Province

LA_OU = 'LA-OU' class-attribute instance-attribute

Oudomxay Province

LA_PH = 'LA-PH' class-attribute instance-attribute

Phongsali

LA_SL = 'LA-SL' class-attribute instance-attribute

Salavan Province

LA_SV = 'LA-SV' class-attribute instance-attribute

Savannakhet Province

LA_VI = 'LA-VI' class-attribute instance-attribute

Vientiane Province

LA_VT = 'LA-VT' class-attribute instance-attribute

Vientiane Prefecture

LA_XA = 'LA-XA' class-attribute instance-attribute

Sainyabuli Province

LA_XE = 'LA-XE' class-attribute instance-attribute

Sekong Province

LA_XI = 'LA-XI' class-attribute instance-attribute

Xiangkhouang Province

LB_AK = 'LB-AK' class-attribute instance-attribute

Akkar Governorate

LB_AS = 'LB-AS' class-attribute instance-attribute

North Governorate

LB_BA = 'LB-BA' class-attribute instance-attribute

Beirut Governorate

LB_BH = 'LB-BH' class-attribute instance-attribute

Baalbek-Hermel Governorate

LB_BI = 'LB-BI' class-attribute instance-attribute

Beqaa Governorate

LB_JA = 'LB-JA' class-attribute instance-attribute

South Governorate

LB_JL = 'LB-JL' class-attribute instance-attribute

Mount Lebanon Governorate

LB_NA = 'LB-NA' class-attribute instance-attribute

Nabatieh Governorate

LC_01 = 'LC-01' class-attribute instance-attribute

Anse La Raye Quarter

LC_02 = 'LC-02' class-attribute instance-attribute

Castries Quarter

LC_03 = 'LC-03' class-attribute instance-attribute

Choiseul Quarter

LC_04 = 'LC-04' class-attribute instance-attribute

Dauphin Quarter

LC_05 = 'LC-05' class-attribute instance-attribute

Dennery Quarter

LC_06 = 'LC-06' class-attribute instance-attribute

Gros Islet Quarter

LC_07 = 'LC-07' class-attribute instance-attribute

Laborie Quarter

LC_08 = 'LC-08' class-attribute instance-attribute

Micoud Quarter

LC_09 = 'LC-09' class-attribute instance-attribute

Praslin Quarter

LC_10 = 'LC-10' class-attribute instance-attribute

Soufrière Quarter

LC_11 = 'LC-11' class-attribute instance-attribute

Vieux-Fort

LC_12 = 'LC-12' class-attribute instance-attribute

Canaries, Saint Lucia

LI_01 = 'LI-01' class-attribute instance-attribute

Balzers

LI_02 = 'LI-02' class-attribute instance-attribute

Eschen

LI_03 = 'LI-03' class-attribute instance-attribute

Gamprin

LI_04 = 'LI-04' class-attribute instance-attribute

Mauren

LI_05 = 'LI-05' class-attribute instance-attribute

Planken

LI_06 = 'LI-06' class-attribute instance-attribute

Ruggell

LI_07 = 'LI-07' class-attribute instance-attribute

Schaan

LI_08 = 'LI-08' class-attribute instance-attribute

Schellenberg

LI_09 = 'LI-09' class-attribute instance-attribute

Triesen

LI_10 = 'LI-10' class-attribute instance-attribute

Triesenberg

LI_11 = 'LI-11' class-attribute instance-attribute

Vaduz

LK_1 = 'LK-1' class-attribute instance-attribute

Western Province, Sri Lanka

LK_11 = 'LK-11' class-attribute instance-attribute

Colombo District

LK_12 = 'LK-12' class-attribute instance-attribute

Gampaha District

LK_13 = 'LK-13' class-attribute instance-attribute

Kalutara District

LK_2 = 'LK-2' class-attribute instance-attribute

Central Province, Sri Lanka

LK_21 = 'LK-21' class-attribute instance-attribute

Kandy District

LK_22 = 'LK-22' class-attribute instance-attribute

Matale District

LK_23 = 'LK-23' class-attribute instance-attribute

Nuwara Eliya District

LK_3 = 'LK-3' class-attribute instance-attribute

Southern Province, Sri Lanka

LK_31 = 'LK-31' class-attribute instance-attribute

Galle District

LK_32 = 'LK-32' class-attribute instance-attribute

Matara District

LK_33 = 'LK-33' class-attribute instance-attribute

Hambantota District

LK_4 = 'LK-4' class-attribute instance-attribute

Northern Province, Sri Lanka

LK_41 = 'LK-41' class-attribute instance-attribute

Jaffna District

LK_42 = 'LK-42' class-attribute instance-attribute

Kilinochchi District

LK_43 = 'LK-43' class-attribute instance-attribute

Mannar District

LK_44 = 'LK-44' class-attribute instance-attribute

Vavuniya District

LK_45 = 'LK-45' class-attribute instance-attribute

Mullaitivu District

LK_5 = 'LK-5' class-attribute instance-attribute

Eastern Province, Sri Lanka

LK_51 = 'LK-51' class-attribute instance-attribute

Batticaloa District

LK_52 = 'LK-52' class-attribute instance-attribute

Ampara District

LK_53 = 'LK-53' class-attribute instance-attribute

Trincomalee District

LK_6 = 'LK-6' class-attribute instance-attribute

North Western Province, Sri Lanka

LK_61 = 'LK-61' class-attribute instance-attribute

Kurunegala District

LK_62 = 'LK-62' class-attribute instance-attribute

Puttalam District

LK_7 = 'LK-7' class-attribute instance-attribute

North Central Province, Sri Lanka

LK_71 = 'LK-71' class-attribute instance-attribute

Anuradhapura District

LK_72 = 'LK-72' class-attribute instance-attribute

Polonnaruwa District

LK_8 = 'LK-8' class-attribute instance-attribute

Uva Province

LK_81 = 'LK-81' class-attribute instance-attribute

Badulla District

LK_82 = 'LK-82' class-attribute instance-attribute

Monaragala District

LK_9 = 'LK-9' class-attribute instance-attribute

Sabaragamuwa Province

LK_91 = 'LK-91' class-attribute instance-attribute

Ratnapura District

LK_92 = 'LK-92' class-attribute instance-attribute

Kegalle District

LR_BG = 'LR-BG' class-attribute instance-attribute

Bong County

LR_BM = 'LR-BM' class-attribute instance-attribute

Bomi County

LR_CM = 'LR-CM' class-attribute instance-attribute

Grand Cape Mount County

LR_GB = 'LR-GB' class-attribute instance-attribute

Grand Bassa County

LR_GG = 'LR-GG' class-attribute instance-attribute

Grand Gedeh

LR_GP = 'LR-GP' class-attribute instance-attribute

Gbarpolu County

LR_LO = 'LR-LO' class-attribute instance-attribute

Lofa County

LR_MG = 'LR-MG' class-attribute instance-attribute

Margibi County

LR_MO = 'LR-MO' class-attribute instance-attribute

Montserrado County

LR_MY = 'LR-MY' class-attribute instance-attribute

Maryland County

LR_NI = 'LR-NI' class-attribute instance-attribute

Nimba County

LR_RG = 'LR-RG' class-attribute instance-attribute

River Gee County

LS_A = 'LS-A' class-attribute instance-attribute

Maseru District

LS_B = 'LS-B' class-attribute instance-attribute

Butha-Buthe District

LS_C = 'LS-C' class-attribute instance-attribute

Leribe District

LS_D = 'LS-D' class-attribute instance-attribute

Berea District

LS_E = 'LS-E' class-attribute instance-attribute

Mafeteng District

LS_F = 'LS-F' class-attribute instance-attribute

Mohale's Hoek District

LS_G = 'LS-G' class-attribute instance-attribute

Quthing District

LS_H = 'LS-H' class-attribute instance-attribute

Qacha's Nek District

LS_J = 'LS-J' class-attribute instance-attribute

Mokhotlong District

LS_K = 'LS-K' class-attribute instance-attribute

Thaba-Tseka District

LT_01 = 'LT-01' class-attribute instance-attribute

Akmenė District Municipality

LT_02 = 'LT-02' class-attribute instance-attribute

Alytus City Municipality

LT_03 = 'LT-03' class-attribute instance-attribute

Alytus District Municipality

LT_04 = 'LT-04' class-attribute instance-attribute

Anykščiai District Municipality

LT_05 = 'LT-05' class-attribute instance-attribute

Birštonas Municipality

LT_06 = 'LT-06' class-attribute instance-attribute

Biržai District Municipality

LT_07 = 'LT-07' class-attribute instance-attribute

Druskininkai Municipality

LT_08 = 'LT-08' class-attribute instance-attribute

Elektrėnai Municipality

LT_09 = 'LT-09' class-attribute instance-attribute

Ignalina District Municipality

LT_10 = 'LT-10' class-attribute instance-attribute

Jonava District Municipality

LT_11 = 'LT-11' class-attribute instance-attribute

Joniškis District Municipality

LT_12 = 'LT-12' class-attribute instance-attribute

Jurbarkas District Municipality

LT_13 = 'LT-13' class-attribute instance-attribute

Kaišiadorys District Municipality

LT_14 = 'LT-14' class-attribute instance-attribute

Kalvarija Municipality

LT_15 = 'LT-15' class-attribute instance-attribute

Kaunas City Municipality

LT_16 = 'LT-16' class-attribute instance-attribute

Kaunas District Municipality

LT_17 = 'LT-17' class-attribute instance-attribute

Kazlų Rūda Municipality

LT_18 = 'LT-18' class-attribute instance-attribute

Kėdainiai District Municipality

LT_19 = 'LT-19' class-attribute instance-attribute

Kelmė District Municipality

LT_20 = 'LT-20' class-attribute instance-attribute

Klaipėda City Municipality

LT_21 = 'LT-21' class-attribute instance-attribute

Klaipėda District Municipality

LT_22 = 'LT-22' class-attribute instance-attribute

Kretinga District Municipality

LT_23 = 'LT-23' class-attribute instance-attribute

Kupiškis District Municipality

LT_24 = 'LT-24' class-attribute instance-attribute

Lazdijai District Municipality

LT_25 = 'LT-25' class-attribute instance-attribute

Marijampolė Municipality

LT_26 = 'LT-26' class-attribute instance-attribute

Mažeikiai District Municipality

LT_27 = 'LT-27' class-attribute instance-attribute

Molėtai District Municipality

LT_28 = 'LT-28' class-attribute instance-attribute

Neringa Municipality

LT_29 = 'LT-29' class-attribute instance-attribute

Pagėgiai Municipality

LT_30 = 'LT-30' class-attribute instance-attribute

Pakruojis District Municipality

LT_31 = 'LT-31' class-attribute instance-attribute

Palanga City Municipality

LT_32 = 'LT-32' class-attribute instance-attribute

Panevėžys City Municipality

LT_33 = 'LT-33' class-attribute instance-attribute

Panevėžys District Municipality

LT_34 = 'LT-34' class-attribute instance-attribute

Pasvalys District Municipality

LT_35 = 'LT-35' class-attribute instance-attribute

Plungė District Municipality

LT_36 = 'LT-36' class-attribute instance-attribute

Prienai District Municipality

LT_37 = 'LT-37' class-attribute instance-attribute

Radviliškis District Municipality

LT_38 = 'LT-38' class-attribute instance-attribute

Raseiniai District Municipality

LT_39 = 'LT-39' class-attribute instance-attribute

Rietavas Municipality

LT_40 = 'LT-40' class-attribute instance-attribute

Rokiškis District Municipality

LT_41 = 'LT-41' class-attribute instance-attribute

Šakiai District Municipality

LT_42 = 'LT-42' class-attribute instance-attribute

Šalčininkai District Municipality

LT_43 = 'LT-43' class-attribute instance-attribute

Šiauliai City Municipality

LT_44 = 'LT-44' class-attribute instance-attribute

Šiauliai District Municipality

LT_45 = 'LT-45' class-attribute instance-attribute

Šilalė District Municipality

LT_46 = 'LT-46' class-attribute instance-attribute

Šilutė District Municipality

LT_47 = 'LT-47' class-attribute instance-attribute

Širvintos District Municipality

LT_48 = 'LT-48' class-attribute instance-attribute

Skuodas District Municipality

LT_49 = 'LT-49' class-attribute instance-attribute

Švenčionys District Municipality

LT_50 = 'LT-50' class-attribute instance-attribute

Tauragė District Municipality

LT_51 = 'LT-51' class-attribute instance-attribute

Telšiai District Municipality

LT_52 = 'LT-52' class-attribute instance-attribute

Trakai District Municipality

LT_53 = 'LT-53' class-attribute instance-attribute

Ukmergė District Municipality

LT_54 = 'LT-54' class-attribute instance-attribute

Utena District Municipality

LT_55 = 'LT-55' class-attribute instance-attribute

Varėna District Municipality

LT_56 = 'LT-56' class-attribute instance-attribute

Vilkaviškis District Municipality

LT_57 = 'LT-57' class-attribute instance-attribute

Vilnius City Municipality

LT_58 = 'LT-58' class-attribute instance-attribute

Vilnius District Municipality

LT_59 = 'LT-59' class-attribute instance-attribute

Visaginas Municipality

LT_60 = 'LT-60' class-attribute instance-attribute

Zarasai District Municipality

LT_AL = 'LT-AL' class-attribute instance-attribute

Alytus County

LT_KL = 'LT-KL' class-attribute instance-attribute

Klaipėda County

LT_KU = 'LT-KU' class-attribute instance-attribute

Kaunas County

LT_MR = 'LT-MR' class-attribute instance-attribute

Marijampolė County

LT_PN = 'LT-PN' class-attribute instance-attribute

Panevėžys County

LT_SA = 'LT-SA' class-attribute instance-attribute

Šiauliai County

LT_TA = 'LT-TA' class-attribute instance-attribute

Tauragė County

LT_TE = 'LT-TE' class-attribute instance-attribute

Telšiai County

LT_UT = 'LT-UT' class-attribute instance-attribute

Utena County

LT_VL = 'LT-VL' class-attribute instance-attribute

Vilnius County

LU_CA = 'LU-CA' class-attribute instance-attribute

Canton of Capellen

LU_CL = 'LU-CL' class-attribute instance-attribute

Canton of Clervaux

LU_D = 'LU-D' class-attribute instance-attribute

Former Diekirch District

LU_DI = 'LU-DI' class-attribute instance-attribute

Canton of Diekirch

LU_EC = 'LU-EC' class-attribute instance-attribute

Canton of Echternach

LU_ES = 'LU-ES' class-attribute instance-attribute

Canton of Esch-sur-Alzette

LU_G = 'LU-G' class-attribute instance-attribute

Former Grevenmacher District

LU_GR = 'LU-GR' class-attribute instance-attribute

Canton of Grevenmacher

LU_L = 'LU-L' class-attribute instance-attribute

Former Luxembourg District

LU_LU = 'LU-LU' class-attribute instance-attribute

Canton of Luxembourg

LU_ME = 'LU-ME' class-attribute instance-attribute

Canton of Mersch

LU_RD = 'LU-RD' class-attribute instance-attribute

Canton of Redange

LU_RM = 'LU-RM' class-attribute instance-attribute

Canton of Remich

LU_VD = 'LU-VD' class-attribute instance-attribute

Canton of Vianden

LU_WI = 'LU-WI' class-attribute instance-attribute

Canton of Wiltz

LV_001 = 'LV-001' class-attribute instance-attribute

Aglona Municipality

LV_002 = 'LV-002' class-attribute instance-attribute

Aizkraukle Municipality

LV_003 = 'LV-003' class-attribute instance-attribute

Aizpute Municipality

LV_004 = 'LV-004' class-attribute instance-attribute

Aknīste Municipality

LV_005 = 'LV-005' class-attribute instance-attribute

Aloja Municipality

LV_006 = 'LV-006' class-attribute instance-attribute

Alsunga Municipality

LV_007 = 'LV-007' class-attribute instance-attribute

Alūksne Municipality

LV_008 = 'LV-008' class-attribute instance-attribute

Amata Municipality

LV_009 = 'LV-009' class-attribute instance-attribute

Ape Municipality

LV_010 = 'LV-010' class-attribute instance-attribute

Auce Municipality

LV_011 = 'LV-011' class-attribute instance-attribute

Ādaži Municipality

LV_012 = 'LV-012' class-attribute instance-attribute

Babīte Municipality

LV_013 = 'LV-013' class-attribute instance-attribute

Baldone Municipality

LV_014 = 'LV-014' class-attribute instance-attribute

Baltinava Municipality

LV_015 = 'LV-015' class-attribute instance-attribute

Balvi Municipality

LV_016 = 'LV-016' class-attribute instance-attribute

Bauska Municipality

LV_017 = 'LV-017' class-attribute instance-attribute

Beverīna Municipality

LV_018 = 'LV-018' class-attribute instance-attribute

Brocēni Municipality

LV_019 = 'LV-019' class-attribute instance-attribute

Burtnieki Municipality

LV_020 = 'LV-020' class-attribute instance-attribute

Carnikava Municipality

LV_021 = 'LV-021' class-attribute instance-attribute

Cesvaine Municipality

LV_022 = 'LV-022' class-attribute instance-attribute

Cēsis Municipality

LV_023 = 'LV-023' class-attribute instance-attribute

Cibla Municipality

LV_024 = 'LV-024' class-attribute instance-attribute

Dagda Municipality

LV_025 = 'LV-025' class-attribute instance-attribute

Daugavpils Municipality

LV_026 = 'LV-026' class-attribute instance-attribute

Dobele Municipality

LV_027 = 'LV-027' class-attribute instance-attribute

Dundaga Municipality

LV_028 = 'LV-028' class-attribute instance-attribute

Durbe Municipality

LV_029 = 'LV-029' class-attribute instance-attribute

Engure Municipality

LV_030 = 'LV-030' class-attribute instance-attribute

Ērgļi Municipality

LV_031 = 'LV-031' class-attribute instance-attribute

Garkalne Municipality

LV_032 = 'LV-032' class-attribute instance-attribute

Grobiņa Municipality

LV_033 = 'LV-033' class-attribute instance-attribute

Gulbene Municipality

LV_034 = 'LV-034' class-attribute instance-attribute

Iecava Municipality

LV_035 = 'LV-035' class-attribute instance-attribute

Ikšķile Municipality

LV_036 = 'LV-036' class-attribute instance-attribute

Ilūkste Municipality

LV_037 = 'LV-037' class-attribute instance-attribute

Inčukalns Municipality

LV_038 = 'LV-038' class-attribute instance-attribute

Jaunjelgava Municipality

LV_039 = 'LV-039' class-attribute instance-attribute

Jaunpiebalga Municipality

LV_040 = 'LV-040' class-attribute instance-attribute

Jaunpils Municipality

LV_041 = 'LV-041' class-attribute instance-attribute

Jelgava Municipality

LV_042 = 'LV-042' class-attribute instance-attribute

Jēkabpils Municipality

LV_043 = 'LV-043' class-attribute instance-attribute

Kandava Municipality

LV_044 = 'LV-044' class-attribute instance-attribute

Kārsava Municipality

LV_045 = 'LV-045' class-attribute instance-attribute

Kocēni Municipality

LV_046 = 'LV-046' class-attribute instance-attribute

Koknese Municipality

LV_047 = 'LV-047' class-attribute instance-attribute

Krāslava Municipality

LV_048 = 'LV-048' class-attribute instance-attribute

Krimulda Municipality

LV_049 = 'LV-049' class-attribute instance-attribute

Krustpils Municipality

LV_050 = 'LV-050' class-attribute instance-attribute

Kuldīga Municipality

LV_051 = 'LV-051' class-attribute instance-attribute

Ķegums Municipality

LV_052 = 'LV-052' class-attribute instance-attribute

Ķekava Municipality

LV_053 = 'LV-053' class-attribute instance-attribute

Lielvārde Municipality

LV_054 = 'LV-054' class-attribute instance-attribute

Limbaži Municipality

LV_055 = 'LV-055' class-attribute instance-attribute

Līgatne Municipality

LV_056 = 'LV-056' class-attribute instance-attribute

Līvāni Municipality

LV_057 = 'LV-057' class-attribute instance-attribute

Lubāna Municipality

LV_058 = 'LV-058' class-attribute instance-attribute

Ludza Municipality

LV_059 = 'LV-059' class-attribute instance-attribute

Madona Municipality

LV_060 = 'LV-060' class-attribute instance-attribute

Mazsalaca Municipality

LV_061 = 'LV-061' class-attribute instance-attribute

Mālpils Municipality

LV_062 = 'LV-062' class-attribute instance-attribute

Mārupe Municipality

LV_063 = 'LV-063' class-attribute instance-attribute

Mērsrags Municipality

LV_064 = 'LV-064' class-attribute instance-attribute

Naukšēni Municipality

LV_065 = 'LV-065' class-attribute instance-attribute

Nereta Municipality

LV_066 = 'LV-066' class-attribute instance-attribute

Nīca Municipality

LV_067 = 'LV-067' class-attribute instance-attribute

Ogre Municipality

LV_068 = 'LV-068' class-attribute instance-attribute

Olaine Municipality

LV_069 = 'LV-069' class-attribute instance-attribute

Ozolnieki Municipality

LV_070 = 'LV-070' class-attribute instance-attribute

Pārgauja Municipality

LV_071 = 'LV-071' class-attribute instance-attribute

Pāvilosta Municipality

LV_072 = 'LV-072' class-attribute instance-attribute

Pļaviņas Municipality

LV_073 = 'LV-073' class-attribute instance-attribute

Preiļi Municipality

LV_074 = 'LV-074' class-attribute instance-attribute

Priekule Municipality

LV_075 = 'LV-075' class-attribute instance-attribute

Priekuļi Municipality

LV_076 = 'LV-076' class-attribute instance-attribute

Rauna Municipality

LV_077 = 'LV-077' class-attribute instance-attribute

Rēzekne Municipality

LV_078 = 'LV-078' class-attribute instance-attribute

Riebiņi Municipality

LV_079 = 'LV-079' class-attribute instance-attribute

Roja Municipality

LV_080 = 'LV-080' class-attribute instance-attribute

Ropaži Municipality

LV_081 = 'LV-081' class-attribute instance-attribute

Rucava Municipality

LV_082 = 'LV-082' class-attribute instance-attribute

Rugāji Municipality

LV_083 = 'LV-083' class-attribute instance-attribute

Rundāle municipality

LV_084 = 'LV-084' class-attribute instance-attribute

Rūjiena Municipality

LV_085 = 'LV-085' class-attribute instance-attribute

Sala Municipality, Latvia

LV_086 = 'LV-086' class-attribute instance-attribute

Salacgrīva Municipality

LV_087 = 'LV-087' class-attribute instance-attribute

Salaspils Municipality

LV_088 = 'LV-088' class-attribute instance-attribute

Saldus Municipality

LV_089 = 'LV-089' class-attribute instance-attribute

Saulkrasti Municipality

LV_090 = 'LV-090' class-attribute instance-attribute

Sēja Municipality

LV_091 = 'LV-091' class-attribute instance-attribute

Sigulda Municipality

LV_092 = 'LV-092' class-attribute instance-attribute

Skrīveri Municipality

LV_093 = 'LV-093' class-attribute instance-attribute

Skrunda Municipality

LV_094 = 'LV-094' class-attribute instance-attribute

Smiltene Municipality

LV_095 = 'LV-095' class-attribute instance-attribute

Stopiņi Municipality

LV_096 = 'LV-096' class-attribute instance-attribute

Strenči Municipality

LV_097 = 'LV-097' class-attribute instance-attribute

Talsi Municipality

LV_098 = 'LV-098' class-attribute instance-attribute

Tērvete Municipality

LV_099 = 'LV-099' class-attribute instance-attribute

Tukums Municipality

LV_100 = 'LV-100' class-attribute instance-attribute

Vaiņode Municipality

LV_101 = 'LV-101' class-attribute instance-attribute

Valka Municipality

LV_102 = 'LV-102' class-attribute instance-attribute

Varakļāni Municipality

LV_103 = 'LV-103' class-attribute instance-attribute

Vārkava Municipality

LV_104 = 'LV-104' class-attribute instance-attribute

Vecpiebalga Municipality

LV_105 = 'LV-105' class-attribute instance-attribute

Vecumnieki Municipality

LV_106 = 'LV-106' class-attribute instance-attribute

Ventspils Municipality

LV_107 = 'LV-107' class-attribute instance-attribute

Viesīte Municipality

LV_108 = 'LV-108' class-attribute instance-attribute

Viļaka Municipality

LV_109 = 'LV-109' class-attribute instance-attribute

Viļāni Municipality

LV_110 = 'LV-110' class-attribute instance-attribute

Zilupe Municipality

LV_111 = 'LV-111' class-attribute instance-attribute

Augšdaugava Municipality

LV_112 = 'LV-112' class-attribute instance-attribute

South Kurzeme Municipality

LV_113 = 'LV-113' class-attribute instance-attribute

Valmiera Municipality

LV_DGV = 'LV-DGV' class-attribute instance-attribute

Daugavpils

LV_JEL = 'LV-JEL' class-attribute instance-attribute

Jelgava

LV_JKB = 'LV-JKB' class-attribute instance-attribute

Jēkabpils

LV_JUR = 'LV-JUR' class-attribute instance-attribute

Jūrmala

LV_LPX = 'LV-LPX' class-attribute instance-attribute

Liepāja

LV_REZ = 'LV-REZ' class-attribute instance-attribute

Rēzekne

LV_RIX = 'LV-RIX' class-attribute instance-attribute

Riga

LV_VEN = 'LV-VEN' class-attribute instance-attribute

Ventspils

LV_VMR = 'LV-VMR' class-attribute instance-attribute

Valmiera

LY_BA = 'LY-BA' class-attribute instance-attribute

Benghazi

LY_JA = 'LY-JA' class-attribute instance-attribute

Jabal al Akhdar district (Libya)

