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Class: BaseAi

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

  • NOTE: this is an abstract class and should not be instantiated directly

URI: nexus:BaseAi

 classDiagram
    class BaseAi
    click BaseAi href "../BaseAi/"
      Entity <|-- BaseAi
        click Entity href "../Entity/"


      BaseAi <|-- AiSystem
        click AiSystem href "../AiSystem/"
      BaseAi <|-- AiModel
        click AiModel href "../AiModel/"


      BaseAi : broad_mappings





        BaseAi --> "*" Any : broad_mappings
        click Any href "../Any/"



      BaseAi : close_mappings





        BaseAi --> "*" Any : close_mappings
        click Any href "../Any/"



      BaseAi : dateCreated

      BaseAi : dateModified

      BaseAi : description

      BaseAi : exact_mappings





        BaseAi --> "*" Any : exact_mappings
        click Any href "../Any/"



      BaseAi : hasDocumentation





        BaseAi --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"



      BaseAi : hasLicense





        BaseAi --> "0..1" License : hasLicense
        click License href "../License/"



      BaseAi : hasModelCard

      BaseAi : id

      BaseAi : isCategorizedAs





        BaseAi --> "*" Any : isCategorizedAs
        click Any href "../Any/"



      BaseAi : isProvidedBy





        BaseAi --> "0..1" AiProvider : isProvidedBy
        click AiProvider href "../AiProvider/"



      BaseAi : name

      BaseAi : narrow_mappings





        BaseAi --> "*" Any : narrow_mappings
        click Any href "../Any/"



      BaseAi : performsTask





        BaseAi --> "*" AiTask : performsTask
        click AiTask href "../AiTask/"



      BaseAi : producer





        BaseAi --> "0..1" Organization : producer
        click Organization href "../Organization/"



      BaseAi : related_mappings





        BaseAi --> "*" Any : related_mappings
        click Any href "../Any/"



      BaseAi : url

Inheritance

Slots

Name Cardinality and Range Description Inheritance
producer 0..1
Organization		 A relationship to the Organization instance which produces this instance direct
hasModelCard *
String		 A relationship to model card references direct
hasDocumentation *
Documentation		 Indicates documentation associated with an entity direct
hasLicense 0..1
License		 Indicates licenses associated with a resource direct
performsTask *
AiTask		 relationship indicating the AI tasks an AI model can perform direct
isProvidedBy 0..1
AiProvider		 Indicates provider of an AI system or component direct
id 1
String		 A unique identifier to this instance of the model element Entity
name 0..1
String		 A text name of this instance Entity
description 0..1
String		 The description of an entity Entity
url 0..1
Uri		 An optional URL associated with this instance Entity
dateCreated 0..1
Date		 The date on which the entity was created Entity
dateModified 0..1
Date		 The date on which the entity was most recently modified Entity
exact_mappings *
Any		 The property is used to link two concepts, indicating a high degree of confid... Entity
close_mappings *
Any		 The property is used to link two concepts that are sufficiently similar that ... Entity
related_mappings *
Any		 The property skos:relatedMatch is used to state an associative mapping link b... Entity
narrow_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept... Entity
broad_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept... Entity
isCategorizedAs *
Any		 A relationship where an entity has been deemed to be categorized Entity

Usages

used by used in type used
AiSystem isComposedOf range BaseAi
AiAgent isComposedOf range BaseAi

Identifier and Mapping Information

Schema Source

  • from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology

Mappings

Mapping Type Mapped Value
self nexus:BaseAi
native nexus:BaseAi

LinkML Source

Direct

```yaml name: BaseAi description: Any type of AI, be it a LLM, RL agent, SVM, etc. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology is_a: Entity abstract: true slots: - producer - hasModelCard - hasDocumentation - hasLicense - performsTask - isProvidedBy ````

Induced

```yaml name: BaseAi description: Any type of AI, be it a LLM, RL agent, SVM, etc. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology is_a: Entity abstract: true attributes: producer: name: producer description: A relationship to the Organization instance which produces this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: producer owner: BaseAi domain_of: - BaseAi range: Organization hasModelCard: name: hasModelCard description: A relationship to model card references. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: hasModelCard owner: BaseAi domain_of: - BaseAi range: string multivalued: true inlined: true inlined_as_list: true hasDocumentation: name: hasDocumentation description: Indicates documentation associated with an entity. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:hasDocumentation alias: hasDocumentation owner: BaseAi domain_of: - Dataset - Vocabulary - Taxonomy - Concept - Group - Entry - Term - Principle - RiskTaxonomy - RiskControlGroupTaxonomy - Action - BaseAi - LargeLanguageModelFamily - AiEval - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: Documentation multivalued: true inlined: false hasLicense: name: hasLicense description: Indicates licenses associated with a resource from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:hasLicense alias: hasLicense owner: BaseAi domain_of: - Dataset - Documentation - Vocabulary - Taxonomy - RiskTaxonomy - RiskControlGroupTaxonomy - BaseAi - AiEval - BenchmarkMetadataCard - Adapter range: License performsTask: name: performsTask description: relationship indicating the AI tasks an AI model can perform. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: performsTask owner: BaseAi domain_of: - BaseAi range: AiTask multivalued: true inlined: false isProvidedBy: name: isProvidedBy description: Indicates provider of an AI system or component. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:isProvidedBy alias: isProvidedBy owner: BaseAi domain_of: - BaseAi range: AiProvider id: name: id description: A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:identifier identifier: true alias: id owner: BaseAi domain_of: - Entity range: string required: true name: name: name description: A text name of this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:name alias: name owner: BaseAi domain_of: - Entity - BenchmarkMetadataCard range: string description: name: description description: The description of an entity from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:description alias: description owner: BaseAi domain_of: - Entity range: string url: name: url description: An optional URL associated with this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:url alias: url owner: BaseAi domain_of: - Entity range: uri dateCreated: name: dateCreated description: The date on which the entity was created. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:dateCreated alias: dateCreated owner: BaseAi domain_of: - Entity range: date required: false dateModified: name: dateModified description: The date on which the entity was most recently modified. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:dateModified alias: dateModified owner: BaseAi domain_of: - Entity range: date required: false exact_mappings: name: exact_mappings 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 from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:exactMatch alias: exact_mappings owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false close_mappings: name: close_mappings description: The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:closeMatch alias: close_mappings owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false related_mappings: name: related_mappings description: The property skos:relatedMatch is used to state an associative mapping link between two concepts. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:relatedMatch alias: related_mappings owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false narrow_mappings: name: narrow_mappings 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. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:narrowMatch alias: narrow_mappings owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false broad_mappings: name: broad_mappings 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. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:broadMatch alias: broad_mappings owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false isCategorizedAs: name: isCategorizedAs description: A relationship where an entity has been deemed to be categorized from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: nexus:isCategorizedAs alias: isCategorizedAs owner: BaseAi domain_of: - Entity range: Any multivalued: true inlined: false ````