LY_WD = 'LY-WD' class-attribute instance-attribute

Wadi Al Hayaa

MA_01 = 'MA-01' class-attribute instance-attribute

Tanger-Tetouan-Al Hoceima

MA_02 = 'MA-02' class-attribute instance-attribute

Oriental Region

MA_03 = 'MA-03' class-attribute instance-attribute

Fès-Meknès

MA_04 = 'MA-04' class-attribute instance-attribute

Rabat-Salé-Kénitra

MA_05 = 'MA-05' class-attribute instance-attribute

Béni Mellal-Khénifra

MA_06 = 'MA-06' class-attribute instance-attribute

Casablanca-Settat

MA_07 = 'MA-07' class-attribute instance-attribute

Marrakech-Safi

MA_08 = 'MA-08' class-attribute instance-attribute

Drâa-Tafilalet

MA_09 = 'MA-09' class-attribute instance-attribute

Souss-Massa

MA_10 = 'MA-10' class-attribute instance-attribute

Guelmim-Oued Noun

MA_11 = 'MA-11' class-attribute instance-attribute

Marrakech-Tensift-El Haouz

MA_12 = 'MA-12' class-attribute instance-attribute

Dakhla-Oued Ed Dahab

MA_AGD = 'MA-AGD' class-attribute instance-attribute

Agadir Ida-Outanane Prefecture

MA_ASZ = 'MA-ASZ' class-attribute instance-attribute

Assa-Zag Province

MA_AZI = 'MA-AZI' class-attribute instance-attribute

Azilal Province

MA_BEM = 'MA-BEM' class-attribute instance-attribute

Béni Mellal Province

MA_BER = 'MA-BER' class-attribute instance-attribute

Berkane Province

MA_BOM = 'MA-BOM' class-attribute instance-attribute

Boulemane Province

MA_CAS = 'MA-CAS' class-attribute instance-attribute

Casablanca

MA_CHE = 'MA-CHE' class-attribute instance-attribute

Chefchaouen Province

MA_CHI = 'MA-CHI' class-attribute instance-attribute

Chichaoua

MA_CHT = 'MA-CHT' class-attribute instance-attribute

Chtouka-Aït Baha Province

MA_DRI = 'MA-DRI' class-attribute instance-attribute

Driouch Province

MA_ESI = 'MA-ESI' class-attribute instance-attribute

Essaouira Province

MA_FES = 'MA-FES' class-attribute instance-attribute

Fes

MA_FIG = 'MA-FIG' class-attribute instance-attribute

Figuig Province

MA_FQH = 'MA-FQH' class-attribute instance-attribute

Fquih Ben Salah Province

MA_GUE = 'MA-GUE' class-attribute instance-attribute

Guelmim

MA_GUF = 'MA-GUF' class-attribute instance-attribute

Guercif

MA_HAJ = 'MA-HAJ' class-attribute instance-attribute

El Hajeb Province

MA_HAO = 'MA-HAO' class-attribute instance-attribute

Al Haouz Province

MA_HOC = 'MA-HOC' class-attribute instance-attribute

Al Hoceima Province

MA_IFR = 'MA-IFR' class-attribute instance-attribute

Ifrane Province

MA_JDI = 'MA-JDI' class-attribute instance-attribute

El Jadida Province

MA_KEN = 'MA-KEN' class-attribute instance-attribute

Kenitra Province

MA_KES = 'MA-KES' class-attribute instance-attribute

El Kelâa des Sraghna Province

MA_KHE = 'MA-KHE' class-attribute instance-attribute

Khémisset Province

MA_KHN = 'MA-KHN' class-attribute instance-attribute

Khenifra Province

MA_KHO = 'MA-KHO' class-attribute instance-attribute

Khouribga Province

MA_LAR = 'MA-LAR' class-attribute instance-attribute

Larache Province

MA_MAR = 'MA-MAR' class-attribute instance-attribute

Marrakech

MA_MDF = 'MA-MDF' class-attribute instance-attribute

M'diq-Fnideq Prefecture

MA_MEK = 'MA-MEK' class-attribute instance-attribute

Meknes Prefecture

MA_MID = 'MA-MID' class-attribute instance-attribute

Midelt Province

MA_MOU = 'MA-MOU' class-attribute instance-attribute

Moulay Yaâcoub Province

MA_NAD = 'MA-NAD' class-attribute instance-attribute

Nador Province

MA_OUA = 'MA-OUA' class-attribute instance-attribute

Ouarzazate Province

MA_OUJ = 'MA-OUJ' class-attribute instance-attribute

Oujda

MA_OUZ = 'MA-OUZ' class-attribute instance-attribute

Ouezzane Province

MA_RAB = 'MA-RAB' class-attribute instance-attribute

Rabat Prefecture

MA_SAF = 'MA-SAF' class-attribute instance-attribute

Safi Province

MA_SAL = 'MA-SAL' class-attribute instance-attribute

Salé

MA_SEF = 'MA-SEF' class-attribute instance-attribute

Sefrou Province

MA_SIB = 'MA-SIB' class-attribute instance-attribute

Sidi Bennour Province

MA_SIF = 'MA-SIF' class-attribute instance-attribute

Sidi Ifni Province

MA_SIK = 'MA-SIK' class-attribute instance-attribute

Sidi Kacem Province

MA_SIL = 'MA-SIL' class-attribute instance-attribute

Sidi Slimane Province

MA_SKH = 'MA-SKH' class-attribute instance-attribute

Skhirate-Témara Prefecture

MA_TAI = 'MA-TAI' class-attribute instance-attribute

Taourirt Province

MA_TAO = 'MA-TAO' class-attribute instance-attribute

Taounate Province

MA_TAR = 'MA-TAR' class-attribute instance-attribute

Taroudant Province

MA_TAT = 'MA-TAT' class-attribute instance-attribute

Tata Province

MA_TAZ = 'MA-TAZ' class-attribute instance-attribute

Taza Province

MA_TET = 'MA-TET' class-attribute instance-attribute

Tetouan Province

MA_TIZ = 'MA-TIZ' class-attribute instance-attribute

Tiznit Province

MA_TNG = 'MA-TNG' class-attribute instance-attribute

Tangier-Assilah Prefecture

MA_TNT = 'MA-TNT' class-attribute instance-attribute

Tan-Tan Province

MA_YUS = 'MA-YUS' class-attribute instance-attribute

Youssoufia Province

MA_ZAG = 'MA-ZAG' class-attribute instance-attribute

Zagora Province

MC_CO = 'MC-CO' class-attribute instance-attribute

La Condamine

MC_FO = 'MC-FO' class-attribute instance-attribute

Fontvieille (Monaco)

MC_JE = 'MC-JE' class-attribute instance-attribute

Jardin Exotique (district)

MC_LA = 'MC-LA' class-attribute instance-attribute

Larvotto (Monaco)

MC_MC = 'MC-MC' class-attribute instance-attribute

Monte Carlo

MC_MG = 'MC-MG' class-attribute instance-attribute

Moneghetti

MC_MO = 'MC-MO' class-attribute instance-attribute

Monaco-Ville

MC_PH = 'MC-PH' class-attribute instance-attribute

Port Hercule

MC_SD = 'MC-SD' class-attribute instance-attribute

Ravin de Sainte-Dévote

MD_AN = 'MD-AN' class-attribute instance-attribute

Anenii Noi District

MD_BA = 'MD-BA' class-attribute instance-attribute

Bălți Municipality

MD_BR = 'MD-BR' class-attribute instance-attribute

Briceni District

MD_BS = 'MD-BS' class-attribute instance-attribute

Basarabeasca District

MD_CA = 'MD-CA' class-attribute instance-attribute

Cahul District

MD_CL = 'MD-CL' class-attribute instance-attribute

Călărași District

MD_CM = 'MD-CM' class-attribute instance-attribute

Cimișlia District

MD_CR = 'MD-CR' class-attribute instance-attribute

Criuleni District

MD_CS = 'MD-CS' class-attribute instance-attribute

Căușeni District

MD_CT = 'MD-CT' class-attribute instance-attribute

Cantemir District

MD_CU = 'MD-CU' class-attribute instance-attribute

Chișinău Municipality

MD_DO = 'MD-DO' class-attribute instance-attribute

Dondușeni District

MD_DR = 'MD-DR' class-attribute instance-attribute

Drochia District

MD_DU = 'MD-DU' class-attribute instance-attribute

Dubăsari District

MD_ED = 'MD-ED' class-attribute instance-attribute

Edineț District

MD_FA = 'MD-FA' class-attribute instance-attribute

Fălești District

MD_FL = 'MD-FL' class-attribute instance-attribute

Florești District

MD_GA = 'MD-GA' class-attribute instance-attribute

Gagauzia

MD_GL = 'MD-GL' class-attribute instance-attribute

Glodeni District

MD_HI = 'MD-HI' class-attribute instance-attribute

Hîncești District

MD_IA = 'MD-IA' class-attribute instance-attribute

Ialoveni District

MD_LE = 'MD-LE' class-attribute instance-attribute

Leova District

MD_NI = 'MD-NI' class-attribute instance-attribute

Nisporeni District

MD_OC = 'MD-OC' class-attribute instance-attribute

Ocnița District

MD_OR = 'MD-OR' class-attribute instance-attribute

Orhei District

MD_RE = 'MD-RE' class-attribute instance-attribute

Rezina District

MD_RI = 'MD-RI' class-attribute instance-attribute

Rîșcani District

MD_SD = 'MD-SD' class-attribute instance-attribute

Șoldănești District

MD_SI = 'MD-SI' class-attribute instance-attribute

Sîngerei District

MD_SN = 'MD-SN' class-attribute instance-attribute

Transnistria

MD_SO = 'MD-SO' class-attribute instance-attribute

Soroca District

MD_ST = 'MD-ST' class-attribute instance-attribute

Strășeni District

MD_SV = 'MD-SV' class-attribute instance-attribute

Ștefan Vodă District

MD_TA = 'MD-TA' class-attribute instance-attribute

Taraclia District

MD_TE = 'MD-TE' class-attribute instance-attribute

Telenești District

MD_UN = 'MD-UN' class-attribute instance-attribute

Ungheni District

ME_01 = 'ME-01' class-attribute instance-attribute

Andrijevica

ME_02 = 'ME-02' class-attribute instance-attribute

Bar, Montenegro

ME_03 = 'ME-03' class-attribute instance-attribute

Berane

ME_05 = 'ME-05' class-attribute instance-attribute

Budva

ME_06 = 'ME-06' class-attribute instance-attribute

Cetinje

ME_07 = 'ME-07' class-attribute instance-attribute

Danilovgrad

ME_11 = 'ME-11' class-attribute instance-attribute

Mojkovac

ME_12 = 'ME-12' class-attribute instance-attribute

Nikšić Municipality

ME_13 = 'ME-13' class-attribute instance-attribute

Plav

ME_14 = 'ME-14' class-attribute instance-attribute

Pljevlja Municipality

ME_17 = 'ME-17' class-attribute instance-attribute

Rožaje

ME_18 = 'ME-18' class-attribute instance-attribute

Šavnik Municipality

ME_19 = 'ME-19' class-attribute instance-attribute

Tivat

ME_22 = 'ME-22' class-attribute instance-attribute

Gusinje Municipality

MG_A = 'MG-A' class-attribute instance-attribute

Toamasina

MG_D = 'MG-D' class-attribute instance-attribute

Antsiranana

MG_F = 'MG-F' class-attribute instance-attribute

Fianarantsoa

MG_M = 'MG-M' class-attribute instance-attribute

Mahajanga Province

MG_T = 'MG-T' class-attribute instance-attribute

Antananarivo

MH_ALK = 'MH-ALK' class-attribute instance-attribute

Ailuk Atoll

MH_ALL = 'MH-ALL' class-attribute instance-attribute

Ailinglaplap Atoll

MH_ARN = 'MH-ARN' class-attribute instance-attribute

Arno Atoll

MH_EBO = 'MH-EBO' class-attribute instance-attribute

Ebon Atoll

MH_ENI = 'MH-ENI' class-attribute instance-attribute

Enewetak

MH_JAL = 'MH-JAL' class-attribute instance-attribute

Jaluit

MH_KWA = 'MH-KWA' class-attribute instance-attribute

Kwajalein

MH_LIK = 'MH-LIK' class-attribute instance-attribute

Likiep Atoll

MH_MAJ = 'MH-MAJ' class-attribute instance-attribute

Majuro

MH_MAL = 'MH-MAL' class-attribute instance-attribute

Maloelap Atoll

MH_NMK = 'MH-NMK' class-attribute instance-attribute

Namorik Atoll

MH_RON = 'MH-RON' class-attribute instance-attribute

Rongelap Atoll

MH_UTI = 'MH-UTI' class-attribute instance-attribute

Utirik

MH_WTJ = 'MH-WTJ' class-attribute instance-attribute

Wotje Atoll

MK_101 = 'MK-101' class-attribute instance-attribute

Veles Municipality

MK_102 = 'MK-102' class-attribute instance-attribute

Gradsko Municipality

MK_103 = 'MK-103' class-attribute instance-attribute

Demir Kapija Municipality

MK_104 = 'MK-104' class-attribute instance-attribute

Kavadarci Municipality

MK_105 = 'MK-105' class-attribute instance-attribute

Lozovo Municipality

MK_106 = 'MK-106' class-attribute instance-attribute

Negotino Municipality

MK_107 = 'MK-107' class-attribute instance-attribute

Rosoman Municipality

MK_108 = 'MK-108' class-attribute instance-attribute

Sveti Nikole Municipality

MK_109 = 'MK-109' class-attribute instance-attribute

Čaška Municipality

MK_15 = 'MK-15' class-attribute instance-attribute

Vraneštica Municipality

MK_201 = 'MK-201' class-attribute instance-attribute

Berovo Municipality

MK_202 = 'MK-202' class-attribute instance-attribute

Vinica Municipality

MK_203 = 'MK-203' class-attribute instance-attribute

Delčevo Municipality

MK_204 = 'MK-204' class-attribute instance-attribute

Zrnovci Municipality

MK_205 = 'MK-205' class-attribute instance-attribute

Karbinci Municipality

MK_206 = 'MK-206' class-attribute instance-attribute

Kočani Municipality

MK_207 = 'MK-207' class-attribute instance-attribute

Makedonska Kamenica Municipality

MK_208 = 'MK-208' class-attribute instance-attribute

Pehčevo Municipality

MK_209 = 'MK-209' class-attribute instance-attribute

Probištip Municipality

MK_210 = 'MK-210' class-attribute instance-attribute

Češinovo-Obleševo Municipality

MK_211 = 'MK-211' class-attribute instance-attribute

Štip Municipality

MK_28 = 'MK-28' class-attribute instance-attribute

Drugovo Municipality

MK_301 = 'MK-301' class-attribute instance-attribute

Vevčani Municipality

MK_303 = 'MK-303' class-attribute instance-attribute

Debar Municipality

MK_304 = 'MK-304' class-attribute instance-attribute

Debarca Municipality

MK_307 = 'MK-307' class-attribute instance-attribute

Kičevo Municipality

MK_308 = 'MK-308' class-attribute instance-attribute

Makedonski Brod Municipality

MK_31 = 'MK-31' class-attribute instance-attribute

Zajas Municipality

MK_310 = 'MK-310' class-attribute instance-attribute

Ohrid Municipality

MK_311 = 'MK-311' class-attribute instance-attribute

Plasnica Municipality

MK_312 = 'MK-312' class-attribute instance-attribute

Struga Municipality

MK_313 = 'MK-313' class-attribute instance-attribute

Centar Župa Municipality

MK_401 = 'MK-401' class-attribute instance-attribute

Bogdanci Municipality

MK_402 = 'MK-402' class-attribute instance-attribute

Bosilovo Municipality

MK_403 = 'MK-403' class-attribute instance-attribute

Valandovo Municipality

MK_404 = 'MK-404' class-attribute instance-attribute

Vasilevo Municipality

MK_405 = 'MK-405' class-attribute instance-attribute

Gevgelija Municipality

MK_406 = 'MK-406' class-attribute instance-attribute

Dojran Municipality

MK_407 = 'MK-407' class-attribute instance-attribute

Konče Municipality

MK_408 = 'MK-408' class-attribute instance-attribute

Novo Selo Municipality

MK_409 = 'MK-409' class-attribute instance-attribute

Radoviš Municipality

MK_410 = 'MK-410' class-attribute instance-attribute

Strumica Municipality

MK_47 = 'MK-47' class-attribute instance-attribute

Kumanovo

MK_501 = 'MK-501' class-attribute instance-attribute

Bitola Municipality

MK_502 = 'MK-502' class-attribute instance-attribute

Demir Hisar Municipality

MK_503 = 'MK-503' class-attribute instance-attribute

Dolneni Municipality

MK_504 = 'MK-504' class-attribute instance-attribute

Krivogaštani Municipality

MK_505 = 'MK-505' class-attribute instance-attribute

Kruševo Municipality

MK_506 = 'MK-506' class-attribute instance-attribute

Mogila Municipality

MK_507 = 'MK-507' class-attribute instance-attribute

Novaci Municipality

MK_508 = 'MK-508' class-attribute instance-attribute

Prilep Municipality

MK_509 = 'MK-509' class-attribute instance-attribute

Resen Municipality

MK_57 = 'MK-57' class-attribute instance-attribute

Oslomej Municipality

MK_601 = 'MK-601' class-attribute instance-attribute

Bogovinje Municipality

MK_602 = 'MK-602' class-attribute instance-attribute

Brvenica Municipality

MK_603 = 'MK-603' class-attribute instance-attribute

Vrapčište Municipality

MK_604 = 'MK-604' class-attribute instance-attribute

Gostivar Municipality

MK_605 = 'MK-605' class-attribute instance-attribute

Želino Municipality

MK_606 = 'MK-606' class-attribute instance-attribute

Jegunovce Municipality

MK_607 = 'MK-607' class-attribute instance-attribute

Mavrovo and Rostuša Municipality

MK_608 = 'MK-608' class-attribute instance-attribute

Tearce Municipality

MK_609 = 'MK-609' class-attribute instance-attribute

Tetovo Municipality

MK_701 = 'MK-701' class-attribute instance-attribute

Kratovo Municipality

MK_702 = 'MK-702' class-attribute instance-attribute

Kriva Palanka Municipality

MK_703 = 'MK-703' class-attribute instance-attribute

Kumanovo Municipality

MK_704 = 'MK-704' class-attribute instance-attribute

Lipkovo Municipality

MK_705 = 'MK-705' class-attribute instance-attribute

Rankovce Municipality

MK_706 = 'MK-706' class-attribute instance-attribute

Staro Nagoričane Municipality

MK_801 = 'MK-801' class-attribute instance-attribute

Aerodrom Municipality

MK_802 = 'MK-802' class-attribute instance-attribute

Aračinovo Municipality

MK_803 = 'MK-803' class-attribute instance-attribute

Butel Municipality

MK_804 = 'MK-804' class-attribute instance-attribute

Gazi Baba Municipality

MK_805 = 'MK-805' class-attribute instance-attribute

Ǵorče Petrov Municipality

MK_806 = 'MK-806' class-attribute instance-attribute

Zelenikovo Municipality

MK_807 = 'MK-807' class-attribute instance-attribute

Ilinden Municipality

MK_808 = 'MK-808' class-attribute instance-attribute

Karpoš Municipality

MK_809 = 'MK-809' class-attribute instance-attribute

Kisela Voda Municipality

MK_810 = 'MK-810' class-attribute instance-attribute

Petrovec Municipality

MK_811 = 'MK-811' class-attribute instance-attribute

Saraj Municipality

MK_812 = 'MK-812' class-attribute instance-attribute

Sopište Municipality

MK_813 = 'MK-813' class-attribute instance-attribute

Studeničani Municipality

MK_814 = 'MK-814' class-attribute instance-attribute

Centar Municipality

MK_815 = 'MK-815' class-attribute instance-attribute

Čair Municipality

MK_816 = 'MK-816' class-attribute instance-attribute

Čučer Sandevo Municipality

MK_817 = 'MK-817' class-attribute instance-attribute

Šuto Orizari Municipality

ML_1 = 'ML-1' class-attribute instance-attribute

Kayes Region

ML_10 = 'ML-10' class-attribute instance-attribute

Taoudénit Region

ML_2 = 'ML-2' class-attribute instance-attribute

Koulikoro Region

ML_3 = 'ML-3' class-attribute instance-attribute

Sikasso Region

ML_4 = 'ML-4' class-attribute instance-attribute

Ségou Region

ML_5 = 'ML-5' class-attribute instance-attribute

Mopti Region

ML_6 = 'ML-6' class-attribute instance-attribute

Tombouctou Region

ML_7 = 'ML-7' class-attribute instance-attribute

Gao Region

ML_8 = 'ML-8' class-attribute instance-attribute

Kidal Region

ML_BKO = 'ML-BKO' class-attribute instance-attribute

Bamako

MM_01 = 'MM-01' class-attribute instance-attribute

Sagaing Region

MM_02 = 'MM-02' class-attribute instance-attribute

Bago Region

MM_03 = 'MM-03' class-attribute instance-attribute

Magway Region

MM_04 = 'MM-04' class-attribute instance-attribute

Mandalay Region

MM_05 = 'MM-05' class-attribute instance-attribute

Tanintharyi Region

MM_06 = 'MM-06' class-attribute instance-attribute

Yangon

MM_07 = 'MM-07' class-attribute instance-attribute

Ayeyarwady Region

MM_11 = 'MM-11' class-attribute instance-attribute

Kachin State

MM_12 = 'MM-12' class-attribute instance-attribute

Kayah State

MM_13 = 'MM-13' class-attribute instance-attribute

Kayin State

MM_14 = 'MM-14' class-attribute instance-attribute

Chin State

MM_15 = 'MM-15' class-attribute instance-attribute

Mon State

MM_16 = 'MM-16' class-attribute instance-attribute

Rakhine State

MM_17 = 'MM-17' class-attribute instance-attribute

Shan State

MM_18 = 'MM-18' class-attribute instance-attribute

Naypyidaw Union Territory

MN_035 = 'MN-035' class-attribute instance-attribute

Orkhon Aimag

MN_037 = 'MN-037' class-attribute instance-attribute

Darkhan-Uul Aimag

MN_039 = 'MN-039' class-attribute instance-attribute

Khentii Aimag

MN_041 = 'MN-041' class-attribute instance-attribute

Khövsgöl Aimag

MN_043 = 'MN-043' class-attribute instance-attribute

Khovd Aimag

MN_046 = 'MN-046' class-attribute instance-attribute

Uvs Aimag

MN_047 = 'MN-047' class-attribute instance-attribute

Töv Aimag

MN_049 = 'MN-049' class-attribute instance-attribute

Selenge Aimag

MN_051 = 'MN-051' class-attribute instance-attribute

Sükhbaatar Aimag

MN_053 = 'MN-053' class-attribute instance-attribute

Ömnögovi Aimag

MN_055 = 'MN-055' class-attribute instance-attribute

Övörkhangai Aimag

MN_057 = 'MN-057' class-attribute instance-attribute

Zavkhan Aimag

MN_059 = 'MN-059' class-attribute instance-attribute

Dundgovi Aimag

MN_061 = 'MN-061' class-attribute instance-attribute

Dornod Aimag

MN_063 = 'MN-063' class-attribute instance-attribute

Dornogovi Aimag

MN_064 = 'MN-064' class-attribute instance-attribute

Govisümber Aimag

MN_065 = 'MN-065' class-attribute instance-attribute

Govi-Altai Aimag

MN_067 = 'MN-067' class-attribute instance-attribute

Bulgan Aimag

MN_069 = 'MN-069' class-attribute instance-attribute

Bayankhongor Aimag

MN_071 = 'MN-071' class-attribute instance-attribute

Bayan-Ölgii Aimag

MN_073 = 'MN-073' class-attribute instance-attribute

Arkhangai Aimag

MN_1 = 'MN-1' class-attribute instance-attribute

Ulaanbaatar

MR_01 = 'MR-01' class-attribute instance-attribute

Hodh Ech Chargui

MR_02 = 'MR-02' class-attribute instance-attribute

Hodh El Gharbi

MR_03 = 'MR-03' class-attribute instance-attribute

Assaba

MR_04 = 'MR-04' class-attribute instance-attribute

Gorgol

MR_05 = 'MR-05' class-attribute instance-attribute

Brakna

MR_06 = 'MR-06' class-attribute instance-attribute

Trarza

MR_07 = 'MR-07' class-attribute instance-attribute

Adrar Region

MR_08 = 'MR-08' class-attribute instance-attribute

Dakhlet Nouadhibou

MR_09 = 'MR-09' class-attribute instance-attribute

Tagant

MR_10 = 'MR-10' class-attribute instance-attribute

Guidimaka

MR_11 = 'MR-11' class-attribute instance-attribute

Tiris Zemmour Region

MR_12 = 'MR-12' class-attribute instance-attribute

Inchiri Region

MR_NKC = 'MR-NKC' class-attribute instance-attribute

Nouakchott

MT_01 = 'MT-01' class-attribute instance-attribute

Attard

MT_02 = 'MT-02' class-attribute instance-attribute

Balzan

MT_03 = 'MT-03' class-attribute instance-attribute

Birgu

MT_04 = 'MT-04' class-attribute instance-attribute

Birkirkara

MT_05 = 'MT-05' class-attribute instance-attribute

Birżebbuġa

MT_06 = 'MT-06' class-attribute instance-attribute

Cospicua

MT_07 = 'MT-07' class-attribute instance-attribute

Dingli

MT_08 = 'MT-08' class-attribute instance-attribute

Fgura

MT_09 = 'MT-09' class-attribute instance-attribute

Floriana

MT_10 = 'MT-10' class-attribute instance-attribute

Fontana, Gozo

MT_11 = 'MT-11' class-attribute instance-attribute

Gudja

MT_12 = 'MT-12' class-attribute instance-attribute

Gżira

MT_13 = 'MT-13' class-attribute instance-attribute

Għajnsielem

MT_14 = 'MT-14' class-attribute instance-attribute

Għarb

MT_15 = 'MT-15' class-attribute instance-attribute

Għargħur

MT_16 = 'MT-16' class-attribute instance-attribute

Għasri

MT_17 = 'MT-17' class-attribute instance-attribute

Għaxaq

MT_18 = 'MT-18' class-attribute instance-attribute

Ħamrun

MT_19 = 'MT-19' class-attribute instance-attribute

Iklin

MT_20 = 'MT-20' class-attribute instance-attribute

Senglea

MT_21 = 'MT-21' class-attribute instance-attribute

Kalkara

MT_22 = 'MT-22' class-attribute instance-attribute

Kerċem

MT_23 = 'MT-23' class-attribute instance-attribute

Kirkop

MT_24 = 'MT-24' class-attribute instance-attribute

Lija

MT_25 = 'MT-25' class-attribute instance-attribute

Luqa

MT_26 = 'MT-26' class-attribute instance-attribute

Marsa (Malta)

MT_27 = 'MT-27' class-attribute instance-attribute

Marsaskala

MT_28 = 'MT-28' class-attribute instance-attribute

Marsaxlokk

MT_29 = 'MT-29' class-attribute instance-attribute

Mdina

MT_30 = 'MT-30' class-attribute instance-attribute

Mellieħa

MT_31 = 'MT-31' class-attribute instance-attribute

Mġarr

MT_32 = 'MT-32' class-attribute instance-attribute

Mosta

MT_33 = 'MT-33' class-attribute instance-attribute

Mqabba

MT_34 = 'MT-34' class-attribute instance-attribute

Msida

MT_35 = 'MT-35' class-attribute instance-attribute

Mtarfa

MT_36 = 'MT-36' class-attribute instance-attribute

Munxar

MT_37 = 'MT-37' class-attribute instance-attribute

Nadur

MT_38 = 'MT-38' class-attribute instance-attribute

Naxxar

MT_39 = 'MT-39' class-attribute instance-attribute

Paola, Malta

MT_40 = 'MT-40' class-attribute instance-attribute

Pembroke, Malta

MT_41 = 'MT-41' class-attribute instance-attribute

Pietà, Malta

MT_42 = 'MT-42' class-attribute instance-attribute

Qala

MT_43 = 'MT-43' class-attribute instance-attribute

Qormi

MT_44 = 'MT-44' class-attribute instance-attribute

Qrendi

MT_45 = 'MT-45' class-attribute instance-attribute

Victoria, Gozo

MT_46 = 'MT-46' class-attribute instance-attribute

Rabat, Malta

MT_47 = 'MT-47' class-attribute instance-attribute

Safi (Malta)

MT_48 = 'MT-48' class-attribute instance-attribute

St. Julian's

MT_49 = 'MT-49' class-attribute instance-attribute

San Ġwann

MT_50 = 'MT-50' class-attribute instance-attribute

San Lawrenz

MT_51 = 'MT-51' class-attribute instance-attribute

St. Paul's Bay

MT_52 = 'MT-52' class-attribute instance-attribute

Sannat

MT_53 = 'MT-53' class-attribute instance-attribute

Santa Luċija

MT_54 = 'MT-54' class-attribute instance-attribute

Santa Venera

MT_55 = 'MT-55' class-attribute instance-attribute

Siġġiewi

MT_56 = 'MT-56' class-attribute instance-attribute

Sliema

MT_57 = 'MT-57' class-attribute instance-attribute

Swieqi

MT_58 = 'MT-58' class-attribute instance-attribute

Ta' Xbiex

MT_59 = 'MT-59' class-attribute instance-attribute

Tarxien

MT_60 = 'MT-60' class-attribute instance-attribute

Valletta

MT_61 = 'MT-61' class-attribute instance-attribute

Xagħra

MT_62 = 'MT-62' class-attribute instance-attribute

Xewkija

MT_63 = 'MT-63' class-attribute instance-attribute

Xgħajra

MT_64 = 'MT-64' class-attribute instance-attribute

Żabbar

MT_65 = 'MT-65' class-attribute instance-attribute

Żebbuġ, Gozo

MT_66 = 'MT-66' class-attribute instance-attribute

Żebbuġ, Malta

MT_67 = 'MT-67' class-attribute instance-attribute

Żejtun

MT_68 = 'MT-68' class-attribute instance-attribute

Żurrieq

MU_AG = 'MU-AG' class-attribute instance-attribute

Agalega Islands

MU_BL = 'MU-BL' class-attribute instance-attribute

Rivière Noire District

MU_CC = 'MU-CC' class-attribute instance-attribute

Cargados Carajos Shoals

MU_FL = 'MU-FL' class-attribute instance-attribute

Flacq District

MU_GP = 'MU-GP' class-attribute instance-attribute

Grand Port District

MU_MO = 'MU-MO' class-attribute instance-attribute

Moka District

MU_PA = 'MU-PA' class-attribute instance-attribute

Pamplemousses District

MU_PL = 'MU-PL' class-attribute instance-attribute

Port Louis District

MU_PW = 'MU-PW' class-attribute instance-attribute

Plaines Wilhems District

MU_RO = 'MU-RO' class-attribute instance-attribute

Rodrigues

MU_RR = 'MU-RR' class-attribute instance-attribute

Rivière du Rempart District

MU_SA = 'MU-SA' class-attribute instance-attribute

Savanne District

MV_00 = 'MV-00' class-attribute instance-attribute

Alif Dhaalu-South Ari Atoll

MV_01 = 'MV-01' class-attribute instance-attribute

Addu Atoll

MV_02 = 'MV-02' class-attribute instance-attribute

Alif Alif-North Ari Atoll

MV_05 = 'MV-05' class-attribute instance-attribute

Laamu-Haddhunmathi Atoll

MV_13 = 'MV-13' class-attribute instance-attribute

Raa-North Maalhosmadulu Atoll

MV_24 = 'MV-24' class-attribute instance-attribute

Shaviyani-North Miladhunmadulu Atoll

MV_25 = 'MV-25' class-attribute instance-attribute

Noonu-South Miladhunmadulu Atoll

MV_26 = 'MV-26' class-attribute instance-attribute

Kaafu-Malé Atoll

MV_MLE = 'MV-MLE' class-attribute instance-attribute

Malé

MW_KS = 'MW-KS' class-attribute instance-attribute

Kasungu district

MW_MG = 'MW-MG' class-attribute instance-attribute

Mangochi District

MW_MH = 'MW-MH' class-attribute instance-attribute

Machinga district

MW_MZ = 'MW-MZ' class-attribute instance-attribute

Mzimba district

MW_NB = 'MW-NB' class-attribute instance-attribute

Nkhata Bay

MW_PH = 'MW-PH' class-attribute instance-attribute

Phalombe District

MW_RU = 'MW-RU' class-attribute instance-attribute

Rumphi District

MW_SA = 'MW-SA' class-attribute instance-attribute

Salima District

MX_AGU = 'MX-AGU' class-attribute instance-attribute

Aguascalientes

MX_BCN = 'MX-BCN' class-attribute instance-attribute

Baja California

MX_BCS = 'MX-BCS' class-attribute instance-attribute

Baja California Sur

MX_CAM = 'MX-CAM' class-attribute instance-attribute

Campeche

MX_CHH = 'MX-CHH' class-attribute instance-attribute

Chihuahua (state)

MX_CHP = 'MX-CHP' class-attribute instance-attribute

Chiapas

MX_CMX = 'MX-CMX' class-attribute instance-attribute

Mexico City

MX_COA = 'MX-COA' class-attribute instance-attribute

Coahuila

MX_COL = 'MX-COL' class-attribute instance-attribute

Colima

MX_DUR = 'MX-DUR' class-attribute instance-attribute

Durango

MX_GRO = 'MX-GRO' class-attribute instance-attribute

Guerrero

MX_GUA = 'MX-GUA' class-attribute instance-attribute

Guanajuato

MX_HID = 'MX-HID' class-attribute instance-attribute

Hidalgo

MX_JAL = 'MX-JAL' class-attribute instance-attribute

Jalisco

MX_JA_GDL = 'MX-JA-GDL' class-attribute instance-attribute

Guadalajara, Mexico

MX_MEX = 'MX-MEX' class-attribute instance-attribute

Mexico (state)

MX_MIC = 'MX-MIC' class-attribute instance-attribute

Michoacán

MX_MOR = 'MX-MOR' class-attribute instance-attribute

Morelos

MX_NAY = 'MX-NAY' class-attribute instance-attribute

Nayarit

MX_NLE = 'MX-NLE' class-attribute instance-attribute

Nuevo León

MX_OAX = 'MX-OAX' class-attribute instance-attribute

Oaxaca

MX_PUE = 'MX-PUE' class-attribute instance-attribute

Puebla

MX_QUE = 'MX-QUE' class-attribute instance-attribute

Querétaro

MX_ROO = 'MX-ROO' class-attribute instance-attribute

Quintana Roo

MX_SIN = 'MX-SIN' class-attribute instance-attribute

Sinaloa

MX_SLP = 'MX-SLP' class-attribute instance-attribute

San Luis Potosí

MX_SON = 'MX-SON' class-attribute instance-attribute

Sonora

MX_TAB = 'MX-TAB' class-attribute instance-attribute

Tabasco

MX_TAM = 'MX-TAM' class-attribute instance-attribute

Tamaulipas

MX_TLA = 'MX-TLA' class-attribute instance-attribute

Tlaxcala

MX_VER = 'MX-VER' class-attribute instance-attribute

Veracruz

MX_YUC = 'MX-YUC' class-attribute instance-attribute

Yucatán

MX_ZAC = 'MX-ZAC' class-attribute instance-attribute

Zacatecas

MY_01 = 'MY-01' class-attribute instance-attribute

Johor

MY_02 = 'MY-02' class-attribute instance-attribute

Kedah

MY_03 = 'MY-03' class-attribute instance-attribute

Kelantan

MY_04 = 'MY-04' class-attribute instance-attribute

Melaka

MY_05 = 'MY-05' class-attribute instance-attribute

Negeri Sembilan

MY_06 = 'MY-06' class-attribute instance-attribute

Pahang

MY_07 = 'MY-07' class-attribute instance-attribute

Penang

MY_08 = 'MY-08' class-attribute instance-attribute

Perak

MY_09 = 'MY-09' class-attribute instance-attribute

Perlis

MY_10 = 'MY-10' class-attribute instance-attribute

Selangor

MY_11 = 'MY-11' class-attribute instance-attribute

Terengganu

MY_12 = 'MY-12' class-attribute instance-attribute

Sabah

MY_13 = 'MY-13' class-attribute instance-attribute

Sarawak

MY_14 = 'MY-14' class-attribute instance-attribute

Kuala Lumpur

MY_15 = 'MY-15' class-attribute instance-attribute

Labuan

MY_16 = 'MY-16' class-attribute instance-attribute

Putrajaya

MZ_A = 'MZ-A' class-attribute instance-attribute

Niassa Province

MZ_B = 'MZ-B' class-attribute instance-attribute

Manica Province

MZ_G = 'MZ-G' class-attribute instance-attribute

Gaza Province

MZ_I = 'MZ-I' class-attribute instance-attribute

Inhambane Province

MZ_L = 'MZ-L' class-attribute instance-attribute

Maputo Province

MZ_MPM = 'MZ-MPM' class-attribute instance-attribute

Maputo

MZ_N = 'MZ-N' class-attribute instance-attribute

Nampula Province

MZ_P = 'MZ-P' class-attribute instance-attribute

Cabo Delgado Province

MZ_Q = 'MZ-Q' class-attribute instance-attribute

Zambézia Province

MZ_S = 'MZ-S' class-attribute instance-attribute

Sofala Province

MZ_T = 'MZ-T' class-attribute instance-attribute

Tete Province

NA_CA = 'NA-CA' class-attribute instance-attribute

Zambezi, Namibia

NA_ER = 'NA-ER' class-attribute instance-attribute

Erongo

NA_HA = 'NA-HA' class-attribute instance-attribute

Hardap

NA_KA = 'NA-KA' class-attribute instance-attribute

Karas

NA_KH = 'NA-KH' class-attribute instance-attribute

Khomas

NA_KU = 'NA-KU' class-attribute instance-attribute

Kunene

NA_OD = 'NA-OD' class-attribute instance-attribute

Otjozondjupa

NA_OH = 'NA-OH' class-attribute instance-attribute

Omaheke

NA_OK = 'NA-OK' class-attribute instance-attribute

Kavango

NA_ON = 'NA-ON' class-attribute instance-attribute

Oshana

NA_OS = 'NA-OS' class-attribute instance-attribute

Omusati

NA_OT = 'NA-OT' class-attribute instance-attribute

Oshikoto

NA_OW = 'NA-OW' class-attribute instance-attribute

Ohangwena

NE_1 = 'NE-1' class-attribute instance-attribute

Agadez Region

NE_2 = 'NE-2' class-attribute instance-attribute

Diffa Region

NE_3 = 'NE-3' class-attribute instance-attribute

Dosso Region

NE_4 = 'NE-4' class-attribute instance-attribute

Maradi Region

NE_5 = 'NE-5' class-attribute instance-attribute

Tahoua Region

NE_6 = 'NE-6' class-attribute instance-attribute

Tillabéri Region

NE_7 = 'NE-7' class-attribute instance-attribute

Zinder Region

NE_8 = 'NE-8' class-attribute instance-attribute

Niamey

NG_AB = 'NG-AB' class-attribute instance-attribute

Abia State, Nigeria

NG_AD = 'NG-AD' class-attribute instance-attribute

Adamawa State

NG_AK = 'NG-AK' class-attribute instance-attribute

Akwa Ibom State

NG_AN = 'NG-AN' class-attribute instance-attribute

Anambra State

NG_BA = 'NG-BA' class-attribute instance-attribute

Bauchi State

NG_BE = 'NG-BE' class-attribute instance-attribute

Benue State

NG_BO = 'NG-BO' class-attribute instance-attribute

Borno State

NG_BY = 'NG-BY' class-attribute instance-attribute

Bayelsa State

NG_CR = 'NG-CR' class-attribute instance-attribute

Cross River State

NG_DE = 'NG-DE' class-attribute instance-attribute

Delta State, Nigeria

NG_ED = 'NG-ED' class-attribute instance-attribute

Edo State

NG_EK = 'NG-EK' class-attribute instance-attribute

Ekiti State

NG_EN = 'NG-EN' class-attribute instance-attribute

Enugu State

NG_FC = 'NG-FC' class-attribute instance-attribute

Federal Capital Territory (Nigeria)

NG_GO = 'NG-GO' class-attribute instance-attribute

Gombe State

NG_JI = 'NG-JI' class-attribute instance-attribute

Jigawa State

NG_KD = 'NG-KD' class-attribute instance-attribute

Kaduna State

NG_KN = 'NG-KN' class-attribute instance-attribute

Kano State

NG_KO = 'NG-KO' class-attribute instance-attribute

Kogi State

NG_KT = 'NG-KT' class-attribute instance-attribute

Katsina State

NG_LA = 'NG-LA' class-attribute instance-attribute

Lagos State, Nigeria

NG_NA = 'NG-NA' class-attribute instance-attribute

Nasarawa State

NG_NI = 'NG-NI' class-attribute instance-attribute

Niger State

NG_OG = 'NG-OG' class-attribute instance-attribute

Ogun State

NG_ON = 'NG-ON' class-attribute instance-attribute

Ondo State

NG_OS = 'NG-OS' class-attribute instance-attribute

Osun State

NG_OY = 'NG-OY' class-attribute instance-attribute

Oyo State

NG_PL = 'NG-PL' class-attribute instance-attribute

Plateau State

NG_RI = 'NG-RI' class-attribute instance-attribute

Rivers State

NG_SO = 'NG-SO' class-attribute instance-attribute

Sokoto State

NG_TA = 'NG-TA' class-attribute instance-attribute

Taraba State

NG_ZA = 'NG-ZA' class-attribute instance-attribute

Zamfara State

NI_AN = 'NI-AN' class-attribute instance-attribute

North Caribbean Coast Autonomous Region

NI_AS = 'NI-AS' class-attribute instance-attribute

South Caribbean Coast Autonomous Region

NI_BO = 'NI-BO' class-attribute instance-attribute

Boaco Department

NI_CA = 'NI-CA' class-attribute instance-attribute

Carazo Department

NI_CI = 'NI-CI' class-attribute instance-attribute

Chinandega Department

NI_CO = 'NI-CO' class-attribute instance-attribute

Chontales Department

NI_ES = 'NI-ES' class-attribute instance-attribute

Estelí Department

NI_GR = 'NI-GR' class-attribute instance-attribute

Granada Department

NI_JI = 'NI-JI' class-attribute instance-attribute

Jinotega Department

NI_LE = 'NI-LE' class-attribute instance-attribute

León Department

NI_MD = 'NI-MD' class-attribute instance-attribute

Madriz Department

NI_MN = 'NI-MN' class-attribute instance-attribute

Managua Department

NI_MS = 'NI-MS' class-attribute instance-attribute

Masaya Department

NI_MT = 'NI-MT' class-attribute instance-attribute

Matagalpa Department

NI_NS = 'NI-NS' class-attribute instance-attribute

Nueva Segovia Department

NI_RI = 'NI-RI' class-attribute instance-attribute

Rivas Department

NI_SJ = 'NI-SJ' class-attribute instance-attribute

Río San Juan Department

NL_AW = 'NL-AW' class-attribute instance-attribute

Aruba

NL_BQ1 = 'NL-BQ1' class-attribute instance-attribute

Bonaire

NL_BQ2 = 'NL-BQ2' class-attribute instance-attribute

Saba

NL_CW = 'NL-CW' class-attribute instance-attribute

Curaçao

NL_DR = 'NL-DR' class-attribute instance-attribute

Drenthe

NL_FL = 'NL-FL' class-attribute instance-attribute

Flevoland

NL_FR = 'NL-FR' class-attribute instance-attribute

Friesland

NL_GE = 'NL-GE' class-attribute instance-attribute

Gelderland

NL_GR = 'NL-GR' class-attribute instance-attribute

Groningen (province)

NL_LI = 'NL-LI' class-attribute instance-attribute

Limburg (Netherlands)

NL_NB = 'NL-NB' class-attribute instance-attribute

North Brabant

NL_NH = 'NL-NH' class-attribute instance-attribute

North Holland

NL_OV = 'NL-OV' class-attribute instance-attribute

Overijssel

NL_SX = 'NL-SX' class-attribute instance-attribute

Sint Maarten, Dutch Caribbean

NL_UT = 'NL-UT' class-attribute instance-attribute

Utrecht (province)

NL_ZE = 'NL-ZE' class-attribute instance-attribute

Zeeland

NL_ZH = 'NL-ZH' class-attribute instance-attribute

South Holland

NO_03 = 'NO-03' class-attribute instance-attribute

Oslo

NO_04 = 'NO-04' class-attribute instance-attribute

Hedmark

NO_05 = 'NO-05' class-attribute instance-attribute

Oppland

NO_09 = 'NO-09' class-attribute instance-attribute

Aust-Agder

NO_10 = 'NO-10' class-attribute instance-attribute

Vest-Agder

NO_11 = 'NO-11' class-attribute instance-attribute

Rogaland

NO_12 = 'NO-12' class-attribute instance-attribute

Hordaland

NO_14 = 'NO-14' class-attribute instance-attribute

Sogn og Fjordane

NO_15 = 'NO-15' class-attribute instance-attribute

Møre og Romsdal

NO_16 = 'NO-16' class-attribute instance-attribute

Sør-Trøndelag

NO_17 = 'NO-17' class-attribute instance-attribute

Nord-Trøndelag

NO_18 = 'NO-18' class-attribute instance-attribute

Nordland

NO_21 = 'NO-21' class-attribute instance-attribute

Svalbard

NO_22 = 'NO-22' class-attribute instance-attribute

Jan Mayen

NO_30 = 'NO-30' class-attribute instance-attribute

Viken (county)

NO_31 = 'NO-31' class-attribute instance-attribute

Østfold

NO_32 = 'NO-32' class-attribute instance-attribute

Akershus

NO_33 = 'NO-33' class-attribute instance-attribute

Buskerud

NO_34 = 'NO-34' class-attribute instance-attribute

Innlandet

NO_38 = 'NO-38' class-attribute instance-attribute

Vestfold og Telemark

NO_39 = 'NO-39' class-attribute instance-attribute

Vestfold

NO_3905 = 'NO-3905' class-attribute instance-attribute

Tønsberg

NO_40 = 'NO-40' class-attribute instance-attribute

Telemark

NO_42 = 'NO-42' class-attribute instance-attribute

Agder

NO_46 = 'NO-46' class-attribute instance-attribute

Vestland

NO_50 = 'NO-50' class-attribute instance-attribute

Trøndelag

NO_54 = 'NO-54' class-attribute instance-attribute

Troms og Finnmark

NO_55 = 'NO-55' class-attribute instance-attribute

Troms

NO_56 = 'NO-56' class-attribute instance-attribute

Finnmark

NP_1 = 'NP-1' class-attribute instance-attribute

Central Development Region, Nepal

NP_2 = 'NP-2' class-attribute instance-attribute

Mid-Western Development Region, Nepal

NP_3 = 'NP-3' class-attribute instance-attribute

Western Development Region, Nepal

NP_4 = 'NP-4' class-attribute instance-attribute

Eastern Development Region, Nepal

NP_5 = 'NP-5' class-attribute instance-attribute

Far-Western Development Region, Nepal

NP_BA = 'NP-BA' class-attribute instance-attribute

Bagmati Zone

NP_BH = 'NP-BH' class-attribute instance-attribute

Bheri Zone

NP_DH = 'NP-DH' class-attribute instance-attribute

Dhawalagiri Zone

NP_GA = 'NP-GA' class-attribute instance-attribute

Gandaki Zone

NP_JA = 'NP-JA' class-attribute instance-attribute

Janakpur Zone

NP_KA = 'NP-KA' class-attribute instance-attribute

Karnali Zone

NP_KO = 'NP-KO' class-attribute instance-attribute

Kosi Zone

NP_LU = 'NP-LU' class-attribute instance-attribute

Lumbini Zone

NP_MA = 'NP-MA' class-attribute instance-attribute

Mahakali Zone

NP_ME = 'NP-ME' class-attribute instance-attribute

Mechi Zone

NP_NA = 'NP-NA' class-attribute instance-attribute

Narayani Zone

NP_P1 = 'NP-P1' class-attribute instance-attribute

Koshi Pradesh

NP_P2 = 'NP-P2' class-attribute instance-attribute

Madhesh Province

NP_P5 = 'NP-P5' class-attribute instance-attribute

Lumbini Pradesh

NP_P6 = 'NP-P6' class-attribute instance-attribute

Karnali Pradesh

NP_P7 = 'NP-P7' class-attribute instance-attribute

Sudurpashchim Pradesh

NP_RA = 'NP-RA' class-attribute instance-attribute

Rapti Zone

NP_SA = 'NP-SA' class-attribute instance-attribute

Sagarmatha Zone

NP_SE = 'NP-SE' class-attribute instance-attribute

Seti Zone

NR_01 = 'NR-01' class-attribute instance-attribute

Aiwo

NR_02 = 'NR-02' class-attribute instance-attribute

Anabar

NR_03 = 'NR-03' class-attribute instance-attribute

Anetan

NR_04 = 'NR-04' class-attribute instance-attribute

Anibare

NR_05 = 'NR-05' class-attribute instance-attribute

Baiti

NR_06 = 'NR-06' class-attribute instance-attribute

Boe

NR_07 = 'NR-07' class-attribute instance-attribute

Buada

NR_08 = 'NR-08' class-attribute instance-attribute

Denigomodu

NR_09 = 'NR-09' class-attribute instance-attribute

Ewa District, Nauru

NR_10 = 'NR-10' class-attribute instance-attribute

Ijuw

NR_11 = 'NR-11' class-attribute instance-attribute

Meneng

NR_12 = 'NR-12' class-attribute instance-attribute

Nibok

NR_13 = 'NR-13' class-attribute instance-attribute

Uaboe

NR_14 = 'NR-14' class-attribute instance-attribute

Yaren

NZ_AUK = 'NZ-AUK' class-attribute instance-attribute

Auckland Region

NZ_BOP = 'NZ-BOP' class-attribute instance-attribute

Bay of Plenty Region

NZ_CAN = 'NZ-CAN' class-attribute instance-attribute

Canterbury Region

NZ_CIT = 'NZ-CIT' class-attribute instance-attribute

Chatham Islands

NZ_GIS = 'NZ-GIS' class-attribute instance-attribute

Gisborne District

NZ_HKB = 'NZ-HKB' class-attribute instance-attribute

Hawke's Bay Region

NZ_MBH = 'NZ-MBH' class-attribute instance-attribute

Marlborough District

NZ_MWT = 'NZ-MWT' class-attribute instance-attribute

Manawatū-Whanganui Region

NZ_N = 'NZ-N' class-attribute instance-attribute

North Island, New Zealand

NZ_NSN = 'NZ-NSN' class-attribute instance-attribute

Nelson Region

NZ_NTL = 'NZ-NTL' class-attribute instance-attribute

Northland Region

NZ_OTA = 'NZ-OTA' class-attribute instance-attribute

Otago Region

NZ_S = 'NZ-S' class-attribute instance-attribute

South Island, New Zealand

NZ_STL = 'NZ-STL' class-attribute instance-attribute

Southland Region

NZ_TAS = 'NZ-TAS' class-attribute instance-attribute

Tasman Region

NZ_TKI = 'NZ-TKI' class-attribute instance-attribute

Taranaki Region

NZ_WGN = 'NZ-WGN' class-attribute instance-attribute

Wellington Region

NZ_WKO = 'NZ-WKO' class-attribute instance-attribute

Waikato Region

NZ_WTC = 'NZ-WTC' class-attribute instance-attribute

West Coast Region

OM_BA = 'OM-BA' class-attribute instance-attribute

Al-Batinah Region, Oman

OM_DA = 'OM-DA' class-attribute instance-attribute

Ad-Dakhiliyyah Governorate, Oman

OM_MA = 'OM-MA' class-attribute instance-attribute

Muscat Governorate

OM_MU = 'OM-MU' class-attribute instance-attribute

Musandam

OM_SH = 'OM-SH' class-attribute instance-attribute

Ash-Sharqiyyah Region, Oman

OM_WU = 'OM-WU' class-attribute instance-attribute

Al-Wusta Governorate, Oman

OM_ZU = 'OM-ZU' class-attribute instance-attribute

Dhofar

PA_1 = 'PA-1' class-attribute instance-attribute

Bocas del Toro Province

PA_10 = 'PA-10' class-attribute instance-attribute

Panamá Oeste Province

PA_2 = 'PA-2' class-attribute instance-attribute

Coclé Province

PA_3 = 'PA-3' class-attribute instance-attribute

Colón Province

PA_4 = 'PA-4' class-attribute instance-attribute

Chiriquí Province

PA_5 = 'PA-5' class-attribute instance-attribute

Darién Province

PA_6 = 'PA-6' class-attribute instance-attribute

Herrera Province

PA_7 = 'PA-7' class-attribute instance-attribute

Los Santos Province

PA_8 = 'PA-8' class-attribute instance-attribute

Panamá Province

PA_9 = 'PA-9' class-attribute instance-attribute

Veraguas Province

PA_EM = 'PA-EM' class-attribute instance-attribute

Embera

PA_KY = 'PA-KY' class-attribute instance-attribute

Kuna Yala

PA_NB = 'PA-NB' class-attribute instance-attribute

Ngöbe Buglé

PA_NT = 'PA-NT' class-attribute instance-attribute

Naso Tjër Di

PE_AMA = 'PE-AMA' class-attribute instance-attribute

Amazonas Region

PE_ANC = 'PE-ANC' class-attribute instance-attribute

Ancash Region

PE_APU = 'PE-APU' class-attribute instance-attribute

Apurímac Region

PE_ARE = 'PE-ARE' class-attribute instance-attribute

Arequipa Region

PE_AYA = 'PE-AYA' class-attribute instance-attribute

Ayacucho Region

PE_CAJ = 'PE-CAJ' class-attribute instance-attribute

Cajamarca Region

PE_CAL = 'PE-CAL' class-attribute instance-attribute

Callao Region

PE_CUS = 'PE-CUS' class-attribute instance-attribute

Cusco Region

PE_HUC = 'PE-HUC' class-attribute instance-attribute

Huánuco Region

PE_HUV = 'PE-HUV' class-attribute instance-attribute

Huancavelica Region

PE_ICA = 'PE-ICA' class-attribute instance-attribute

Ica Region

PE_JUN = 'PE-JUN' class-attribute instance-attribute

Junín Region

PE_LAL = 'PE-LAL' class-attribute instance-attribute

La Libertad Region

PE_LAM = 'PE-LAM' class-attribute instance-attribute

Lambayeque Region

PE_LIM = 'PE-LIM' class-attribute instance-attribute

Lima Region

PE_LMA = 'PE-LMA' class-attribute instance-attribute

Lima Province

PE_LOR = 'PE-LOR' class-attribute instance-attribute

Loreto Region

PE_MDD = 'PE-MDD' class-attribute instance-attribute

Madre de Dios Region

PE_MOQ = 'PE-MOQ' class-attribute instance-attribute

Moquegua Region

PE_PAS = 'PE-PAS' class-attribute instance-attribute

Pasco Region

PE_PIU = 'PE-PIU' class-attribute instance-attribute

Piura Region

PE_PUN = 'PE-PUN' class-attribute instance-attribute

Puno Region

PE_SAM = 'PE-SAM' class-attribute instance-attribute

San Martín Region

PE_TAC = 'PE-TAC' class-attribute instance-attribute

Tacna Region

PE_TUM = 'PE-TUM' class-attribute instance-attribute

Tumbes Region

PE_UCA = 'PE-UCA' class-attribute instance-attribute

Ucayali Region

PG_CPK = 'PG-CPK' class-attribute instance-attribute

Chimbu Province

PG_CPM = 'PG-CPM' class-attribute instance-attribute

Central Province (Papua New Guinea)

PG_EBR = 'PG-EBR' class-attribute instance-attribute

East New Britain Province

PG_EHG = 'PG-EHG' class-attribute instance-attribute

Eastern Highlands Province

PG_EPW = 'PG-EPW' class-attribute instance-attribute

Enga Province

PG_ESW = 'PG-ESW' class-attribute instance-attribute

East Sepik Province (Papua New Guinea)

PG_GPK = 'PG-GPK' class-attribute instance-attribute

Gulf Province

PG_MBA = 'PG-MBA' class-attribute instance-attribute

Milne Bay Province

PG_MPL = 'PG-MPL' class-attribute instance-attribute

Morobe Province

PG_MPM = 'PG-MPM' class-attribute instance-attribute

Madang Province

PG_MRL = 'PG-MRL' class-attribute instance-attribute

Manus Province

PG_NCD = 'PG-NCD' class-attribute instance-attribute

Port Moresby

PG_NIK = 'PG-NIK' class-attribute instance-attribute

New Ireland Province

PG_NSB = 'PG-NSB' class-attribute instance-attribute

Autonomous Region of Bougainville

PG_SAN = 'PG-SAN' class-attribute instance-attribute

West Sepik Province (Papua New Guinea)

PG_SHM = 'PG-SHM' class-attribute instance-attribute

Southern Highlands Province

PG_WPD = 'PG-WPD' class-attribute instance-attribute

Western Province (Papua New Guinea)

PH_00 = 'PH-00' class-attribute instance-attribute

Metro Manila

PH_01 = 'PH-01' class-attribute instance-attribute

Ilocos Region

PH_02 = 'PH-02' class-attribute instance-attribute

Cagayan Valley

PH_03 = 'PH-03' class-attribute instance-attribute

Central Luzon

PH_05 = 'PH-05' class-attribute instance-attribute

Bicol Region

PH_06 = 'PH-06' class-attribute instance-attribute

Western Visayas

PH_07 = 'PH-07' class-attribute instance-attribute

Central Visayas

PH_08 = 'PH-08' class-attribute instance-attribute

Eastern Visayas

PH_09 = 'PH-09' class-attribute instance-attribute

Zamboanga Peninsula

PH_10 = 'PH-10' class-attribute instance-attribute

Northern Mindanao

PH_11 = 'PH-11' class-attribute instance-attribute

Davao Region

PH_12 = 'PH-12' class-attribute instance-attribute

Soccsksargen

PH_13 = 'PH-13' class-attribute instance-attribute

Caraga Region

PH_14 = 'PH-14' class-attribute instance-attribute

Autonomous Region in Muslim Mindanao

PH_15 = 'PH-15' class-attribute instance-attribute

Cordillera Administrative Region

PH_40 = 'PH-40' class-attribute instance-attribute

Calabarzon

PH_41 = 'PH-41' class-attribute instance-attribute

Mimaropa

PH_ABR = 'PH-ABR' class-attribute instance-attribute

Abra (province)

PH_AGN = 'PH-AGN' class-attribute instance-attribute

Agusan del Norte

PH_AGS = 'PH-AGS' class-attribute instance-attribute

Agusan del Sur

PH_AKL = 'PH-AKL' class-attribute instance-attribute

Aklan

PH_ALB = 'PH-ALB' class-attribute instance-attribute

Albay

PH_ANT = 'PH-ANT' class-attribute instance-attribute

Antique (province)

PH_APA = 'PH-APA' class-attribute instance-attribute

Apayao (province)

PH_AUR = 'PH-AUR' class-attribute instance-attribute

Aurora (province)

PH_BAN = 'PH-BAN' class-attribute instance-attribute

Bataan

PH_BAS = 'PH-BAS' class-attribute instance-attribute

Basilan

PH_BEN = 'PH-BEN' class-attribute instance-attribute

Benguet

PH_BIL = 'PH-BIL' class-attribute instance-attribute

Biliran

PH_BOH = 'PH-BOH' class-attribute instance-attribute

Bohol (province)

PH_BTG = 'PH-BTG' class-attribute instance-attribute

Batangas

PH_BTN = 'PH-BTN' class-attribute instance-attribute

Batanes

PH_BUK = 'PH-BUK' class-attribute instance-attribute

Bukidnon

PH_BUL = 'PH-BUL' class-attribute instance-attribute

Bulacan

PH_CAG = 'PH-CAG' class-attribute instance-attribute

Cagayan (province)

PH_CAM = 'PH-CAM' class-attribute instance-attribute

Camiguin

PH_CAN = 'PH-CAN' class-attribute instance-attribute

Camarines Norte

PH_CAP = 'PH-CAP' class-attribute instance-attribute

Capiz

PH_CAS = 'PH-CAS' class-attribute instance-attribute

Camarines Sur

PH_CAT = 'PH-CAT' class-attribute instance-attribute

Catanduanes

PH_CAV = 'PH-CAV' class-attribute instance-attribute

Cavite

PH_CEB = 'PH-CEB' class-attribute instance-attribute

Cebu (province)

PH_COM = 'PH-COM' class-attribute instance-attribute

Davao de Oro

PH_DAO = 'PH-DAO' class-attribute instance-attribute

Davao Oriental

PH_DAS = 'PH-DAS' class-attribute instance-attribute

Davao del Sur

PH_DAV = 'PH-DAV' class-attribute instance-attribute

Davao del Norte

PH_DIN = 'PH-DIN' class-attribute instance-attribute

Dinagat Islands

PH_DVO = 'PH-DVO' class-attribute instance-attribute

Davao Occidental

PH_EAS = 'PH-EAS' class-attribute instance-attribute

Eastern Samar

PH_GUI = 'PH-GUI' class-attribute instance-attribute

Guimaras

PH_IFU = 'PH-IFU' class-attribute instance-attribute

Ifugao

PH_ILI = 'PH-ILI' class-attribute instance-attribute

Iloilo (province)

PH_ILN = 'PH-ILN' class-attribute instance-attribute

Ilocos Norte

PH_ILS = 'PH-ILS' class-attribute instance-attribute

Ilocos Sur

PH_ISA = 'PH-ISA' class-attribute instance-attribute

Isabela (province)

PH_KAL = 'PH-KAL' class-attribute instance-attribute

Kalinga (province)

PH_LAG = 'PH-LAG' class-attribute instance-attribute

Laguna (province)

PH_LAN = 'PH-LAN' class-attribute instance-attribute

Lanao del Norte

PH_LAS = 'PH-LAS' class-attribute instance-attribute

Lanao del Sur

PH_LEY = 'PH-LEY' class-attribute instance-attribute

Leyte (province)

PH_LUN = 'PH-LUN' class-attribute instance-attribute

La Union

PH_MAD = 'PH-MAD' class-attribute instance-attribute

Marinduque

PH_MAG = 'PH-MAG' class-attribute instance-attribute

Maguindanao (province)

PH_MAS = 'PH-MAS' class-attribute instance-attribute

Masbate

PH_MDC = 'PH-MDC' class-attribute instance-attribute

Occidental Mindoro

PH_MDR = 'PH-MDR' class-attribute instance-attribute

Oriental Mindoro

PH_MGN = 'PH-MGN' class-attribute instance-attribute

Maguindanao del Norte

PH_MGS = 'PH-MGS' class-attribute instance-attribute

Maguindanao del Sur

PH_MOU = 'PH-MOU' class-attribute instance-attribute

Mountain Province

PH_MSC = 'PH-MSC' class-attribute instance-attribute

Misamis Occidental

PH_MSR = 'PH-MSR' class-attribute instance-attribute

Misamis Oriental

PH_NCO = 'PH-NCO' class-attribute instance-attribute

Cotabato

PH_NEC = 'PH-NEC' class-attribute instance-attribute

Negros Occidental

PH_NER = 'PH-NER' class-attribute instance-attribute

Negros Oriental

PH_NSA = 'PH-NSA' class-attribute instance-attribute

Northern Samar

PH_NUE = 'PH-NUE' class-attribute instance-attribute

Nueva Ecija

PH_NUV = 'PH-NUV' class-attribute instance-attribute

Nueva Vizcaya

PH_PAM = 'PH-PAM' class-attribute instance-attribute

Pampanga

PH_PAN = 'PH-PAN' class-attribute instance-attribute

Pangasinan

PH_PLW = 'PH-PLW' class-attribute instance-attribute

Palawan (province)

PH_QUE = 'PH-QUE' class-attribute instance-attribute

Quezon (province)

PH_QUI = 'PH-QUI' class-attribute instance-attribute

Quirino (province)

PH_RIZ = 'PH-RIZ' class-attribute instance-attribute

Rizal (province)

PH_ROM = 'PH-ROM' class-attribute instance-attribute

Romblon (province)

PH_SAR = 'PH-SAR' class-attribute instance-attribute

Sarangani

PH_SCO = 'PH-SCO' class-attribute instance-attribute

South Cotabato

PH_SIG = 'PH-SIG' class-attribute instance-attribute

Siquijor

PH_SLE = 'PH-SLE' class-attribute instance-attribute

Southern Leyte

PH_SLU = 'PH-SLU' class-attribute instance-attribute

Sulu (province)

PH_SOR = 'PH-SOR' class-attribute instance-attribute

Sorsogon

PH_SUK = 'PH-SUK' class-attribute instance-attribute

Sultan Kudarat

PH_SUN = 'PH-SUN' class-attribute instance-attribute

Surigao del Norte

PH_SUR = 'PH-SUR' class-attribute instance-attribute

Surigao del Sur

PH_TAR = 'PH-TAR' class-attribute instance-attribute

Tarlac

PH_TAW = 'PH-TAW' class-attribute instance-attribute

Tawi-Tawi

PH_WSA = 'PH-WSA' class-attribute instance-attribute

Samar (province)

PH_ZAN = 'PH-ZAN' class-attribute instance-attribute

Zamboanga del Norte

PH_ZAS = 'PH-ZAS' class-attribute instance-attribute

Zamboanga del Sur

PH_ZMB = 'PH-ZMB' class-attribute instance-attribute

Zambales

PH_ZSI = 'PH-ZSI' class-attribute instance-attribute

Zamboanga Sibugay

PK_BA = 'PK-BA' class-attribute instance-attribute

Balochistan (Pakistan)

PK_GB = 'PK-GB' class-attribute instance-attribute

Gilgit-Baltistan

PK_IS = 'PK-IS' class-attribute instance-attribute

Islamabad Capital Territory

PK_JK = 'PK-JK' class-attribute instance-attribute

Azad Kashmir

PK_KP = 'PK-KP' class-attribute instance-attribute

Khyber Pakhtunkhwa

PK_PB = 'PK-PB' class-attribute instance-attribute

Punjab, Pakistan

PK_SD = 'PK-SD' class-attribute instance-attribute

Sindh

PK_TA = 'PK-TA' class-attribute instance-attribute

Federally Administered Tribal Areas

PL_02 = 'PL-02' class-attribute instance-attribute

Lower Silesian Voivodeship

PL_04 = 'PL-04' class-attribute instance-attribute

Kuyavian-Pomeranian Voivodeship

PL_06 = 'PL-06' class-attribute instance-attribute

Lublin Voivodeship

PL_08 = 'PL-08' class-attribute instance-attribute

Lubusz Voivodeship

PL_10 = 'PL-10' class-attribute instance-attribute

Łódź Voivodeship

PL_12 = 'PL-12' class-attribute instance-attribute

Lesser Poland Voivodeship

PL_14 = 'PL-14' class-attribute instance-attribute

Masovian Voivodeship

PL_16 = 'PL-16' class-attribute instance-attribute

Opole Voivodeship

PL_18 = 'PL-18' class-attribute instance-attribute

Subcarpathian Voivodeship

PL_20 = 'PL-20' class-attribute instance-attribute

Podlaskie Voivodeship

PL_22 = 'PL-22' class-attribute instance-attribute

Pomeranian Voivodeship

PL_24 = 'PL-24' class-attribute instance-attribute

Silesian Voivodeship

PL_26 = 'PL-26' class-attribute instance-attribute

Świętokrzyskie Voivodeship

PL_28 = 'PL-28' class-attribute instance-attribute

Warmian-Masurian Voivodeship

PL_30 = 'PL-30' class-attribute instance-attribute

Greater Poland Voivodeship

PL_32 = 'PL-32' class-attribute instance-attribute

West Pomeranian Voivodeship

PL_KI = 'PL-KI' class-attribute instance-attribute

Kielce

PS_BTH = 'PS-BTH' class-attribute instance-attribute

Bethlehem Governorate

PS_HBN = 'PS-HBN' class-attribute instance-attribute

Hebron Governorate

PS_JEM = 'PS-JEM' class-attribute instance-attribute

Jerusalem Governorate

PS_JEN = 'PS-JEN' class-attribute instance-attribute

Jenin Governorate

PS_JRH = 'PS-JRH' class-attribute instance-attribute

Jericho Governorate

PS_KYS = 'PS-KYS' class-attribute instance-attribute

Khan Yunis

PS_NBS = 'PS-NBS' class-attribute instance-attribute

Nablus Governorate

PS_QQA = 'PS-QQA' class-attribute instance-attribute

Qalqilya Governorate

PS_RBH = 'PS-RBH' class-attribute instance-attribute

Ramallah and al-Bireh Governorate

PS_SLT = 'PS-SLT' class-attribute instance-attribute

Salfit Governorate

PS_TBS = 'PS-TBS' class-attribute instance-attribute

Tubas Governorate

PS_TKM = 'PS-TKM' class-attribute instance-attribute

Tulkarm Governorate

PT_01 = 'PT-01' class-attribute instance-attribute

Aveiro (district)

PT_02 = 'PT-02' class-attribute instance-attribute

Beja (district)

PT_03 = 'PT-03' class-attribute instance-attribute

Braga (district)

PT_04 = 'PT-04' class-attribute instance-attribute

Bragança (district)

PT_05 = 'PT-05' class-attribute instance-attribute

Castelo Branco (district)

PT_06 = 'PT-06' class-attribute instance-attribute

Coimbra (district)

PT_07 = 'PT-07' class-attribute instance-attribute

Évora (district)

PT_08 = 'PT-08' class-attribute instance-attribute

Faro (district)

PT_09 = 'PT-09' class-attribute instance-attribute

Guarda (district)

PT_10 = 'PT-10' class-attribute instance-attribute

Leiria (district)

PT_11 = 'PT-11' class-attribute instance-attribute

Lisbon (district)

PT_12 = 'PT-12' class-attribute instance-attribute

Portalegre (district)

PT_13 = 'PT-13' class-attribute instance-attribute

Porto (district)

PT_14 = 'PT-14' class-attribute instance-attribute

Santarém (district)

PT_15 = 'PT-15' class-attribute instance-attribute

Setúbal (district)

PT_16 = 'PT-16' class-attribute instance-attribute

Viana do Castelo (district)

PT_17 = 'PT-17' class-attribute instance-attribute

Vila Real (district)

PT_18 = 'PT-18' class-attribute instance-attribute

Viseu (district)

PT_20 = 'PT-20' class-attribute instance-attribute

Azores

PT_30 = 'PT-30' class-attribute instance-attribute

Madeira

PW_002 = 'PW-002' class-attribute instance-attribute

Aimeliik

PW_004 = 'PW-004' class-attribute instance-attribute

Airai

PW_010 = 'PW-010' class-attribute instance-attribute

Angaur

PW_050 = 'PW-050' class-attribute instance-attribute

Hatohobei

PW_100 = 'PW-100' class-attribute instance-attribute

Kayangel

PW_150 = 'PW-150' class-attribute instance-attribute

Koror

PW_212 = 'PW-212' class-attribute instance-attribute

Melekeok

PW_214 = 'PW-214' class-attribute instance-attribute

Ngaraard

PW_218 = 'PW-218' class-attribute instance-attribute

Ngarchelong

PW_222 = 'PW-222' class-attribute instance-attribute

Ngardmau

PW_224 = 'PW-224' class-attribute instance-attribute

Ngatpang

PW_226 = 'PW-226' class-attribute instance-attribute

Ngchesar

PW_227 = 'PW-227' class-attribute instance-attribute

Ngeremlengui

PW_228 = 'PW-228' class-attribute instance-attribute

Ngiwal

PW_350 = 'PW-350' class-attribute instance-attribute

Peleliu

PW_370 = 'PW-370' class-attribute instance-attribute

Sonsorol

PY_1 = 'PY-1' class-attribute instance-attribute

Concepción Department

PY_10 = 'PY-10' class-attribute instance-attribute

Alto Paraná Department

PY_11 = 'PY-11' class-attribute instance-attribute

Central Department

PY_12 = 'PY-12' class-attribute instance-attribute

Ñeembucú Department

PY_13 = 'PY-13' class-attribute instance-attribute

Amambay Department

PY_14 = 'PY-14' class-attribute instance-attribute

Canindeyú Department

PY_15 = 'PY-15' class-attribute instance-attribute

Presidente Hayes Department

PY_16 = 'PY-16' class-attribute instance-attribute

Alto Paraguay Department

PY_19 = 'PY-19' class-attribute instance-attribute

Boquerón Department

PY_2 = 'PY-2' class-attribute instance-attribute

San Pedro Department, Paraguay

PY_3 = 'PY-3' class-attribute instance-attribute

Cordillera Department

PY_4 = 'PY-4' class-attribute instance-attribute

Guairá Department

PY_5 = 'PY-5' class-attribute instance-attribute

Caaguazú Department

PY_6 = 'PY-6' class-attribute instance-attribute

Caazapá Department

PY_7 = 'PY-7' class-attribute instance-attribute

Itapúa Department

PY_8 = 'PY-8' class-attribute instance-attribute

Misiones Department

PY_9 = 'PY-9' class-attribute instance-attribute

Paraguarí Department

PY_ASU = 'PY-ASU' class-attribute instance-attribute

Asunción

QA_DA = 'QA-DA' class-attribute instance-attribute

Doha

QA_KH = 'QA-KH' class-attribute instance-attribute

Al Khor

QA_MS = 'QA-MS' class-attribute instance-attribute

Al Shamal

QA_RA = 'QA-RA' class-attribute instance-attribute

Al Rayyan

QA_SH = 'QA-SH' class-attribute instance-attribute

Al-Shahaniya

QA_US = 'QA-US' class-attribute instance-attribute

Umm Salal

QA_WA = 'QA-WA' class-attribute instance-attribute

Al Wakrah

QA_ZA = 'QA-ZA' class-attribute instance-attribute

Al Daayen

RO_AB = 'RO-AB' class-attribute instance-attribute

Alba County

RO_AG = 'RO-AG' class-attribute instance-attribute

Argeș County

RO_AR = 'RO-AR' class-attribute instance-attribute

Arad County

RO_B = 'RO-B' class-attribute instance-attribute

Bucharest

RO_BC = 'RO-BC' class-attribute instance-attribute

Bacău County

RO_BH = 'RO-BH' class-attribute instance-attribute

Bihor County

RO_BN = 'RO-BN' class-attribute instance-attribute

Bistrița-Năsăud County

RO_BR = 'RO-BR' class-attribute instance-attribute

Brăila County

RO_BT = 'RO-BT' class-attribute instance-attribute

Botoșani County

RO_BV = 'RO-BV' class-attribute instance-attribute

Brașov County

RO_BZ = 'RO-BZ' class-attribute instance-attribute

Buzău County

RO_CJ = 'RO-CJ' class-attribute instance-attribute

Cluj County

RO_CL = 'RO-CL' class-attribute instance-attribute

Călărași County

RO_CS = 'RO-CS' class-attribute instance-attribute

Caraș-Severin County

RO_CT = 'RO-CT' class-attribute instance-attribute

Constanța County

RO_CV = 'RO-CV' class-attribute instance-attribute

Covasna County

RO_DB = 'RO-DB' class-attribute instance-attribute

Dâmbovița County

RO_DJ = 'RO-DJ' class-attribute instance-attribute

Dolj County

RO_GJ = 'RO-GJ' class-attribute instance-attribute

Gorj County

RO_GL = 'RO-GL' class-attribute instance-attribute

Galați County

RO_GR = 'RO-GR' class-attribute instance-attribute

Giurgiu County

RO_HD = 'RO-HD' class-attribute instance-attribute

Hunedoara County

RO_HR = 'RO-HR' class-attribute instance-attribute

Harghita County

RO_IF = 'RO-IF' class-attribute instance-attribute

Ilfov County

RO_IL = 'RO-IL' class-attribute instance-attribute

Ialomița County

RO_IS = 'RO-IS' class-attribute instance-attribute

Iași County

RO_MH = 'RO-MH' class-attribute instance-attribute

Mehedinți County

RO_MM = 'RO-MM' class-attribute instance-attribute

Maramureș County

RO_MS = 'RO-MS' class-attribute instance-attribute

Mureș County

RO_NT = 'RO-NT' class-attribute instance-attribute

Neamț County

RO_OT = 'RO-OT' class-attribute instance-attribute

Olt County

RO_PH = 'RO-PH' class-attribute instance-attribute

Prahova County

RO_SB = 'RO-SB' class-attribute instance-attribute

Sibiu County

RO_SJ = 'RO-SJ' class-attribute instance-attribute

Sălaj County

RO_SM = 'RO-SM' class-attribute instance-attribute

Satu Mare County

RO_SV = 'RO-SV' class-attribute instance-attribute

Suceava County

RO_TL = 'RO-TL' class-attribute instance-attribute

Tulcea County

RO_TM = 'RO-TM' class-attribute instance-attribute

Timiș County

RO_TR = 'RO-TR' class-attribute instance-attribute

Teleorman County

RO_VL = 'RO-VL' class-attribute instance-attribute

Vâlcea County

RO_VN = 'RO-VN' class-attribute instance-attribute

Vrancea County

RO_VS = 'RO-VS' class-attribute instance-attribute

Vaslui County

RS_00 = 'RS-00' class-attribute instance-attribute

Belgrade

RS_01 = 'RS-01' class-attribute instance-attribute

North Bačka District

RS_02 = 'RS-02' class-attribute instance-attribute

Central Banat District

RS_03 = 'RS-03' class-attribute instance-attribute

North Banat District

RS_04 = 'RS-04' class-attribute instance-attribute

South Banat District

RS_05 = 'RS-05' class-attribute instance-attribute

West Bačka District

RS_06 = 'RS-06' class-attribute instance-attribute

South Bačka District

RS_07 = 'RS-07' class-attribute instance-attribute

Syrmia District

RS_08 = 'RS-08' class-attribute instance-attribute

Mačva District

RS_09 = 'RS-09' class-attribute instance-attribute

Kolubara District

RS_10 = 'RS-10' class-attribute instance-attribute

Podunavlje District

RS_11 = 'RS-11' class-attribute instance-attribute

Braničevo District

RS_12 = 'RS-12' class-attribute instance-attribute

Šumadija District

RS_13 = 'RS-13' class-attribute instance-attribute

Pomoravlje District

RS_14 = 'RS-14' class-attribute instance-attribute

Bor District

RS_15 = 'RS-15' class-attribute instance-attribute

Zaječar District

RS_16 = 'RS-16' class-attribute instance-attribute

Zlatibor District

RS_17 = 'RS-17' class-attribute instance-attribute

Moravica District

RS_18 = 'RS-18' class-attribute instance-attribute

Raška District

RS_19 = 'RS-19' class-attribute instance-attribute

Rasina District

RS_20 = 'RS-20' class-attribute instance-attribute

Nišava District

RS_21 = 'RS-21' class-attribute instance-attribute

Toplica District

RS_22 = 'RS-22' class-attribute instance-attribute

Pirot District

RS_23 = 'RS-23' class-attribute instance-attribute

Jablanica District

RS_24 = 'RS-24' class-attribute instance-attribute

Pčinja District

RS_25 = 'RS-25' class-attribute instance-attribute

Kosovo District

RS_27 = 'RS-27' class-attribute instance-attribute

Prizren District

RS_KM = 'RS-KM' class-attribute instance-attribute

Kosovo

RS_VO = 'RS-VO' class-attribute instance-attribute

Vojvodina

RU_AD = 'RU-AD' class-attribute instance-attribute

Adygea

RU_AL = 'RU-AL' class-attribute instance-attribute

Altai Republic

RU_ALT = 'RU-ALT' class-attribute instance-attribute

Altai Krai

RU_AMU = 'RU-AMU' class-attribute instance-attribute

Amur Oblast

RU_ARK = 'RU-ARK' class-attribute instance-attribute

Arkhangelsk Oblast

RU_AST = 'RU-AST' class-attribute instance-attribute

Astrakhan Oblast

RU_BA = 'RU-BA' class-attribute instance-attribute

Bashkortostan

RU_BEL = 'RU-BEL' class-attribute instance-attribute

Belgorod Oblast

RU_BRY = 'RU-BRY' class-attribute instance-attribute

Bryansk Oblast

RU_BU = 'RU-BU' class-attribute instance-attribute

Buryatia

RU_CE = 'RU-CE' class-attribute instance-attribute

Chechnya

RU_CHE = 'RU-CHE' class-attribute instance-attribute

Chelyabinsk Oblast

RU_CHU = 'RU-CHU' class-attribute instance-attribute

Chukotka

RU_CU = 'RU-CU' class-attribute instance-attribute

Chuvashia

RU_DA = 'RU-DA' class-attribute instance-attribute

Dagestan

RU_IN = 'RU-IN' class-attribute instance-attribute

Ingushetia

RU_IRK = 'RU-IRK' class-attribute instance-attribute

Irkutsk Oblast

RU_IVA = 'RU-IVA' class-attribute instance-attribute

Ivanovo Oblast

RU_KAM = 'RU-KAM' class-attribute instance-attribute

Kamchatka Krai

RU_KB = 'RU-KB' class-attribute instance-attribute

Kabardino-Balkaria

RU_KC = 'RU-KC' class-attribute instance-attribute

Karachay-Cherkessia

RU_KDA = 'RU-KDA' class-attribute instance-attribute

Krasnodar Krai

RU_KEM = 'RU-KEM' class-attribute instance-attribute

Kemerovo Oblast

RU_KGD = 'RU-KGD' class-attribute instance-attribute

Kaliningrad Oblast

RU_KGN = 'RU-KGN' class-attribute instance-attribute

Kurgan Oblast

RU_KHA = 'RU-KHA' class-attribute instance-attribute

Khabarovsk Krai

RU_KHM = 'RU-KHM' class-attribute instance-attribute

Khantia-Mansia

RU_KIR = 'RU-KIR' class-attribute instance-attribute

Kirov Oblast

RU_KK = 'RU-KK' class-attribute instance-attribute

Khakassia

RU_KL = 'RU-KL' class-attribute instance-attribute

Kalmykia

RU_KLU = 'RU-KLU' class-attribute instance-attribute

Kaluga Oblast

RU_KO = 'RU-KO' class-attribute instance-attribute

Komi

RU_KOS = 'RU-KOS' class-attribute instance-attribute

Kostroma Oblast

RU_KR = 'RU-KR' class-attribute instance-attribute

Republic of Karelia

RU_KRS = 'RU-KRS' class-attribute instance-attribute

Kursk Oblast

RU_KYA = 'RU-KYA' class-attribute instance-attribute

Krasnoyarsk Krai

RU_LEN = 'RU-LEN' class-attribute instance-attribute

Leningrad Oblast

RU_LIP = 'RU-LIP' class-attribute instance-attribute

Lipetsk Oblast

RU_MAG = 'RU-MAG' class-attribute instance-attribute

Magadan Oblast

RU_ME = 'RU-ME' class-attribute instance-attribute

Mari El

RU_MO = 'RU-MO' class-attribute instance-attribute

Mordovia

RU_MOS = 'RU-MOS' class-attribute instance-attribute

Moscow Oblast

RU_MOW = 'RU-MOW' class-attribute instance-attribute

Moscow

RU_MUR = 'RU-MUR' class-attribute instance-attribute

Murmansk Oblast

RU_NEN = 'RU-NEN' class-attribute instance-attribute

Nenetsia

RU_NGR = 'RU-NGR' class-attribute instance-attribute

Novgorod Oblast

RU_NIZ = 'RU-NIZ' class-attribute instance-attribute

Nizhny Novgorod Oblast

RU_NVS = 'RU-NVS' class-attribute instance-attribute

Novosibirsk Oblast

RU_OMS = 'RU-OMS' class-attribute instance-attribute

Omsk Oblast

RU_ORE = 'RU-ORE' class-attribute instance-attribute

Orenburg Oblast

RU_ORL = 'RU-ORL' class-attribute instance-attribute

Oryol Oblast

RU_PER = 'RU-PER' class-attribute instance-attribute

Perm Krai

RU_PNZ = 'RU-PNZ' class-attribute instance-attribute

Penza Oblast

RU_PRI = 'RU-PRI' class-attribute instance-attribute

Primorsky Krai

RU_PSK = 'RU-PSK' class-attribute instance-attribute

Pskov Oblast

RU_ROS = 'RU-ROS' class-attribute instance-attribute

Rostov Oblast

RU_RYA = 'RU-RYA' class-attribute instance-attribute

Ryazan Oblast

RU_SA = 'RU-SA' class-attribute instance-attribute

Sakha Republic

RU_SAK = 'RU-SAK' class-attribute instance-attribute

Sakhalin Oblast

RU_SAM = 'RU-SAM' class-attribute instance-attribute

Samara Oblast

RU_SAR = 'RU-SAR' class-attribute instance-attribute

Saratov Oblast

RU_SE = 'RU-SE' class-attribute instance-attribute

North Ossetia – Alania

RU_SMO = 'RU-SMO' class-attribute instance-attribute

Smolensk Oblast

RU_SPE = 'RU-SPE' class-attribute instance-attribute

Saint Petersburg

RU_STA = 'RU-STA' class-attribute instance-attribute

Stavropol Krai

RU_SVE = 'RU-SVE' class-attribute instance-attribute

Sverdlovsk Oblast

RU_TA = 'RU-TA' class-attribute instance-attribute

Tatarstan

RU_TAM = 'RU-TAM' class-attribute instance-attribute

Tambov Oblast

RU_TOM = 'RU-TOM' class-attribute instance-attribute

Tomsk Oblast

RU_TUL = 'RU-TUL' class-attribute instance-attribute

Tula Oblast

RU_TVE = 'RU-TVE' class-attribute instance-attribute

Tver Oblast

RU_TY = 'RU-TY' class-attribute instance-attribute

Tyva

RU_TYU = 'RU-TYU' class-attribute instance-attribute

Tyumen Oblast

RU_UD = 'RU-UD' class-attribute instance-attribute

Udmurtia

RU_ULY = 'RU-ULY' class-attribute instance-attribute

Ulyanovsk Oblast

RU_VGG = 'RU-VGG' class-attribute instance-attribute

Volgograd Oblast

RU_VLA = 'RU-VLA' class-attribute instance-attribute

Vladimir Oblast

RU_VLG = 'RU-VLG' class-attribute instance-attribute

Vologda Oblast

RU_VOR = 'RU-VOR' class-attribute instance-attribute

Voronezh Oblast

RU_YAN = 'RU-YAN' class-attribute instance-attribute

Yamalo-Nenets Autonomous Okrug

RU_YAR = 'RU-YAR' class-attribute instance-attribute

Yaroslavl Oblast

RU_YEV = 'RU-YEV' class-attribute instance-attribute

Jewish Autonomous Oblast

RU_ZAB = 'RU-ZAB' class-attribute instance-attribute

Zabaykalsky Krai

RW_01 = 'RW-01' class-attribute instance-attribute

Kigali

RW_02 = 'RW-02' class-attribute instance-attribute

East Province, Rwanda

RW_03 = 'RW-03' class-attribute instance-attribute

North Province, Rwanda

RW_04 = 'RW-04' class-attribute instance-attribute

West Province, Rwanda

RW_05 = 'RW-05' class-attribute instance-attribute

South Province, Rwanda

SA_01 = 'SA-01' class-attribute instance-attribute

Riyadh Province

SA_02 = 'SA-02' class-attribute instance-attribute

Makkah Province

SA_03 = 'SA-03' class-attribute instance-attribute

Al Madinah Province

SA_04 = 'SA-04' class-attribute instance-attribute

Eastern Province, Saudi Arabia

SA_05 = 'SA-05' class-attribute instance-attribute

Al-Qassim Province

SA_06 = 'SA-06' class-attribute instance-attribute

Ha'il province

SA_07 = 'SA-07' class-attribute instance-attribute

Tabuk Province

SA_08 = 'SA-08' class-attribute instance-attribute

Northern Borders Province

SA_09 = 'SA-09' class-attribute instance-attribute

Jazan Province

SA_10 = 'SA-10' class-attribute instance-attribute

Najran Province

SA_11 = 'SA-11' class-attribute instance-attribute

Al-Baha Province

SA_12 = 'SA-12' class-attribute instance-attribute

Al-Jowf Province

SA_14 = 'SA-14' class-attribute instance-attribute

Asir Province

SB_CT = 'SB-CT' class-attribute instance-attribute

Honiara

SB_MK = 'SB-MK' class-attribute instance-attribute

Makira

SB_WE = 'SB-WE' class-attribute instance-attribute

Western Province, Solomon Islands

SC_05 = 'SC-05' class-attribute instance-attribute

Anse Royale

SC_08 = 'SC-08' class-attribute instance-attribute

Beau Vallon

SC_10 = 'SC-10' class-attribute instance-attribute

Bel-Ombre, Mauritius

SC_14 = 'SC-14' class-attribute instance-attribute

Grand'Anse Praslin

SC_15 = 'SC-15' class-attribute instance-attribute

La Digue

SC_24 = 'SC-24' class-attribute instance-attribute

Les Mamelles

SD_DW = 'SD-DW' class-attribute instance-attribute

West Darfur

SD_GZ = 'SD-GZ' class-attribute instance-attribute

Gezira (state)

SD_KH = 'SD-KH' class-attribute instance-attribute

Khartoum (state)

SD_KN = 'SD-KN' class-attribute instance-attribute

North Kurdufan

SD_KS = 'SD-KS' class-attribute instance-attribute

South Kurdufan state

SD_NW = 'SD-NW' class-attribute instance-attribute

White Nile (state)

SD_SI = 'SD-SI' class-attribute instance-attribute

Sennar (state)

SE_AB = 'SE-AB' class-attribute instance-attribute

Stockholm County

SE_AC = 'SE-AC' class-attribute instance-attribute

Västerbotten County

SE_BD = 'SE-BD' class-attribute instance-attribute

Norrbotten County

SE_C = 'SE-C' class-attribute instance-attribute

Uppsala County

SE_D = 'SE-D' class-attribute instance-attribute

Södermanland County

SE_E = 'SE-E' class-attribute instance-attribute

Östergötland County

SE_F = 'SE-F' class-attribute instance-attribute

Jönköping County

SE_G = 'SE-G' class-attribute instance-attribute

Kronoberg County

SE_H = 'SE-H' class-attribute instance-attribute

Kalmar County

SE_I = 'SE-I' class-attribute instance-attribute

Gotland

SE_K = 'SE-K' class-attribute instance-attribute

Blekinge

SE_M = 'SE-M' class-attribute instance-attribute

Skåne County

SE_N = 'SE-N' class-attribute instance-attribute

Halland County

SE_O = 'SE-O' class-attribute instance-attribute

Västra Götaland County

SE_S = 'SE-S' class-attribute instance-attribute

Värmland County

SE_T = 'SE-T' class-attribute instance-attribute

Örebro County

SE_U = 'SE-U' class-attribute instance-attribute

Västmanland County

SE_W = 'SE-W' class-attribute instance-attribute

Dalarna County

SE_X = 'SE-X' class-attribute instance-attribute

Gävleborg County

SE_Y = 'SE-Y' class-attribute instance-attribute

Västernorrland County

SE_Z = 'SE-Z' class-attribute instance-attribute

Jämtland County

SH_AC = 'SH-AC' class-attribute instance-attribute

Ascension Island

SH_HL = 'SH-HL' class-attribute instance-attribute

Saint Helena Island

SH_TA = 'SH-TA' class-attribute instance-attribute

Tristan da Cunha

SI_001 = 'SI-001' class-attribute instance-attribute

Municipality of Ajdovščina

SI_002 = 'SI-002' class-attribute instance-attribute

Municipality of Beltinci

SI_003 = 'SI-003' class-attribute instance-attribute

Municipality of Bled

SI_004 = 'SI-004' class-attribute instance-attribute

Municipality of Bohinj

SI_005 = 'SI-005' class-attribute instance-attribute

Municipality of Borovnica

SI_006 = 'SI-006' class-attribute instance-attribute

Municipality of Bovec

SI_007 = 'SI-007' class-attribute instance-attribute

Municipality of Brda

SI_008 = 'SI-008' class-attribute instance-attribute

Municipality of Brezovica

SI_009 = 'SI-009' class-attribute instance-attribute

Municipality of Brežice

SI_010 = 'SI-010' class-attribute instance-attribute

Municipality of Tišina

SI_011 = 'SI-011' class-attribute instance-attribute

City Municipality of Celje

SI_012 = 'SI-012' class-attribute instance-attribute

Municipality of Cerklje na Gorenjskem

SI_013 = 'SI-013' class-attribute instance-attribute

Municipality of Cerknica

SI_014 = 'SI-014' class-attribute instance-attribute

Municipality of Cerkno

SI_015 = 'SI-015' class-attribute instance-attribute

Municipality of Črenšovci

SI_016 = 'SI-016' class-attribute instance-attribute

Municipality of Črna na Koroškem

SI_017 = 'SI-017' class-attribute instance-attribute

Municipality of Črnomelj

SI_018 = 'SI-018' class-attribute instance-attribute

Municipality of Destrnik

SI_019 = 'SI-019' class-attribute instance-attribute

Municipality of Divača

SI_020 = 'SI-020' class-attribute instance-attribute

Municipality of Dobrepolje

SI_021 = 'SI-021' class-attribute instance-attribute

Municipality of Dobrova–Polhov Gradec

SI_022 = 'SI-022' class-attribute instance-attribute

Municipality of Dol pri Ljubljani

SI_023 = 'SI-023' class-attribute instance-attribute

Municipality of Domžale

SI_024 = 'SI-024' class-attribute instance-attribute

Municipality of Dornava

SI_025 = 'SI-025' class-attribute instance-attribute

Municipality of Dravograd

SI_026 = 'SI-026' class-attribute instance-attribute

Municipality of Duplek

SI_027 = 'SI-027' class-attribute instance-attribute

Municipality of Gorenja Vas–Poljane

SI_028 = 'SI-028' class-attribute instance-attribute

Municipality of Gorišnica

SI_029 = 'SI-029' class-attribute instance-attribute

Municipality of Gornja Radgona

SI_030 = 'SI-030' class-attribute instance-attribute

Municipality of Gornji Grad

SI_031 = 'SI-031' class-attribute instance-attribute

Municipality of Gornji Petrovci

SI_032 = 'SI-032' class-attribute instance-attribute

Municipality of Grosuplje

SI_033 = 'SI-033' class-attribute instance-attribute

Municipality of Šalovci

SI_034 = 'SI-034' class-attribute instance-attribute

Municipality of Hrastnik

SI_035 = 'SI-035' class-attribute instance-attribute

Municipality of Hrpelje-Kozina

SI_036 = 'SI-036' class-attribute instance-attribute

Municipality of Idrija

SI_037 = 'SI-037' class-attribute instance-attribute

Municipality of Ig

SI_038 = 'SI-038' class-attribute instance-attribute

Municipality of Ilirska Bistrica

SI_039 = 'SI-039' class-attribute instance-attribute

Municipality of Ivančna Gorica

SI_040 = 'SI-040' class-attribute instance-attribute

Municipality of Izola

SI_041 = 'SI-041' class-attribute instance-attribute

Jesenice municipality

SI_042 = 'SI-042' class-attribute instance-attribute

Municipality of Juršinci

SI_043 = 'SI-043' class-attribute instance-attribute

Municipality of Kamnik

SI_044 = 'SI-044' class-attribute instance-attribute

Municipality of Kanal

SI_045 = 'SI-045' class-attribute instance-attribute

Municipality of Kidričevo

SI_046 = 'SI-046' class-attribute instance-attribute

Municipality of Kobarid

SI_047 = 'SI-047' class-attribute instance-attribute

Municipality of Kobilje

SI_048 = 'SI-048' class-attribute instance-attribute

Municipality of Kočevje

SI_049 = 'SI-049' class-attribute instance-attribute

Municipality of Komen

SI_050 = 'SI-050' class-attribute instance-attribute

City Municipality of Koper

SI_051 = 'SI-051' class-attribute instance-attribute

Municipality of Kozje

SI_052 = 'SI-052' class-attribute instance-attribute

City Municipality of Kranj

SI_053 = 'SI-053' class-attribute instance-attribute

Municipality of Kranjska Gora

SI_054 = 'SI-054' class-attribute instance-attribute

City Municipality of Krško

SI_055 = 'SI-055' class-attribute instance-attribute

Municipality of Kungota

SI_056 = 'SI-056' class-attribute instance-attribute

Municipality of Kuzma

SI_057 = 'SI-057' class-attribute instance-attribute

Municipality of Laško

SI_058 = 'SI-058' class-attribute instance-attribute

Municipality of Lenart

SI_059 = 'SI-059' class-attribute instance-attribute

Municipality of Lendava

SI_060 = 'SI-060' class-attribute instance-attribute

Municipality of Litija

SI_061 = 'SI-061' class-attribute instance-attribute

City Municipality of Ljubljana

SI_062 = 'SI-062' class-attribute instance-attribute

Municipality of Ljubno

SI_063 = 'SI-063' class-attribute instance-attribute

Municipality of Ljutomer

SI_064 = 'SI-064' class-attribute instance-attribute

Municipality of Logatec

SI_065 = 'SI-065' class-attribute instance-attribute

Municipality of Loška Dolina

SI_066 = 'SI-066' class-attribute instance-attribute

Municipality of Loški Potok

SI_067 = 'SI-067' class-attribute instance-attribute

Municipality of Luče

SI_068 = 'SI-068' class-attribute instance-attribute

Municipality of Lukovica

SI_069 = 'SI-069' class-attribute instance-attribute

Municipality of Majšperk

SI_070 = 'SI-070' class-attribute instance-attribute

City Municipality of Maribor

SI_071 = 'SI-071' class-attribute instance-attribute

Municipality of Medvode

SI_072 = 'SI-072' class-attribute instance-attribute

Municipality of Mengeš

SI_073 = 'SI-073' class-attribute instance-attribute

Metlika municipality

SI_074 = 'SI-074' class-attribute instance-attribute

Municipality of Mežica

SI_075 = 'SI-075' class-attribute instance-attribute

Municipality of Miren–Kostanjevica

SI_076 = 'SI-076' class-attribute instance-attribute

Municipality of Mislinja

SI_077 = 'SI-077' class-attribute instance-attribute

Municipality of Moravče

SI_078 = 'SI-078' class-attribute instance-attribute

Municipality of Moravske Toplice

SI_079 = 'SI-079' class-attribute instance-attribute

Municipality of Mozirje

SI_080 = 'SI-080' class-attribute instance-attribute

City Municipality of Murska Sobota

SI_081 = 'SI-081' class-attribute instance-attribute

Municipality of Muta

SI_082 = 'SI-082' class-attribute instance-attribute

Municipality of Naklo

SI_083 = 'SI-083' class-attribute instance-attribute

Municipality of Nazarje

SI_084 = 'SI-084' class-attribute instance-attribute

City Municipality of Nova Gorica

SI_085 = 'SI-085' class-attribute instance-attribute

City Municipality of Novo Mesto

SI_086 = 'SI-086' class-attribute instance-attribute

Municipality of Odranci

SI_087 = 'SI-087' class-attribute instance-attribute

Municipality of Ormož

SI_088 = 'SI-088' class-attribute instance-attribute

Osilnica municipality

SI_089 = 'SI-089' class-attribute instance-attribute

Municipality of Pesnica

SI_090 = 'SI-090' class-attribute instance-attribute

Municipality of Piran

SI_091 = 'SI-091' class-attribute instance-attribute

Municipality of Pivka

SI_092 = 'SI-092' class-attribute instance-attribute

Municipality of Podčetrtek

SI_093 = 'SI-093' class-attribute instance-attribute

Municipality of Podvelka

SI_094 = 'SI-094' class-attribute instance-attribute

Postojna

SI_095 = 'SI-095' class-attribute instance-attribute

Municipality of Preddvor

SI_096 = 'SI-096' class-attribute instance-attribute

Ptuj

SI_097 = 'SI-097' class-attribute instance-attribute

Municipality of Puconci

SI_098 = 'SI-098' class-attribute instance-attribute

Municipality of Rače-Fram

SI_099 = 'SI-099' class-attribute instance-attribute

Municipality of Radeče

SI_100 = 'SI-100' class-attribute instance-attribute

Municipality of Radenci

SI_101 = 'SI-101' class-attribute instance-attribute

Municipality of Radlje ob Dravi

SI_102 = 'SI-102' class-attribute instance-attribute

Municipality of Radovljica

SI_103 = 'SI-103' class-attribute instance-attribute

Municipality of Ravne na Koroškem

SI_104 = 'SI-104' class-attribute instance-attribute

Ribnica municipality

SI_105 = 'SI-105' class-attribute instance-attribute

Municipality of Rogašovci

SI_106 = 'SI-106' class-attribute instance-attribute

Municipality of Rogaška Slatina

SI_107 = 'SI-107' class-attribute instance-attribute

Municipality of Rogatec

SI_108 = 'SI-108' class-attribute instance-attribute

Municipality of Ruše

SI_109 = 'SI-109' class-attribute instance-attribute

Municipality of Semič

SI_110 = 'SI-110' class-attribute instance-attribute

Municipality of Sevnica

SI_111 = 'SI-111' class-attribute instance-attribute

Municipality of Sežana

SI_112 = 'SI-112' class-attribute instance-attribute

City Municipality of Slovenj Gradec

SI_113 = 'SI-113' class-attribute instance-attribute

Municipality of Slovenska Bistrica

SI_114 = 'SI-114' class-attribute instance-attribute

Municipality of Slovenske Konjice

SI_115 = 'SI-115' class-attribute instance-attribute

Municipality of Starše

SI_116 = 'SI-116' class-attribute instance-attribute

Municipality of Sveti Jurij ob Ščavnici

SI_117 = 'SI-117' class-attribute instance-attribute

Municipality of Šenčur

SI_118 = 'SI-118' class-attribute instance-attribute

Municipality of Šentilj

SI_119 = 'SI-119' class-attribute instance-attribute

Šentjernej municipality

SI_120 = 'SI-120' class-attribute instance-attribute

Municipality of Šentjur

SI_121 = 'SI-121' class-attribute instance-attribute

Municipality of Škocjan

SI_122 = 'SI-122' class-attribute instance-attribute

Municipality of Škofja Loka

SI_123 = 'SI-123' class-attribute instance-attribute

Municipality of Škofljica

SI_124 = 'SI-124' class-attribute instance-attribute

Municipality of Šmarje pri Jelšah

SI_125 = 'SI-125' class-attribute instance-attribute

Municipality of Šmartno ob Paki

SI_126 = 'SI-126' class-attribute instance-attribute

Municipality of Šoštanj

SI_127 = 'SI-127' class-attribute instance-attribute

Municipality of Štore

SI_128 = 'SI-128' class-attribute instance-attribute

Municipality of Tolmin

SI_129 = 'SI-129' class-attribute instance-attribute

Municipality of Trbovlje

SI_130 = 'SI-130' class-attribute instance-attribute

Municipality of Trebnje

SI_131 = 'SI-131' class-attribute instance-attribute

Municipality of Tržič

SI_132 = 'SI-132' class-attribute instance-attribute

Municipality of Turnišče

SI_133 = 'SI-133' class-attribute instance-attribute

City Municipality of Velenje

SI_134 = 'SI-134' class-attribute instance-attribute

Municipality of Velike Lašče

SI_135 = 'SI-135' class-attribute instance-attribute

Municipality of Videm

SI_136 = 'SI-136' class-attribute instance-attribute

Vipava

SI_137 = 'SI-137' class-attribute instance-attribute

Municipality of Vitanje

SI_138 = 'SI-138' class-attribute instance-attribute

Municipality of Vodice

SI_139 = 'SI-139' class-attribute instance-attribute

Municipality of Vojnik

SI_140 = 'SI-140' class-attribute instance-attribute

Municipality of Vrhnika

SI_141 = 'SI-141' class-attribute instance-attribute

Municipality of Vuzenica

SI_142 = 'SI-142' class-attribute instance-attribute

Municipality of Zagorje ob Savi

SI_143 = 'SI-143' class-attribute instance-attribute

Municipality of Zavrč

SI_144 = 'SI-144' class-attribute instance-attribute

Municipality of Zreče

SI_146 = 'SI-146' class-attribute instance-attribute

Municipality of Železniki

SI_147 = 'SI-147' class-attribute instance-attribute

Municipality of Žiri

SI_148 = 'SI-148' class-attribute instance-attribute

Municipality of Benedikt

SI_149 = 'SI-149' class-attribute instance-attribute

Municipality of Bistrica ob Sotli

SI_150 = 'SI-150' class-attribute instance-attribute

Municipality of Bloke

SI_151 = 'SI-151' class-attribute instance-attribute

Municipality of Braslovče

SI_152 = 'SI-152' class-attribute instance-attribute

Municipality of Cankova

SI_153 = 'SI-153' class-attribute instance-attribute

Municipality of Cerkvenjak

SI_154 = 'SI-154' class-attribute instance-attribute

Municipality of Dobje

SI_155 = 'SI-155' class-attribute instance-attribute

Municipality of Dobrna

SI_156 = 'SI-156' class-attribute instance-attribute

Municipality of Dobrovnik

SI_157 = 'SI-157' class-attribute instance-attribute

Municipality of Dolenjske Toplice

SI_158 = 'SI-158' class-attribute instance-attribute

Municipality of Grad

SI_159 = 'SI-159' class-attribute instance-attribute

Municipality of Hajdina

SI_160 = 'SI-160' class-attribute instance-attribute

Municipality of Hoče-Slivnica

SI_161 = 'SI-161' class-attribute instance-attribute

Municipality of Hodoš

SI_162 = 'SI-162' class-attribute instance-attribute

Municipality of Horjul

SI_163 = 'SI-163' class-attribute instance-attribute

Municipality of Jezersko

SI_164 = 'SI-164' class-attribute instance-attribute

Municipality of Komenda

SI_165 = 'SI-165' class-attribute instance-attribute

Municipality of Kostel

SI_166 = 'SI-166' class-attribute instance-attribute

Municipality of Križevci

SI_167 = 'SI-167' class-attribute instance-attribute

Municipality of Lovrenc na Pohorju

SI_168 = 'SI-168' class-attribute instance-attribute

Municipality of Markovci

SI_169 = 'SI-169' class-attribute instance-attribute

Municipality of Miklavž na Dravskem Polju

SI_170 = 'SI-170' class-attribute instance-attribute

Municipality of Mirna Peč

SI_171 = 'SI-171' class-attribute instance-attribute

Municipality of Oplotnica

SI_172 = 'SI-172' class-attribute instance-attribute

Municipality of Podlehnik

SI_173 = 'SI-173' class-attribute instance-attribute

Municipality of Polzela

SI_174 = 'SI-174' class-attribute instance-attribute

Municipality of Prebold

SI_175 = 'SI-175' class-attribute instance-attribute

Municipality of Prevalje

SI_176 = 'SI-176' class-attribute instance-attribute

Municipality of Razkrižje

SI_177 = 'SI-177' class-attribute instance-attribute

Municipality of Ribnica na Pohorju

SI_178 = 'SI-178' class-attribute instance-attribute

Municipality of Selnica ob Dravi

SI_179 = 'SI-179' class-attribute instance-attribute

Sodražica municipality

SI_180 = 'SI-180' class-attribute instance-attribute

Municipality of Solčava

SI_181 = 'SI-181' class-attribute instance-attribute

Municipality of Sveta Ana

SI_182 = 'SI-182' class-attribute instance-attribute

Municipality of Sveti Andraž v Slovenskih Goricah

SI_183 = 'SI-183' class-attribute instance-attribute

Municipality of Šempeter-Vrtojba

SI_184 = 'SI-184' class-attribute instance-attribute

Municipality of Tabor

SI_185 = 'SI-185' class-attribute instance-attribute

Municipality of Trnovska Vas

SI_186 = 'SI-186' class-attribute instance-attribute

Trzin

SI_187 = 'SI-187' class-attribute instance-attribute

Municipality of Velika Polana

SI_188 = 'SI-188' class-attribute instance-attribute

Municipality of Veržej

SI_189 = 'SI-189' class-attribute instance-attribute

Municipality of Vransko

SI_190 = 'SI-190' class-attribute instance-attribute

Municipality of Žalec

SI_191 = 'SI-191' class-attribute instance-attribute

Municipality of Žetale

SI_192 = 'SI-192' class-attribute instance-attribute

Žirovnica

SI_193 = 'SI-193' class-attribute instance-attribute

Žužemberk municipality

SI_194 = 'SI-194' class-attribute instance-attribute

Šmartno pri Litiji municipality

SI_195 = 'SI-195' class-attribute instance-attribute

Municipality of Apače

SI_196 = 'SI-196' class-attribute instance-attribute

Municipality of Cirkulane

SI_197 = 'SI-197' class-attribute instance-attribute

Municipality of Kostanjevica na Krki

SI_198 = 'SI-198' class-attribute instance-attribute

Municipality of Makole

SI_199 = 'SI-199' class-attribute instance-attribute

Municipality of Mokronog–Trebelno

SI_200 = 'SI-200' class-attribute instance-attribute

Municipality of Poljčane

SI_201 = 'SI-201' class-attribute instance-attribute

Municipality of Renče-Vogrsko

SI_202 = 'SI-202' class-attribute instance-attribute

Municipality of Središče ob Dravi

SI_203 = 'SI-203' class-attribute instance-attribute

Straža municipality

SI_204 = 'SI-204' class-attribute instance-attribute

Municipality of Sveta Trojica v Slovenskih Goricah

SI_205 = 'SI-205' class-attribute instance-attribute

Municipality of Sveti Tomaž

SI_206 = 'SI-206' class-attribute instance-attribute

Šmarješke Toplice municipality

SI_207 = 'SI-207' class-attribute instance-attribute

Municipality of Gorje

SI_208 = 'SI-208' class-attribute instance-attribute

Municipality of Log-Dragomer

SI_209 = 'SI-209' class-attribute instance-attribute

Municipality of Rečica ob Savinji

SI_210 = 'SI-210' class-attribute instance-attribute

Municipality of Sveti Jurij v Slovenskih Goricah

SI_211 = 'SI-211' class-attribute instance-attribute

Šentrupert municipality

SI_212 = 'SI-212' class-attribute instance-attribute

Municipality of Mirna

SI_213 = 'SI-213' class-attribute instance-attribute

Municipality of Ankaran

SK_BC = 'SK-BC' class-attribute instance-attribute

Banská Bystrica Region

SK_BL = 'SK-BL' class-attribute instance-attribute

Bratislava Region

SK_KI = 'SK-KI' class-attribute instance-attribute

Košice Region

SK_NI = 'SK-NI' class-attribute instance-attribute

Nitra Region

SK_PV = 'SK-PV' class-attribute instance-attribute

Prešov Region

SK_TA = 'SK-TA' class-attribute instance-attribute

Trnava Region

SK_TC = 'SK-TC' class-attribute instance-attribute

Trenčín Region

SK_ZI = 'SK-ZI' class-attribute instance-attribute

Žilina Region

SL_E = 'SL-E' class-attribute instance-attribute

Eastern Province, Sierra Leone

SL_N = 'SL-N' class-attribute instance-attribute

Provinces of Sierra Leone

SL_NW = 'SL-NW' class-attribute instance-attribute

North West Province, Sierra Leone

SL_S = 'SL-S' class-attribute instance-attribute

Provinces of Sierra Leone

SL_W = 'SL-W' class-attribute instance-attribute

Provinces of Sierra Leone

SM_01 = 'SM-01' class-attribute instance-attribute

Acquaviva

SM_02 = 'SM-02' class-attribute instance-attribute

Chiesanuova (San Marino)

SM_03 = 'SM-03' class-attribute instance-attribute

Domagnano

SM_04 = 'SM-04' class-attribute instance-attribute

Faetano

SM_05 = 'SM-05' class-attribute instance-attribute

Fiorentino

SM_06 = 'SM-06' class-attribute instance-attribute

Borgo Maggiore

SM_07 = 'SM-07' class-attribute instance-attribute

San Marino (city)

SM_08 = 'SM-08' class-attribute instance-attribute

Montegiardino

SM_09 = 'SM-09' class-attribute instance-attribute

Serravalle (San Marino)

SN_DB = 'SN-DB' class-attribute instance-attribute

Diourbel Region

SN_DK = 'SN-DK' class-attribute instance-attribute

Dakar Region

SN_FK = 'SN-FK' class-attribute instance-attribute

Fatick Region

SN_KA = 'SN-KA' class-attribute instance-attribute

Kaffrine Region

SN_KD = 'SN-KD' class-attribute instance-attribute

Kolda Region

SN_KE = 'SN-KE' class-attribute instance-attribute

Kédougou Region

SN_KL = 'SN-KL' class-attribute instance-attribute

Kaolack Region

SN_LG = 'SN-LG' class-attribute instance-attribute

Louga Region

SN_MT = 'SN-MT' class-attribute instance-attribute

Matam Region

SN_SE = 'SN-SE' class-attribute instance-attribute

Sédhiou Region

SN_SL = 'SN-SL' class-attribute instance-attribute

Saint-Louis Region

SN_TC = 'SN-TC' class-attribute instance-attribute

Tambacounda Region

SN_TH = 'SN-TH' class-attribute instance-attribute

Thiès Region

SN_ZG = 'SN-ZG' class-attribute instance-attribute

Ziguinchor Region

SO_AW = 'SO-AW' class-attribute instance-attribute

Awdal Region

SO_BK = 'SO-BK' class-attribute instance-attribute

Bakool Region

SO_BN = 'SO-BN' class-attribute instance-attribute

Banaadir Region

SO_BR = 'SO-BR' class-attribute instance-attribute

Bari Region

SO_BY = 'SO-BY' class-attribute instance-attribute

Bay Region

SO_GA = 'SO-GA' class-attribute instance-attribute

Galguduud Region

SO_GE = 'SO-GE' class-attribute instance-attribute

Gedo Region

SO_JD = 'SO-JD' class-attribute instance-attribute

Middle Juba Region

SO_JH = 'SO-JH' class-attribute instance-attribute

Lower Juba Region

SO_MU = 'SO-MU' class-attribute instance-attribute

Mudug Region

SO_NU = 'SO-NU' class-attribute instance-attribute

Nugal Region

SO_SA = 'SO-SA' class-attribute instance-attribute

Sanaag Region (Somaliland)

SO_SD = 'SO-SD' class-attribute instance-attribute

Middle Shabele Region

SO_SH = 'SO-SH' class-attribute instance-attribute

Lower Shabele Region

SO_SO = 'SO-SO' class-attribute instance-attribute

Sool Region

SO_WO = 'SO-WO' class-attribute instance-attribute

Maroodi Jeeh Region

SR_BR = 'SR-BR' class-attribute instance-attribute

Brokopondo District

SR_CM = 'SR-CM' class-attribute instance-attribute

Commewijne District

SR_CR = 'SR-CR' class-attribute instance-attribute

Coronie District

SR_MA = 'SR-MA' class-attribute instance-attribute

Marowijne District

SR_NI = 'SR-NI' class-attribute instance-attribute

Nickerie District

SR_PM = 'SR-PM' class-attribute instance-attribute

Paramaribo District

SR_PR = 'SR-PR' class-attribute instance-attribute

Para District

SR_SA = 'SR-SA' class-attribute instance-attribute

Saramacca District

SR_SI = 'SR-SI' class-attribute instance-attribute

Sipaliwini District

SR_WA = 'SR-WA' class-attribute instance-attribute

Wanica District

SS_EC = 'SS-EC' class-attribute instance-attribute

Central Equatoria state

SS_JG = 'SS-JG' class-attribute instance-attribute

Jonglei state

SS_NU = 'SS-NU' class-attribute instance-attribute

Upper Nile

ST_04 = 'ST-04' class-attribute instance-attribute

Lembá District

ST_05 = 'ST-05' class-attribute instance-attribute

Lobata District

ST_P = 'ST-P' class-attribute instance-attribute

Príncipe

SV_AH = 'SV-AH' class-attribute instance-attribute

Ahuachapán Department

SV_CA = 'SV-CA' class-attribute instance-attribute

Cabañas Department

SV_CH = 'SV-CH' class-attribute instance-attribute

Chalatenango Department

SV_CU = 'SV-CU' class-attribute instance-attribute

Cuscatlán Department

SV_LI = 'SV-LI' class-attribute instance-attribute

La Libertad Department

SV_MO = 'SV-MO' class-attribute instance-attribute

Morazán Department

SV_PA = 'SV-PA' class-attribute instance-attribute

La Paz Department, El Salvador

SV_SA = 'SV-SA' class-attribute instance-attribute

Santa Ana Department

SV_SM = 'SV-SM' class-attribute instance-attribute

San Miguel Department, El Salvador

SV_SO = 'SV-SO' class-attribute instance-attribute

Sonsonate Department

SV_SS = 'SV-SS' class-attribute instance-attribute

San Salvador Department

SV_SV = 'SV-SV' class-attribute instance-attribute

San Vicente Department

SV_UN = 'SV-UN' class-attribute instance-attribute

La Unión Department

SV_US = 'SV-US' class-attribute instance-attribute

Usulután Department

SY_DI = 'SY-DI' class-attribute instance-attribute

Damascus Governorate

SY_DR = 'SY-DR' class-attribute instance-attribute

Daraa Governorate

SY_DY = 'SY-DY' class-attribute instance-attribute

Dayr az-Zawr

SY_HA = 'SY-HA' class-attribute instance-attribute

Al-Hasakah Governorate

SY_HI = 'SY-HI' class-attribute instance-attribute

Homs Governorate

SY_HL = 'SY-HL' class-attribute instance-attribute

Aleppo Governorate

SY_HM = 'SY-HM' class-attribute instance-attribute

Hama Governorate

SY_ID = 'SY-ID' class-attribute instance-attribute

Idlib Governorate

SY_LA = 'SY-LA' class-attribute instance-attribute

Latakia Governorate

SY_QU = 'SY-QU' class-attribute instance-attribute

Quneitra Governorate

SY_RA = 'SY-RA' class-attribute instance-attribute

Raqqa Governorate

SY_RD = 'SY-RD' class-attribute instance-attribute

Rif-Dimashq Governorate

SY_SU = 'SY-SU' class-attribute instance-attribute

As-Suwayda Governorate

SY_TA = 'SY-TA' class-attribute instance-attribute

Tartus Governorate

SZ_HH = 'SZ-HH' class-attribute instance-attribute

Hhohho Region

SZ_LU = 'SZ-LU' class-attribute instance-attribute

Lubombo Region

SZ_MA = 'SZ-MA' class-attribute instance-attribute

Manzini Region

SZ_SH = 'SZ-SH' class-attribute instance-attribute

Shiselweni Region

TD_BA = 'TD-BA' class-attribute instance-attribute

Batha Region

TD_BG = 'TD-BG' class-attribute instance-attribute

Barh El Gazel

TD_BO = 'TD-BO' class-attribute instance-attribute

Borkou

TD_CB = 'TD-CB' class-attribute instance-attribute

Chari-Baguirmi

TD_EO = 'TD-EO' class-attribute instance-attribute

Ennedi Ouest

TD_GR = 'TD-GR' class-attribute instance-attribute

Guéra

TD_HL = 'TD-HL' class-attribute instance-attribute

Hadjer-Lamis

TD_KA = 'TD-KA' class-attribute instance-attribute

Kanem Region

TD_LC = 'TD-LC' class-attribute instance-attribute

Lac region

TD_LO = 'TD-LO' class-attribute instance-attribute

Logone Occidental

TD_LR = 'TD-LR' class-attribute instance-attribute

Logone Oriental

TD_MA = 'TD-MA' class-attribute instance-attribute

Mandoul

TD_MO = 'TD-MO' class-attribute instance-attribute

Mayo-Kebbi Ouest

TD_ND = 'TD-ND' class-attribute instance-attribute

N'Djamena

TD_SA = 'TD-SA' class-attribute instance-attribute

Salamat

TD_TI = 'TD-TI' class-attribute instance-attribute

Tibesti

TD_WF = 'TD-WF' class-attribute instance-attribute

Wadi Fira

TG_K = 'TG-K' class-attribute instance-attribute

Kara Region

TG_M = 'TG-M' class-attribute instance-attribute

Maritime Region

TG_P = 'TG-P' class-attribute instance-attribute

Plateaux Region

TH_10 = 'TH-10' class-attribute instance-attribute

Bangkok

TH_11 = 'TH-11' class-attribute instance-attribute

Samut Prakan Province

TH_12 = 'TH-12' class-attribute instance-attribute

Nonthaburi Province

TH_13 = 'TH-13' class-attribute instance-attribute

Pathum Thani Province

TH_14 = 'TH-14' class-attribute instance-attribute

Phra Nakhon Si Ayutthaya Province

TH_15 = 'TH-15' class-attribute instance-attribute

Ang Thong Province

TH_16 = 'TH-16' class-attribute instance-attribute

Lopburi Province

TH_17 = 'TH-17' class-attribute instance-attribute

Sing Buri Province

TH_18 = 'TH-18' class-attribute instance-attribute

Chainat Province

TH_19 = 'TH-19' class-attribute instance-attribute

Saraburi Province

TH_20 = 'TH-20' class-attribute instance-attribute

Chonburi Province

TH_21 = 'TH-21' class-attribute instance-attribute

Rayong Province

TH_22 = 'TH-22' class-attribute instance-attribute

Chanthaburi Province

TH_23 = 'TH-23' class-attribute instance-attribute

Trat Province

TH_24 = 'TH-24' class-attribute instance-attribute

Chachoengsao Province

TH_25 = 'TH-25' class-attribute instance-attribute

Prachinburi Province

TH_26 = 'TH-26' class-attribute instance-attribute

Nakhon Nayok Province

TH_27 = 'TH-27' class-attribute instance-attribute

Sa Kaeo Province

TH_30 = 'TH-30' class-attribute instance-attribute

Nakhon Ratchasima Province

TH_31 = 'TH-31' class-attribute instance-attribute

Buriram Province

TH_32 = 'TH-32' class-attribute instance-attribute

Surin Province

TH_33 = 'TH-33' class-attribute instance-attribute

Sisaket Province

TH_34 = 'TH-34' class-attribute instance-attribute

Ubon Ratchathani Province

TH_35 = 'TH-35' class-attribute instance-attribute

Yasothon Province

TH_36 = 'TH-36' class-attribute instance-attribute

Chaiyaphum Province

TH_37 = 'TH-37' class-attribute instance-attribute

Amnat Charoen Province

TH_38 = 'TH-38' class-attribute instance-attribute

Bueng Kan Province

TH_39 = 'TH-39' class-attribute instance-attribute

Nongbua Lamphu Province

TH_40 = 'TH-40' class-attribute instance-attribute

Khon Kaen Province

TH_41 = 'TH-41' class-attribute instance-attribute

Udon Thani Province

TH_42 = 'TH-42' class-attribute instance-attribute

Loei Province

TH_43 = 'TH-43' class-attribute instance-attribute

Nong Khai Province

TH_44 = 'TH-44' class-attribute instance-attribute

Maha Sarakham Province

TH_45 = 'TH-45' class-attribute instance-attribute

Roi Et Province

TH_46 = 'TH-46' class-attribute instance-attribute

Kalasin Province

TH_47 = 'TH-47' class-attribute instance-attribute

Sakon Nakhon Province

TH_48 = 'TH-48' class-attribute instance-attribute

Nakhon Phanom Province

TH_49 = 'TH-49' class-attribute instance-attribute

Mukdahan Province

TH_50 = 'TH-50' class-attribute instance-attribute

Chiang Mai Province

TH_51 = 'TH-51' class-attribute instance-attribute

Lamphun Province

TH_52 = 'TH-52' class-attribute instance-attribute

Lampang Province

TH_53 = 'TH-53' class-attribute instance-attribute

Uttaradit Province

TH_54 = 'TH-54' class-attribute instance-attribute

Phrae Province

TH_55 = 'TH-55' class-attribute instance-attribute

Nan Province

TH_56 = 'TH-56' class-attribute instance-attribute

Phayao Province

TH_57 = 'TH-57' class-attribute instance-attribute

Chiang Rai Province

TH_58 = 'TH-58' class-attribute instance-attribute

Mae Hong Son Province

TH_60 = 'TH-60' class-attribute instance-attribute

Nakhon Sawan Province

TH_61 = 'TH-61' class-attribute instance-attribute

Uthai Thani Province

TH_62 = 'TH-62' class-attribute instance-attribute

Kamphaeng Phet Province

TH_63 = 'TH-63' class-attribute instance-attribute

Tak Province

TH_64 = 'TH-64' class-attribute instance-attribute

Sukhothai Province

TH_65 = 'TH-65' class-attribute instance-attribute

Phitsanulok Province

TH_66 = 'TH-66' class-attribute instance-attribute

Phichit Province

TH_67 = 'TH-67' class-attribute instance-attribute

Phetchabun Province

TH_70 = 'TH-70' class-attribute instance-attribute

Ratchaburi Province

TH_71 = 'TH-71' class-attribute instance-attribute

Kanchanaburi Province

TH_72 = 'TH-72' class-attribute instance-attribute

Suphanburi Province

TH_73 = 'TH-73' class-attribute instance-attribute

Nakhon Pathom Province

TH_74 = 'TH-74' class-attribute instance-attribute

Samut Sakhon Province

TH_75 = 'TH-75' class-attribute instance-attribute

Samut Songkhram Province

TH_76 = 'TH-76' class-attribute instance-attribute

Phetchaburi Province

TH_77 = 'TH-77' class-attribute instance-attribute

Prachuap Khiri Khan Province

TH_80 = 'TH-80' class-attribute instance-attribute

Nakhon Si Thammarat Province

TH_81 = 'TH-81' class-attribute instance-attribute

Krabi Province

TH_82 = 'TH-82' class-attribute instance-attribute

Phang Nga Province

TH_83 = 'TH-83' class-attribute instance-attribute

Phuket Province

TH_84 = 'TH-84' class-attribute instance-attribute

Surat Thani Province

TH_85 = 'TH-85' class-attribute instance-attribute

Ranong Province

TH_86 = 'TH-86' class-attribute instance-attribute

Chumphon Province

TH_90 = 'TH-90' class-attribute instance-attribute

Songkhla Province

TH_91 = 'TH-91' class-attribute instance-attribute

Satun Province

TH_92 = 'TH-92' class-attribute instance-attribute

Trang Province

TH_93 = 'TH-93' class-attribute instance-attribute

Phatthalung Province

TH_94 = 'TH-94' class-attribute instance-attribute

Pattani Province

TH_95 = 'TH-95' class-attribute instance-attribute

Yala Province

TH_96 = 'TH-96' class-attribute instance-attribute

Narathiwat Province

TH_S = 'TH-S' class-attribute instance-attribute

Pattaya

TJ_DU = 'TJ-DU' class-attribute instance-attribute

Dushanbe

TJ_GB = 'TJ-GB' class-attribute instance-attribute

Gorno-Badakhshan Autonomous Province

TJ_KT = 'TJ-KT' class-attribute instance-attribute

Khatlon Province

TJ_RA = 'TJ-RA' class-attribute instance-attribute

Region of Republican Subordination

TJ_SU = 'TJ-SU' class-attribute instance-attribute

Sughd province

TL_AL = 'TL-AL' class-attribute instance-attribute

Aileu (Municipality)

TL_AN = 'TL-AN' class-attribute instance-attribute

Ainaro (Municipality)

TL_BA = 'TL-BA' class-attribute instance-attribute

Baucau (Municipality)

TL_BO = 'TL-BO' class-attribute instance-attribute

Bobonaro (Municipality)

TL_CO = 'TL-CO' class-attribute instance-attribute

Cova Lima

TL_DI = 'TL-DI' class-attribute instance-attribute

Dili (Municipality)

TL_ER = 'TL-ER' class-attribute instance-attribute

Ermera (Municipality)

TL_LA = 'TL-LA' class-attribute instance-attribute

Lautém (Municipality)

TL_LI = 'TL-LI' class-attribute instance-attribute

Liquiçá (Municipality)

TL_MF = 'TL-MF' class-attribute instance-attribute

Manufahi

TL_MT = 'TL-MT' class-attribute instance-attribute

Manatuto (Municipality)

TL_OE = 'TL-OE' class-attribute instance-attribute

Oe-Cusse Ambeno

TL_VI = 'TL-VI' class-attribute instance-attribute

Viqueque (Municipality)

TM_A = 'TM-A' class-attribute instance-attribute

Ahal Province

TM_B = 'TM-B' class-attribute instance-attribute

Balkan Province

TM_D = 'TM-D' class-attribute instance-attribute

Daşoguz Province

TM_L = 'TM-L' class-attribute instance-attribute

Lebap Province

TM_M = 'TM-M' class-attribute instance-attribute

Mary Province

TM_S = 'TM-S' class-attribute instance-attribute

Aşgabat

TN_11 = 'TN-11' class-attribute instance-attribute

Tunis Governorate

TN_12 = 'TN-12' class-attribute instance-attribute

Ariana Governorate

TN_13 = 'TN-13' class-attribute instance-attribute

Ben Arous Governorate

TN_14 = 'TN-14' class-attribute instance-attribute

Manouba Governorate

TN_21 = 'TN-21' class-attribute instance-attribute

Nabeul Governorate

TN_22 = 'TN-22' class-attribute instance-attribute

Zaghouan Governorate

TN_23 = 'TN-23' class-attribute instance-attribute

Bizerte Governorate

TN_31 = 'TN-31' class-attribute instance-attribute

Béja Governorate

TN_32 = 'TN-32' class-attribute instance-attribute

Jendouba Governorate

TN_33 = 'TN-33' class-attribute instance-attribute

Kef Governorate

TN_34 = 'TN-34' class-attribute instance-attribute

Siliana Governorate

TN_41 = 'TN-41' class-attribute instance-attribute

Kairouan Governorate

TN_42 = 'TN-42' class-attribute instance-attribute

Kasserine Governorate

TN_43 = 'TN-43' class-attribute instance-attribute

Sidi Bouzid Governorate

TN_51 = 'TN-51' class-attribute instance-attribute

Sousse Governorate

TN_52 = 'TN-52' class-attribute instance-attribute

Monastir Governorate

TN_53 = 'TN-53' class-attribute instance-attribute

Mahdia Governorate

TN_61 = 'TN-61' class-attribute instance-attribute

Sfax Governorate

TN_71 = 'TN-71' class-attribute instance-attribute

Gafsa Governorate

TN_72 = 'TN-72' class-attribute instance-attribute

Tozeur Governorate

TN_73 = 'TN-73' class-attribute instance-attribute

Kebili Governorate

TN_81 = 'TN-81' class-attribute instance-attribute

Gabès Governorate

TN_82 = 'TN-82' class-attribute instance-attribute

Medenine Governorate

TN_83 = 'TN-83' class-attribute instance-attribute

Tataouine Governorate

TO_03 = 'TO-03' class-attribute instance-attribute

Niua Islands

TR_01 = 'TR-01' class-attribute instance-attribute

Adana Province

TR_02 = 'TR-02' class-attribute instance-attribute

Adıyaman Province

TR_03 = 'TR-03' class-attribute instance-attribute

Afyonkarahisar Province

TR_04 = 'TR-04' class-attribute instance-attribute

Ağrı Province

TR_05 = 'TR-05' class-attribute instance-attribute

Amasya Province

TR_06 = 'TR-06' class-attribute instance-attribute

Ankara

TR_07 = 'TR-07' class-attribute instance-attribute

Antalya Province

TR_08 = 'TR-08' class-attribute instance-attribute

Artvin Province

TR_09 = 'TR-09' class-attribute instance-attribute

Aydın Province

TR_10 = 'TR-10' class-attribute instance-attribute

Balıkesir Province

TR_11 = 'TR-11' class-attribute instance-attribute

Bilecik Province

TR_12 = 'TR-12' class-attribute instance-attribute

Bingöl Province

TR_13 = 'TR-13' class-attribute instance-attribute

Bitlis Province

TR_14 = 'TR-14' class-attribute instance-attribute

Bolu Province

TR_15 = 'TR-15' class-attribute instance-attribute

Burdur Province

TR_16 = 'TR-16' class-attribute instance-attribute

Bursa Province

TR_17 = 'TR-17' class-attribute instance-attribute

Çanakkale Province

TR_18 = 'TR-18' class-attribute instance-attribute

Çankırı Province

TR_19 = 'TR-19' class-attribute instance-attribute

Çorum Province

TR_20 = 'TR-20' class-attribute instance-attribute

Denizli Province

TR_21 = 'TR-21' class-attribute instance-attribute

Diyarbakır Province

TR_22 = 'TR-22' class-attribute instance-attribute

Edirne Province

TR_23 = 'TR-23' class-attribute instance-attribute

Elâzığ Province

TR_24 = 'TR-24' class-attribute instance-attribute

Erzincan Province

TR_25 = 'TR-25' class-attribute instance-attribute

Erzurum Province

TR_26 = 'TR-26' class-attribute instance-attribute

Eskişehir Province

TR_27 = 'TR-27' class-attribute instance-attribute

Gaziantep Province

TR_28 = 'TR-28' class-attribute instance-attribute

Giresun Province

TR_29 = 'TR-29' class-attribute instance-attribute

Gümüşhane Province

TR_30 = 'TR-30' class-attribute instance-attribute

Hakkâri Province

TR_31 = 'TR-31' class-attribute instance-attribute

Hatay Province

TR_32 = 'TR-32' class-attribute instance-attribute

Isparta Province

TR_33 = 'TR-33' class-attribute instance-attribute

Mersin Province

TR_34 = 'TR-34' class-attribute instance-attribute

Istanbul Province

TR_35 = 'TR-35' class-attribute instance-attribute

İzmir Province

TR_36 = 'TR-36' class-attribute instance-attribute

Kars Province

TR_37 = 'TR-37' class-attribute instance-attribute

Kastamonu Province

TR_38 = 'TR-38' class-attribute instance-attribute

Kayseri Province

TR_39 = 'TR-39' class-attribute instance-attribute

Kırklareli Province

TR_40 = 'TR-40' class-attribute instance-attribute

Kırşehir Province

TR_41 = 'TR-41' class-attribute instance-attribute

Kocaeli Province

TR_42 = 'TR-42' class-attribute instance-attribute

Konya Province

TR_43 = 'TR-43' class-attribute instance-attribute

Kütahya Province

TR_44 = 'TR-44' class-attribute instance-attribute

Malatya Province

TR_45 = 'TR-45' class-attribute instance-attribute

Manisa Province

TR_46 = 'TR-46' class-attribute instance-attribute

Kahramanmaraş Province

TR_47 = 'TR-47' class-attribute instance-attribute

Mardin Province

TR_48 = 'TR-48' class-attribute instance-attribute

Muğla Province

TR_49 = 'TR-49' class-attribute instance-attribute

Muş Province

TR_50 = 'TR-50' class-attribute instance-attribute

Nevşehir Province

TR_51 = 'TR-51' class-attribute instance-attribute

Niğde Province

TR_52 = 'TR-52' class-attribute instance-attribute

Ordu Province

TR_53 = 'TR-53' class-attribute instance-attribute

Rize Province

TR_54 = 'TR-54' class-attribute instance-attribute

Sakarya Province

TR_55 = 'TR-55' class-attribute instance-attribute

Samsun Province

TR_56 = 'TR-56' class-attribute instance-attribute

Siirt Province

TR_57 = 'TR-57' class-attribute instance-attribute

Sinop Province

TR_58 = 'TR-58' class-attribute instance-attribute

Sivas Province

TR_59 = 'TR-59' class-attribute instance-attribute

Tekirdağ Province

TR_60 = 'TR-60' class-attribute instance-attribute

Tokat Province

TR_61 = 'TR-61' class-attribute instance-attribute

Trabzon Province

TR_62 = 'TR-62' class-attribute instance-attribute

Tunceli Province

TR_63 = 'TR-63' class-attribute instance-attribute

Şanlıurfa Province

TR_64 = 'TR-64' class-attribute instance-attribute

Uşak Province

TR_65 = 'TR-65' class-attribute instance-attribute

Van Province

TR_66 = 'TR-66' class-attribute instance-attribute

Yozgat Province

TR_67 = 'TR-67' class-attribute instance-attribute

Zonguldak Province

TR_68 = 'TR-68' class-attribute instance-attribute

Aksaray

TR_69 = 'TR-69' class-attribute instance-attribute

Bayburt Province

TR_70 = 'TR-70' class-attribute instance-attribute

Karaman Province

TR_71 = 'TR-71' class-attribute instance-attribute

Kırıkkale Province

TR_72 = 'TR-72' class-attribute instance-attribute

Batman Province

TR_73 = 'TR-73' class-attribute instance-attribute

Şırnak Province

TR_74 = 'TR-74' class-attribute instance-attribute

Bartın Province

TR_75 = 'TR-75' class-attribute instance-attribute

Ardahan Province

TR_76 = 'TR-76' class-attribute instance-attribute

Iğdır

TR_77 = 'TR-77' class-attribute instance-attribute

Yalova Province

TR_78 = 'TR-78' class-attribute instance-attribute

Karabük Province

TR_79 = 'TR-79' class-attribute instance-attribute

Kilis Province

TR_80 = 'TR-80' class-attribute instance-attribute

Osmaniye Province

TR_81 = 'TR-81' class-attribute instance-attribute

Düzce Province

TT_ARI = 'TT-ARI' class-attribute instance-attribute

Arima, Trinidad and Tobago

TT_CHA = 'TT-CHA' class-attribute instance-attribute

Chaguanas

TT_CTT = 'TT-CTT' class-attribute instance-attribute

Couva-Tabaquite-Talparo Regional Corporation

TT_DMN = 'TT-DMN' class-attribute instance-attribute

Diego Martin Regional Corporation

TT_MRC = 'TT-MRC' class-attribute instance-attribute

Mayaro-Rio Claro Regional Corporation

TT_PED = 'TT-PED' class-attribute instance-attribute

Penal-Debe

TT_POS = 'TT-POS' class-attribute instance-attribute

Port of Spain

TT_PRT = 'TT-PRT' class-attribute instance-attribute

Princes Town Regional Corporation

TT_PTF = 'TT-PTF' class-attribute instance-attribute

Point Fortin

TT_SFO = 'TT-SFO' class-attribute instance-attribute

San Fernando, Trinidad and Tobago

TT_SGE = 'TT-SGE' class-attribute instance-attribute

Sangre Grande Regional Corporation

TT_SIP = 'TT-SIP' class-attribute instance-attribute

Siparia Regional Corporation

TT_SJL = 'TT-SJL' class-attribute instance-attribute

San Juan-Laventille

TT_TUP = 'TT-TUP' class-attribute instance-attribute

Tunapuna-Piarco Regional Corporation

TV_FUN = 'TV-FUN' class-attribute instance-attribute

Funafuti

TV_NIT = 'TV-NIT' class-attribute instance-attribute

Niutao

TV_NKF = 'TV-NKF' class-attribute instance-attribute

Nukufetau

TV_NKL = 'TV-NKL' class-attribute instance-attribute

Nukulaelae

TV_NMA = 'TV-NMA' class-attribute instance-attribute

Nanumea

TV_NMG = 'TV-NMG' class-attribute instance-attribute

Nanumanga

TV_NUI = 'TV-NUI' class-attribute instance-attribute

Nui

TV_VAI = 'TV-VAI' class-attribute instance-attribute

Vaitupu

TW_CHA = 'TW-CHA' class-attribute instance-attribute

Changhua County

TW_CYI = 'TW-CYI' class-attribute instance-attribute

Chiayi City

TW_CYQ = 'TW-CYQ' class-attribute instance-attribute

Chiayi County

TW_HSQ = 'TW-HSQ' class-attribute instance-attribute

Hsinchu County

TW_HSZ = 'TW-HSZ' class-attribute instance-attribute

Hsinchu City

TW_HUA = 'TW-HUA' class-attribute instance-attribute

Hualien County

TW_ILA = 'TW-ILA' class-attribute instance-attribute

Yilan County

TW_KEE = 'TW-KEE' class-attribute instance-attribute

Keelung

TW_KHH = 'TW-KHH' class-attribute instance-attribute

Kaohsiung

TW_KHQ = 'TW-KHQ' class-attribute instance-attribute

Kaohsiung County

TW_KIN = 'TW-KIN' class-attribute instance-attribute

Kinmen

TW_LIE = 'TW-LIE' class-attribute instance-attribute

Lienchiang County

TW_MIA = 'TW-MIA' class-attribute instance-attribute

Miaoli County

TW_NAN = 'TW-NAN' class-attribute instance-attribute

Nantou County

TW_NWT = 'TW-NWT' class-attribute instance-attribute

New Taipei

TW_PEN = 'TW-PEN' class-attribute instance-attribute

Penghu County

TW_PIF = 'TW-PIF' class-attribute instance-attribute

Pingtung County

TW_TAO = 'TW-TAO' class-attribute instance-attribute

Taoyuan City

TW_TNN = 'TW-TNN' class-attribute instance-attribute

Tainan

TW_TNQ = 'TW-TNQ' class-attribute instance-attribute

Tainan County

TW_TPE = 'TW-TPE' class-attribute instance-attribute

Taipei

TW_TTT = 'TW-TTT' class-attribute instance-attribute

Taitung County

TW_TXG = 'TW-TXG' class-attribute instance-attribute

Taichung City

TW_TXQ = 'TW-TXQ' class-attribute instance-attribute

Taichung County

TW_YUN = 'TW-YUN' class-attribute instance-attribute

Yunlin County

TZ_01 = 'TZ-01' class-attribute instance-attribute

Arusha Region

TZ_02 = 'TZ-02' class-attribute instance-attribute

Dar es Salaam Region

TZ_03 = 'TZ-03' class-attribute instance-attribute

Dodoma Region

TZ_04 = 'TZ-04' class-attribute instance-attribute

Iringa Region

TZ_05 = 'TZ-05' class-attribute instance-attribute

Kagera Region

TZ_06 = 'TZ-06' class-attribute instance-attribute

Pemba North Region

TZ_07 = 'TZ-07' class-attribute instance-attribute

Unguja North Region

TZ_08 = 'TZ-08' class-attribute instance-attribute

Kigoma Region

TZ_09 = 'TZ-09' class-attribute instance-attribute

Kilimanjaro Region

TZ_10 = 'TZ-10' class-attribute instance-attribute

Pemba South Region

TZ_11 = 'TZ-11' class-attribute instance-attribute

Unguja Central South Region

TZ_12 = 'TZ-12' class-attribute instance-attribute

Lindi Region

TZ_13 = 'TZ-13' class-attribute instance-attribute

Mara Region

TZ_14 = 'TZ-14' class-attribute instance-attribute

Mbeya Region

TZ_15 = 'TZ-15' class-attribute instance-attribute

Unguja Urban West Region

TZ_16 = 'TZ-16' class-attribute instance-attribute

Morogoro Region

TZ_17 = 'TZ-17' class-attribute instance-attribute

Mtwara Region

TZ_18 = 'TZ-18' class-attribute instance-attribute

Mwanza Region

TZ_19 = 'TZ-19' class-attribute instance-attribute

Pwani Region

TZ_20 = 'TZ-20' class-attribute instance-attribute

Rukwa Region

TZ_21 = 'TZ-21' class-attribute instance-attribute

Ruvuma Region

TZ_22 = 'TZ-22' class-attribute instance-attribute

Shinyanga Region

TZ_23 = 'TZ-23' class-attribute instance-attribute

Singida Region

TZ_24 = 'TZ-24' class-attribute instance-attribute

Tabora Region

TZ_25 = 'TZ-25' class-attribute instance-attribute

Tanga Region

TZ_26 = 'TZ-26' class-attribute instance-attribute

Manyara Region

TZ_27 = 'TZ-27' class-attribute instance-attribute

Geita Region

TZ_28 = 'TZ-28' class-attribute instance-attribute

Katavi Region

TZ_29 = 'TZ-29' class-attribute instance-attribute

Njombe Region

TZ_30 = 'TZ-30' class-attribute instance-attribute

Simiyu Region

UA_05 = 'UA-05' class-attribute instance-attribute

Vinnytsia Oblast

UA_07 = 'UA-07' class-attribute instance-attribute

Volyn Oblast

UA_09 = 'UA-09' class-attribute instance-attribute

Luhansk Oblast

UA_12 = 'UA-12' class-attribute instance-attribute

Dnipropetrovsk Oblast

UA_14 = 'UA-14' class-attribute instance-attribute

Donetsk Oblast

UA_18 = 'UA-18' class-attribute instance-attribute

Zhytomyr Oblast

UA_21 = 'UA-21' class-attribute instance-attribute

Zakarpattia Oblast

UA_23 = 'UA-23' class-attribute instance-attribute

Zaporizhzhia Oblast

UA_26 = 'UA-26' class-attribute instance-attribute

Ivano-Frankivsk Oblast

UA_30 = 'UA-30' class-attribute instance-attribute

Kyiv

UA_32 = 'UA-32' class-attribute instance-attribute

Kyiv Oblast

UA_35 = 'UA-35' class-attribute instance-attribute

Kirovohrad Oblast

UA_40 = 'UA-40' class-attribute instance-attribute

Sevastopol

UA_43 = 'UA-43' class-attribute instance-attribute

Autonomous Republic of Crimea

UA_46 = 'UA-46' class-attribute instance-attribute

Lviv Oblast

UA_48 = 'UA-48' class-attribute instance-attribute

Mykolaiv Oblast

UA_51 = 'UA-51' class-attribute instance-attribute

Odesa Oblast

UA_53 = 'UA-53' class-attribute instance-attribute

Poltava Oblast

UA_56 = 'UA-56' class-attribute instance-attribute

Rivne Oblast

UA_59 = 'UA-59' class-attribute instance-attribute

Sumy Oblast

UA_61 = 'UA-61' class-attribute instance-attribute

Ternopil Oblast

UA_63 = 'UA-63' class-attribute instance-attribute

Kharkiv Oblast

UA_65 = 'UA-65' class-attribute instance-attribute

Kherson Oblast

UA_68 = 'UA-68' class-attribute instance-attribute

Khmelnytskyi Oblast

UA_71 = 'UA-71' class-attribute instance-attribute

Cherkasy Oblast

UA_74 = 'UA-74' class-attribute instance-attribute

Chernihiv Oblast

UA_77 = 'UA-77' class-attribute instance-attribute

Chernivtsi Oblast

UG_105 = 'UG-105' class-attribute instance-attribute

Masaka District

UG_107 = 'UG-107' class-attribute instance-attribute

Mubende District

UG_113 = 'UG-113' class-attribute instance-attribute

Wakiso District

UG_202 = 'UG-202' class-attribute instance-attribute

Busia District

UG_204 = 'UG-204' class-attribute instance-attribute

Jinja District

UG_207 = 'UG-207' class-attribute instance-attribute

Katakwi District

UG_208 = 'UG-208' class-attribute instance-attribute

Kumi District

UG_212 = 'UG-212' class-attribute instance-attribute

Tororo District

UG_220 = 'UG-220' class-attribute instance-attribute

Bukwo District

UG_225 = 'UG-225' class-attribute instance-attribute

Bulambuli District

UG_303 = 'UG-303' class-attribute instance-attribute

Arua District, Uganda

UG_304 = 'UG-304' class-attribute instance-attribute

Gulu

UG_305 = 'UG-305' class-attribute instance-attribute

Kitgum District

UG_307 = 'UG-307' class-attribute instance-attribute

Lira, Uganda

UG_310 = 'UG-310' class-attribute instance-attribute

Nebbi District

UG_315 = 'UG-315' class-attribute instance-attribute

Amolatar District

UG_316 = 'UG-316' class-attribute instance-attribute

Amuru District

UG_317 = 'UG-317' class-attribute instance-attribute

Dokolo District

UG_318 = 'UG-318' class-attribute instance-attribute

Kaabong District

UG_321 = 'UG-321' class-attribute instance-attribute

Oyam District

UG_401 = 'UG-401' class-attribute instance-attribute

Bundibugyo District

UG_406 = 'UG-406' class-attribute instance-attribute

Kasese District

UG_408 = 'UG-408' class-attribute instance-attribute

Kisoro District

UG_409 = 'UG-409' class-attribute instance-attribute

Masindi District

UG_412 = 'UG-412' class-attribute instance-attribute

Rukungiri District

UG_414 = 'UG-414' class-attribute instance-attribute

Kanungu District

UG_416 = 'UG-416' class-attribute instance-attribute

Buliisa District

UG_417 = 'UG-417' class-attribute instance-attribute

Ibanda District

UG_418 = 'UG-418' class-attribute instance-attribute

Isingiro District, Uganda

UG_422 = 'UG-422' class-attribute instance-attribute

Kyegegwa District

UG_423 = 'UG-423' class-attribute instance-attribute

Mitooma District

UG_429 = 'UG-429' class-attribute instance-attribute

Rubanda District

UG_435 = 'UG-435' class-attribute instance-attribute

Rwampara District

UG_E = 'UG-E' class-attribute instance-attribute

Eastern Region, Uganda

UG_N = 'UG-N' class-attribute instance-attribute

Northern Region, Uganda

UM_67 = 'UM-67' class-attribute instance-attribute

Johnston Atoll

UM_71 = 'UM-71' class-attribute instance-attribute

Midway Atoll

UM_76 = 'UM-76' class-attribute instance-attribute

Navassa Island

UM_79 = 'UM-79' class-attribute instance-attribute

Wake Island

UM_81 = 'UM-81' class-attribute instance-attribute

Baker Island

UM_84 = 'UM-84' class-attribute instance-attribute

Howland Island

UM_86 = 'UM-86' class-attribute instance-attribute

Jarvis Island

UM_89 = 'UM-89' class-attribute instance-attribute

Kingman Reef

UM_95 = 'UM-95' class-attribute instance-attribute

Palmyra Atoll

US_AK = 'US-AK' class-attribute instance-attribute

Alaska

US_AL = 'US-AL' class-attribute instance-attribute

Alabama

US_AR = 'US-AR' class-attribute instance-attribute

Arkansas

US_AS = 'US-AS' class-attribute instance-attribute

American Samoa

US_AZ = 'US-AZ' class-attribute instance-attribute

Arizona

US_CA = 'US-CA' class-attribute instance-attribute

California

US_CO = 'US-CO' class-attribute instance-attribute

Colorado

US_CT = 'US-CT' class-attribute instance-attribute

Connecticut

US_DC = 'US-DC' class-attribute instance-attribute

District of Columbia

US_DE = 'US-DE' class-attribute instance-attribute

Delaware

US_FL = 'US-FL' class-attribute instance-attribute

Florida

US_GA = 'US-GA' class-attribute instance-attribute

Georgia (U.S. state)

US_GU = 'US-GU' class-attribute instance-attribute

Guam

US_HI = 'US-HI' class-attribute instance-attribute

Hawaii

US_IA = 'US-IA' class-attribute instance-attribute

Iowa

US_ID = 'US-ID' class-attribute instance-attribute

Idaho

US_IL = 'US-IL' class-attribute instance-attribute

Illinois

US_IN = 'US-IN' class-attribute instance-attribute

Indiana

US_KS = 'US-KS' class-attribute instance-attribute

Kansas

US_KY = 'US-KY' class-attribute instance-attribute

Kentucky

US_LA = 'US-LA' class-attribute instance-attribute

Louisiana

US_MA = 'US-MA' class-attribute instance-attribute

Massachusetts

US_MD = 'US-MD' class-attribute instance-attribute

Maryland

US_ME = 'US-ME' class-attribute instance-attribute

Maine

US_MI = 'US-MI' class-attribute instance-attribute

Michigan

US_MN = 'US-MN' class-attribute instance-attribute

Minnesota

US_MO = 'US-MO' class-attribute instance-attribute

Missouri

US_MP = 'US-MP' class-attribute instance-attribute

Northern Mariana Islands

US_MS = 'US-MS' class-attribute instance-attribute

Mississippi (state)

US_MT = 'US-MT' class-attribute instance-attribute

Montana

US_NC = 'US-NC' class-attribute instance-attribute

North Carolina

US_ND = 'US-ND' class-attribute instance-attribute

North Dakota

US_NE = 'US-NE' class-attribute instance-attribute

Nebraska

US_NH = 'US-NH' class-attribute instance-attribute

New Hampshire

US_NJ = 'US-NJ' class-attribute instance-attribute

New Jersey

US_NM = 'US-NM' class-attribute instance-attribute

New Mexico

US_NV = 'US-NV' class-attribute instance-attribute

Nevada

US_NY = 'US-NY' class-attribute instance-attribute

New York (state)

US_OH = 'US-OH' class-attribute instance-attribute

Ohio

US_OK = 'US-OK' class-attribute instance-attribute

Oklahoma

US_OR = 'US-OR' class-attribute instance-attribute

Oregon

US_PA = 'US-PA' class-attribute instance-attribute

Pennsylvania

US_PR = 'US-PR' class-attribute instance-attribute

Puerto Rico

US_RI = 'US-RI' class-attribute instance-attribute

Rhode Island

US_SC = 'US-SC' class-attribute instance-attribute

South Carolina

US_SD = 'US-SD' class-attribute instance-attribute

South Dakota

US_TN = 'US-TN' class-attribute instance-attribute

Tennessee

US_TX = 'US-TX' class-attribute instance-attribute

Texas

US_UM = 'US-UM' class-attribute instance-attribute

United States Minor Outlying Islands

US_UT = 'US-UT' class-attribute instance-attribute

Utah

US_VA = 'US-VA' class-attribute instance-attribute

Virginia

US_VT = 'US-VT' class-attribute instance-attribute

Vermont

US_WA = 'US-WA' class-attribute instance-attribute

Washington (state)

US_WI = 'US-WI' class-attribute instance-attribute

Wisconsin

US_WV = 'US-WV' class-attribute instance-attribute

West Virginia

US_WY = 'US-WY' class-attribute instance-attribute

Wyoming

UY_AR = 'UY-AR' class-attribute instance-attribute

Artigas Department

UY_CA = 'UY-CA' class-attribute instance-attribute

Canelones Department

UY_CL = 'UY-CL' class-attribute instance-attribute

Cerro Largo Department

UY_CO = 'UY-CO' class-attribute instance-attribute

Colonia Department

UY_DU = 'UY-DU' class-attribute instance-attribute

Durazno Department

UY_FD = 'UY-FD' class-attribute instance-attribute

Florida Department

UY_FS = 'UY-FS' class-attribute instance-attribute

Flores Department

UY_LA = 'UY-LA' class-attribute instance-attribute

Lavalleja Department

UY_MA = 'UY-MA' class-attribute instance-attribute

Maldonado Department

UY_MO = 'UY-MO' class-attribute instance-attribute

Montevideo Department

UY_PA = 'UY-PA' class-attribute instance-attribute

Paysandú Department

UY_RN = 'UY-RN' class-attribute instance-attribute

Río Negro Department

UY_RO = 'UY-RO' class-attribute instance-attribute

Rocha Department

UY_RV = 'UY-RV' class-attribute instance-attribute

Rivera Department

UY_SA = 'UY-SA' class-attribute instance-attribute

Salto Department

UY_SJ = 'UY-SJ' class-attribute instance-attribute

San José Department

UY_SO = 'UY-SO' class-attribute instance-attribute

Soriano Department

UY_TA = 'UY-TA' class-attribute instance-attribute

Tacuarembó Department

UY_TT = 'UY-TT' class-attribute instance-attribute

Treinta y Tres Department

UZ_AN = 'UZ-AN' class-attribute instance-attribute

Andijan Region

UZ_BU = 'UZ-BU' class-attribute instance-attribute

Bukhara Region

UZ_FA = 'UZ-FA' class-attribute instance-attribute

Fergana Region

UZ_JI = 'UZ-JI' class-attribute instance-attribute

Jizzakh Region

UZ_NG = 'UZ-NG' class-attribute instance-attribute

Namangan Region

UZ_NW = 'UZ-NW' class-attribute instance-attribute

Navoiy Region

UZ_QA = 'UZ-QA' class-attribute instance-attribute

Qashqadaryo Region

UZ_QR = 'UZ-QR' class-attribute instance-attribute

Karakalpakstan

UZ_SA = 'UZ-SA' class-attribute instance-attribute

Samarqand Region

UZ_SI = 'UZ-SI' class-attribute instance-attribute

Sirdaryo Region

UZ_SU = 'UZ-SU' class-attribute instance-attribute

Surxondaryo Region

UZ_TK = 'UZ-TK' class-attribute instance-attribute

Tashkent

UZ_TO = 'UZ-TO' class-attribute instance-attribute

Tashkent Region

UZ_XO = 'UZ-XO' class-attribute instance-attribute

Xorazm Region

VC_01 = 'VC-01' class-attribute instance-attribute

Charlotte Parish, Saint Vincent and the Grenadines

VC_02 = 'VC-02' class-attribute instance-attribute

Saint Andrew Parish, Saint Vincent and the Grenadines

VC_03 = 'VC-03' class-attribute instance-attribute

Saint David Parish, Saint Vincent and the Grenadines

VC_04 = 'VC-04' class-attribute instance-attribute

Saint George Parish, Saint Vincent and the Grenadines

VC_05 = 'VC-05' class-attribute instance-attribute

Saint Patrick Parish, Saint Vincent and the Grenadines

VE_A = 'VE-A' class-attribute instance-attribute

Distrito Capital (Venezuela)

VE_B = 'VE-B' class-attribute instance-attribute

Anzoátegui

VE_C = 'VE-C' class-attribute instance-attribute

Apure (state)

VE_D = 'VE-D' class-attribute instance-attribute

Aragua

VE_E = 'VE-E' class-attribute instance-attribute

Barinas (state)

VE_F = 'VE-F' class-attribute instance-attribute

Bolívar (state)

VE_G = 'VE-G' class-attribute instance-attribute

Carabobo

VE_H = 'VE-H' class-attribute instance-attribute

Cojedes

VE_I = 'VE-I' class-attribute instance-attribute

Falcón

VE_J = 'VE-J' class-attribute instance-attribute

Guárico

VE_K = 'VE-K' class-attribute instance-attribute

Lara (state)

VE_L = 'VE-L' class-attribute instance-attribute

Mérida (state)

VE_M = 'VE-M' class-attribute instance-attribute

Miranda (state)

VE_N = 'VE-N' class-attribute instance-attribute

Monagas

VE_O = 'VE-O' class-attribute instance-attribute

Nueva Esparta

VE_P = 'VE-P' class-attribute instance-attribute

Portuguesa (state)

VE_R = 'VE-R' class-attribute instance-attribute

Sucre (state)

VE_S = 'VE-S' class-attribute instance-attribute

Táchira

VE_T = 'VE-T' class-attribute instance-attribute

Trujillo (state)

VE_U = 'VE-U' class-attribute instance-attribute

Yaracuy

VE_V = 'VE-V' class-attribute instance-attribute

Zulia (state)

VE_W = 'VE-W' class-attribute instance-attribute

Federal dependencies of Venezuela

VE_X = 'VE-X' class-attribute instance-attribute

La Guaira (state)

VE_Y = 'VE-Y' class-attribute instance-attribute

Delta Amacuro

VE_Z = 'VE-Z' class-attribute instance-attribute

Amazonas (Venezuela)

VN_01 = 'VN-01' class-attribute instance-attribute

Lai Chau

VN_02 = 'VN-02' class-attribute instance-attribute

Lao Cai

VN_03 = 'VN-03' class-attribute instance-attribute

Ha Giang

VN_04 = 'VN-04' class-attribute instance-attribute

Cao Bang

VN_05 = 'VN-05' class-attribute instance-attribute

Son La

VN_06 = 'VN-06' class-attribute instance-attribute

Yen Bai

VN_07 = 'VN-07' class-attribute instance-attribute

Tuyen Quang

VN_09 = 'VN-09' class-attribute instance-attribute

Lang Son

VN_13 = 'VN-13' class-attribute instance-attribute

Quang Ninh

VN_14 = 'VN-14' class-attribute instance-attribute

Hoa Binh

VN_15 = 'VN-15' class-attribute instance-attribute

Hanoi

VN_18 = 'VN-18' class-attribute instance-attribute

Ninh Binh

VN_20 = 'VN-20' class-attribute instance-attribute

Thai Binh

VN_21 = 'VN-21' class-attribute instance-attribute

Thanh Hoa

VN_22 = 'VN-22' class-attribute instance-attribute

Nghe An

VN_23 = 'VN-23' class-attribute instance-attribute

Ha Tinh

VN_24 = 'VN-24' class-attribute instance-attribute

Quang Binh

VN_25 = 'VN-25' class-attribute instance-attribute

Quang Tri

VN_26 = 'VN-26' class-attribute instance-attribute

Thua Thien Hue

VN_27 = 'VN-27' class-attribute instance-attribute

Quang Nam

VN_28 = 'VN-28' class-attribute instance-attribute

Kon Tum

VN_29 = 'VN-29' class-attribute instance-attribute

Quang Ngai

VN_30 = 'VN-30' class-attribute instance-attribute

Gia Lai

VN_31 = 'VN-31' class-attribute instance-attribute

Binh Dinh

VN_32 = 'VN-32' class-attribute instance-attribute

Phu Yen

VN_33 = 'VN-33' class-attribute instance-attribute

Dak Lak

VN_34 = 'VN-34' class-attribute instance-attribute

Khanh Hoa

VN_35 = 'VN-35' class-attribute instance-attribute

Lam Dong

VN_36 = 'VN-36' class-attribute instance-attribute

Ninh Thuan

VN_37 = 'VN-37' class-attribute instance-attribute

Tay Ninh

VN_39 = 'VN-39' class-attribute instance-attribute

Dong Nai

VN_40 = 'VN-40' class-attribute instance-attribute

Binh Thuan

VN_41 = 'VN-41' class-attribute instance-attribute

Long An

VN_43 = 'VN-43' class-attribute instance-attribute

Ba Ria-Vung Tau

VN_44 = 'VN-44' class-attribute instance-attribute

An Giang

VN_45 = 'VN-45' class-attribute instance-attribute

Dong Thap

VN_46 = 'VN-46' class-attribute instance-attribute

Tien Giang

VN_47 = 'VN-47' class-attribute instance-attribute

Kien Giang

VN_49 = 'VN-49' class-attribute instance-attribute

Vinh Long

VN_50 = 'VN-50' class-attribute instance-attribute

Ben Tre

VN_51 = 'VN-51' class-attribute instance-attribute

Tra Vinh

VN_52 = 'VN-52' class-attribute instance-attribute

Soc Trang

VN_53 = 'VN-53' class-attribute instance-attribute

Bac Kan

VN_54 = 'VN-54' class-attribute instance-attribute

Bac Giang

VN_55 = 'VN-55' class-attribute instance-attribute

Bac Lieu

VN_56 = 'VN-56' class-attribute instance-attribute

Bac Ninh

VN_57 = 'VN-57' class-attribute instance-attribute

Binh Duong

VN_58 = 'VN-58' class-attribute instance-attribute

Binh Phuoc

VN_59 = 'VN-59' class-attribute instance-attribute

Ca Mau

VN_61 = 'VN-61' class-attribute instance-attribute

Hai Duong

VN_63 = 'VN-63' class-attribute instance-attribute

Ha Nam

VN_66 = 'VN-66' class-attribute instance-attribute

Hung Yen

VN_67 = 'VN-67' class-attribute instance-attribute

Nam Dinh

VN_68 = 'VN-68' class-attribute instance-attribute

Phu Tho

VN_69 = 'VN-69' class-attribute instance-attribute

Thai Nguyen

VN_70 = 'VN-70' class-attribute instance-attribute

Vinh Phuc

VN_71 = 'VN-71' class-attribute instance-attribute

Dien Bien

VN_72 = 'VN-72' class-attribute instance-attribute

Dak Nong

VN_73 = 'VN-73' class-attribute instance-attribute

Hau Giang

VN_CT = 'VN-CT' class-attribute instance-attribute

Can Tho

VN_DN = 'VN-DN' class-attribute instance-attribute

Da Nang

VN_HN = 'VN-HN' class-attribute instance-attribute

Hanoi

VN_HP = 'VN-HP' class-attribute instance-attribute

Haiphong

VN_SG = 'VN-SG' class-attribute instance-attribute

Ho Chi Minh City

VU_PAM = 'VU-PAM' class-attribute instance-attribute

Penama Province

VU_SAM = 'VU-SAM' class-attribute instance-attribute

Sanma

VU_TAE = 'VU-TAE' class-attribute instance-attribute

Tafea Province

VU_TOB = 'VU-TOB' class-attribute instance-attribute

Torba Province

WF_AL = 'WF-AL' class-attribute instance-attribute

Alo

WF_SG = 'WF-SG' class-attribute instance-attribute

Sigave

WF_UV = 'WF-UV' class-attribute instance-attribute

Uvea

YE_AB = 'YE-AB' class-attribute instance-attribute

Abyan Governorate

YE_AD = 'YE-AD' class-attribute instance-attribute

Aden Governorate

YE_AM = 'YE-AM' class-attribute instance-attribute

Amran Governorate

YE_BA = 'YE-BA' class-attribute instance-attribute

Al Bayda' Governorate

YE_DA = 'YE-DA' class-attribute instance-attribute

Dhale Governorate

YE_DH = 'YE-DH' class-attribute instance-attribute

Dhamar Governorate

YE_HD = 'YE-HD' class-attribute instance-attribute

Hadhramaut Governorate

YE_HJ = 'YE-HJ' class-attribute instance-attribute

Hajjah Governorate

YE_HU = 'YE-HU' class-attribute instance-attribute

Al Hudaydah Governorate

YE_IB = 'YE-IB' class-attribute instance-attribute

Ibb Governorate

YE_LA = 'YE-LA' class-attribute instance-attribute

Lahij Governorate

YE_MA = 'YE-MA' class-attribute instance-attribute

Ma'rib Governorate

YE_MR = 'YE-MR' class-attribute instance-attribute

Mahra Governorate

YE_MW = 'YE-MW' class-attribute instance-attribute

Al Mahwit Governorate

YE_RA = 'YE-RA' class-attribute instance-attribute

Raymah Governorate

YE_SD = 'YE-SD' class-attribute instance-attribute

Saada Governorate

YE_SH = 'YE-SH' class-attribute instance-attribute

Shabwah Governorate

YE_SN = 'YE-SN' class-attribute instance-attribute

Sanaa Governorate

YE_SU = 'YE-SU' class-attribute instance-attribute

Socotra Governorate

YE_TA = 'YE-TA' class-attribute instance-attribute

Taiz Governorate

ZA_EC = 'ZA-EC' class-attribute instance-attribute

Eastern Cape

ZA_FS = 'ZA-FS' class-attribute instance-attribute

Free State

ZA_GP = 'ZA-GP' class-attribute instance-attribute

Gauteng

ZA_KZN = 'ZA-KZN' class-attribute instance-attribute

KwaZulu-Natal

ZA_LP = 'ZA-LP' class-attribute instance-attribute

Limpopo

ZA_MP = 'ZA-MP' class-attribute instance-attribute

Mpumalanga

ZA_NC = 'ZA-NC' class-attribute instance-attribute

Northern Cape

ZA_NW = 'ZA-NW' class-attribute instance-attribute

North West (South Africa)

ZA_WC = 'ZA-WC' class-attribute instance-attribute

Western Cape

ZM_02 = 'ZM-02' class-attribute instance-attribute

Central Province (Zambia)

ZM_03 = 'ZM-03' class-attribute instance-attribute

Eastern Province (Zambia)

ZM_04 = 'ZM-04' class-attribute instance-attribute

Luapula Province

ZM_05 = 'ZM-05' class-attribute instance-attribute

Northern Province (Zambia)

ZM_06 = 'ZM-06' class-attribute instance-attribute

North Western Province (Zambia)

ZM_07 = 'ZM-07' class-attribute instance-attribute

Southern Province (Zambia)

ZM_08 = 'ZM-08' class-attribute instance-attribute

Copperbelt Province

ZM_09 = 'ZM-09' class-attribute instance-attribute

Lusaka Province

ZM_10 = 'ZM-10' class-attribute instance-attribute

Muchinga Province

ZW_MA = 'ZW-MA' class-attribute instance-attribute

Manicaland Province

ZW_MC = 'ZW-MC' class-attribute instance-attribute

Mashonaland Central Province

ZW_ME = 'ZW-ME' class-attribute instance-attribute

Mashonaland East

ZW_MI = 'ZW-MI' class-attribute instance-attribute

Midlands Province

ZW_MN = 'ZW-MN' class-attribute instance-attribute

Matabeleland North

ZW_MS = 'ZW-MS' class-attribute instance-attribute

Matabeleland South

ZW_MV = 'ZW-MV' class-attribute instance-attribute

Masvingo Province

ZW_MW = 'ZW-MW' class-attribute instance-attribute

Mashonaland West

SupraNationalJurisdiction

Bases: str, Enum

Supra-national or intergovernmental jurisdiction, from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:SupraNationalUnion (e.g. EU, EEA), plus International.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class SupraNationalJurisdiction(str, Enum):
    """
    Supra-national or intergovernmental jurisdiction, from the DPV Location vocabulary (https://w3id.org/dpv/loc). Values are members of dpv:SupraNationalUnion (e.g. EU, EEA), plus International.
    """
    EEA = "EEA"
    """
    European Economic Area (EEA)
    """
    EEA30 = "EEA30"
    """
    EEA 30 Member States
    """
    EEA31 = "EEA31"
    """
    EEA 31 Member States
    """
    EU = "EU"
    """
    European Union (EU)
    """
    EU27 = "EU27"
    """
    EU 27 Member States
    """
    EU28 = "EU28"
    """
    EU 28 Member States
    """
    International = "International"
    """
    Explicitly global scope not attributable to any single country or recognised regional body.
    """

EEA = 'EEA' class-attribute instance-attribute

European Economic Area (EEA)

EEA30 = 'EEA30' class-attribute instance-attribute

EEA 30 Member States

EEA31 = 'EEA31' class-attribute instance-attribute

EEA 31 Member States

EU = 'EU' class-attribute instance-attribute

European Union (EU)

EU27 = 'EU27' class-attribute instance-attribute

EU 27 Member States

EU28 = 'EU28' class-attribute instance-attribute

EU 28 Member States

International = 'International' class-attribute instance-attribute

Explicitly global scope not attributable to any single country or recognised regional body.

Taxonomy

Bases: Entity

A hierachical taxonomy of concepts, with their definitions and relationships.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Taxonomy(Entity):
    """
    A hierachical taxonomy of concepts, with their definitions and relationships.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'abstract': True,
         'class_uri': 'skos:ConceptScheme',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["Taxonomy"] = Field(default="Taxonomy", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Term

Bases: Entry

A term and its definitions.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Term(Entry):
    """
    A term and its definitions.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'from_schema': 'https://w3id.org/ai-atlas-nexus/common'})

    isDefinedByVocabulary: Optional[str] = Field(default=None, description="""A relationship where a term or a term group is defined by a vocabulary""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'Term', 'Adapter', 'LLMIntrinsic'],
         'slot_uri': 'schema:isPartOf'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasParentDefinition: Optional[list[str]] = Field(default=None, description="""Indicates parent terms associated with a term""", json_schema_extra = { "linkml_meta": {'domain_of': ['Term'], 'slot_uri': 'nexus:hasParentDefinition'} })
    hasSubDefinition: Optional[list[str]] = Field(default=None, description="""Indicates child terms associated with a term""", json_schema_extra = { "linkml_meta": {'domain_of': ['Term'], 'slot_uri': 'nexus:hasSubDefinition'} })
    hasRelatedRisk: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity relates to a risk""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Term',
                       'LLMQuestionPolicy',
                       'Action',
                       'AiSystem',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'Adapter',
                       'LLMIntrinsic']} })
    isDefinedByTaxonomy: Optional[str] = Field(default=None, description="""A relationship where a concept or a concept group is defined by a taxonomy""", json_schema_extra = { "linkml_meta": {'domain_of': ['Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'RiskControlGroup',
                       'RiskGroup',
                       'Risk',
                       'RiskControl',
                       'Action',
                       'RiskIncident',
                       'CapabilityGroup',
                       'AiTaskDomain',
                       'AiTaskGroup',
                       'Stakeholder',
                       'StakeholderGroup',
                       'Requirement'],
         'slot_uri': 'schema:isPartOf'} })
    hasExternalReference: Optional[list[str]] = Field(default=None, description="""External references / additional resources related to this entity, such as articles, tools, or datasets. Distinct from hasDocumentation, which documents the entity itself. External references are not necessarily curated or vetted, and quality will vary.""", json_schema_extra = { "linkml_meta": {'aliases': ['additional resources', 'external_links'],
         'close_mappings': ['rdfs:seeAlso'],
         'domain_of': ['Control', 'Entry'],
         'slot_uri': 'nexus:hasExternalReference'} })
    isPartOf: Optional[str] = Field(default=None, description="""A relationship where an entity is part of another entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry',
                       'Risk',
                       'CapabilityGroup',
                       'LargeLanguageModel',
                       'AiTaskGroup',
                       'Stakeholder'],
         'slot_uri': 'schema:isPartOf'} })
    requiredByTask: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry is required to perform a specific AI task.""", json_schema_extra = { "linkml_meta": {'domain': 'Entry',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'requiresCapability'} })
    requiresCapability: Optional[list[Any]] = Field(default=None, description="""Indicates that this entry requires a specific capability""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'LargeLanguageModel', 'AiTask', 'Adapter'],
         'inverse': 'requiredByTask'} })
    implementedByAdapter: Optional[list[Any]] = Field(default=None, description="""Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters).""", json_schema_extra = { "linkml_meta": {'domain': 'Any',
         'domain_of': ['Entry', 'Capability'],
         'inverse': 'implementsCapability'} })
    hasRule: Optional[list[str]] = Field(default=None, description="""Specifying applicability or inclusion of a rule within specified context.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entry', 'LLMQuestionPolicy', 'Rule', 'Requirement'],
         'slot_uri': 'dpv:hasRule'} })
    type: Literal["Term"] = Field(default="Term", description="""The entry type or class designation specifying what kind of entry this is.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

ThirdPartyEvaluationEngagement

Bases: Entity

A single engagement in which an independent third-party evaluator evaluates one or more AI systems of a system provider, using one or more benchmarks or other evaluations, and reports the operating conditions of the engagement against evaluation standards such as AEF-1.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class ThirdPartyEvaluationEngagement(Entity):
    """
    A single engagement in which an independent third-party evaluator evaluates one or more AI systems of a system provider, using one or more benchmarks or other evaluations, and reports the operating conditions of the engagement against evaluation standards such as AEF-1.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'nexus:ThirdPartyEvaluationEngagement',
         'close_mappings': ['prov:Activity'],
         'from_schema': 'https://w3id.org/ai-atlas-nexus/ai_eval',
         'related_mappings': ['dpv:Assessment'],
         'slot_usage': {'hasEvaluation': {'description': 'The results produced by the '
                                                         'engagement, across all of '
                                                         'its evaluations.',
                                          'name': 'hasEvaluation'}}})

    hasEvaluator: Optional[str] = Field(default=None, description="""The organization that conducted the evaluation.""", json_schema_extra = { "linkml_meta": {'close_mappings': ['prov:wasAssociatedWith'],
         'domain_of': ['ThirdPartyEvaluationEngagement'],
         'related_mappings': ['earl:assertedBy'],
         'slot_uri': 'nexus:hasEvaluator'} })
    hasSystemProvider: Optional[str] = Field(default=None, description="""The organization which develops or operates the AI systems being evaluated.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ThirdPartyEvaluationEngagement'],
         'slot_uri': 'nexus:hasSystemProvider'} })
    evaluatesAi: Optional[list[str]] = Field(default=None, description="""The AI systems or models (including specific versions) evaluated in the engagement.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ThirdPartyEvaluationEngagement'],
         'related_mappings': ['earl:subject'],
         'slot_uri': 'nexus:evaluatesAi'} })
    usesEvaluation: Optional[list[str]] = Field(default=None, description="""The benchmarks, metrics, or other AI evaluations run as part of the engagement.""", json_schema_extra = { "linkml_meta": {'close_mappings': ['prov:used'],
         'domain_of': ['ThirdPartyEvaluationEngagement'],
         'slot_uri': 'nexus:usesEvaluation'} })
    hasEvaluation: Optional[list[str]] = Field(default=None, description="""The results produced by the engagement, across all of its evaluations.""", json_schema_extra = { "linkml_meta": {'domain_of': ['AiModel', 'ThirdPartyEvaluationEngagement'],
         'slot_uri': 'dqv:hasQualityMeasurement'} })
    hasStandardConformance: Optional[list[EvaluationStandardConformance]] = Field(default=None, description="""The completed checklist(s) of evaluation standards (e.g. AEF-1) that the engagement reports against.""", json_schema_extra = { "linkml_meta": {'domain_of': ['ThirdPartyEvaluationEngagement'],
         'slot_uri': 'nexus:hasStandardConformance'} })
    startDate: Optional[date] = Field(default=None, description="""The date on which the entity started.""", json_schema_extra = { "linkml_meta": {'close_mappings': ['prov:startedAtTime'],
         'domain_of': ['ThirdPartyEvaluationEngagement'],
         'slot_uri': 'schema:startDate'} })
    endDate: Optional[date] = Field(default=None, description="""The date on which the entity ended.""", json_schema_extra = { "linkml_meta": {'close_mappings': ['prov:endedAtTime'],
         'domain_of': ['ThirdPartyEvaluationEngagement'],
         'slot_uri': 'schema:endDate'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

Vocabulary

Bases: Entity

A collection of terms, with their definitions and relationships.

Source code in src/ai_atlas_nexus/ai_risk_ontology/datamodel/ai_risk_ontology.py

class Vocabulary(Entity):
    """
    A collection of terms, with their definitions and relationships.
    """
    linkml_meta: ClassVar[LinkMLMeta] = LinkMLMeta({'class_uri': 'skos:ConceptScheme',
         'from_schema': 'https://w3id.org/ai-atlas-nexus/common',
         'mixin': True})

    version: Optional[str] = Field(default=None, description="""The version of the entity embodied by a specified resource.""", json_schema_extra = { "linkml_meta": {'domain_of': ['License',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'AiTaskTaxonomy'],
         'slot_uri': 'schema:version'} })
    hasDocumentation: Optional[list[str]] = Field(default=None, description="""Indicates documentation associated with an entity.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Group',
                       'Entry',
                       'Term',
                       'Principle',
                       'Rule',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'Action',
                       'BaseAi',
                       'LargeLanguageModelFamily',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'EveryEvalAIResult',
                       'BenchmarkMetadataCard',
                       'ThirdPartyEvaluationEngagement',
                       'Adapter',
                       'LLMIntrinsic'],
         'slot_uri': 'airo:hasDocumentation'} })
    hasLicense: Optional[str] = Field(default=None, description="""Indicates licenses associated with a resource""", json_schema_extra = { "linkml_meta": {'domain_of': ['Dataset',
                       'Documentation',
                       'Vocabulary',
                       'Taxonomy',
                       'RiskTaxonomy',
                       'RiskControlGroupTaxonomy',
                       'BaseAi',
                       'AiTaskTaxonomy',
                       'AiEval',
                       'BenchmarkMetadataCard',
                       'Adapter'],
         'slot_uri': 'airo:hasLicense'} })
    type: Literal["Vocabulary"] = Field(default="Vocabulary", description="""The type or class designation of this entity instance.""", json_schema_extra = { "linkml_meta": {'designates_type': True,
         'domain_of': ['Organization',
                       'Vocabulary',
                       'Taxonomy',
                       'Concept',
                       'Control',
                       'Group',
                       'Entry',
                       'Policy',
                       'Rule',
                       'Permission',
                       'Prohibition',
                       'Obligation',
                       'Recommendation',
                       'Certification',
                       'EvaluationStandard',
                       'BenchmarkMetadataCard',
                       'ControlActivity',
                       'ControlActivityPermission',
                       'ControlActivityProhibition',
                       'ControlActivityObligation',
                       'ControlActivityRecommendation',
                       'Requirement']} })
    id: str = Field(default=..., description="""A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:identifier'} })
    name: Optional[str] = Field(default=None, description="""A text name of this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity', 'BenchmarkMetadataCard'], 'slot_uri': 'schema:name'} })
    description: Optional[str] = Field(default=None, description="""The description of an entity""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:description'} })
    url: Optional[str] = Field(default=None, description="""An optional URL associated with this instance.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:url'} })
    dateCreated: Optional[date] = Field(default=None, description="""The date on which the entity was created.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateCreated'} })
    dateModified: Optional[date] = Field(default=None, description="""The date on which the entity was most recently modified.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'schema:dateModified'} })
    exact_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:exactMatch'} })
    close_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:closeMatch'} })
    related_mappings: Optional[list[Any]] = Field(default=None, description="""The property skos:relatedMatch is used to state an associative mapping link between two concepts.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:relatedMatch'} })
    narrow_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:narrowMatch'} })
    broad_mappings: Optional[list[Any]] = Field(default=None, description="""The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'skos:broadMatch'} })
    isCategorizedAs: Optional[list[Any]] = Field(default=None, description="""A relationship where an entity has been deemed to be categorized""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'slot_uri': 'nexus:isCategorizedAs'} })
    hasLifecycleStatus: Optional[LifecycleStatus] = Field(default=None, description="""The editorial / publication lifecycle state of this entity. Distinct from AiLifecyclePhase, which describes an AI system's runtime evolution rather than the editorial workflow of a catalogued entry.""", json_schema_extra = { "linkml_meta": {'aliases': ['lifecycle_status', 'doc_status'],
         'domain_of': ['Entity'],
         'slot_uri': 'adms:status'} })
    notes: Optional[list[str]] = Field(default=None, description="""Free-text editorial notes, source breadcrumbs, or build-time provenance that do not belong in the user-facing description. Opaque to consumers.""", json_schema_extra = { "linkml_meta": {'domain_of': ['Entity'], 'recommended': False, 'slot_uri': 'skos:note'} })

handler: python options: show_if_no_docstring: true show_submodules: true docstring_section_style: list filters: ["!^*"] heading_level: 2 inherited_members: true merge_init_into_class: true separate_signature: true show_root_heading: true show_root_full_path: false show_signature_annotations: true show_source: false show_symbol_type_heading: true show_symbol_type_toc: true signature_crossrefs: true summary: true