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Class: RiskConcept

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

URI: airo:RiskConcept

 classDiagram
    class RiskConcept
    click RiskConcept href "../RiskConcept/"
      Concept <|-- RiskConcept
        click Concept href "../Concept/"


      RiskConcept <|-- RiskGroup
        click RiskGroup href "../RiskGroup/"
      RiskConcept <|-- Risk
        click Risk href "../Risk/"
      RiskConcept <|-- RiskControl
        click RiskControl href "../RiskControl/"
      RiskConcept <|-- RiskIncident
        click RiskIncident href "../RiskIncident/"
      RiskConcept <|-- Impact
        click Impact href "../Impact/"


      RiskConcept : broad_mappings





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



      RiskConcept : close_mappings





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



      RiskConcept : dateCreated

      RiskConcept : dateModified

      RiskConcept : description

      RiskConcept : exact_mappings





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



      RiskConcept : hasDocumentation





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



      RiskConcept : id

      RiskConcept : isDefinedByTaxonomy





        RiskConcept --> "0..1" Taxonomy : isDefinedByTaxonomy
        click Taxonomy href "../Taxonomy/"



      RiskConcept : isDetectedBy





        RiskConcept --> "*" RiskControl : isDetectedBy
        click RiskControl href "../RiskControl/"



      RiskConcept : name

      RiskConcept : narrow_mappings





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



      RiskConcept : related_mappings





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



      RiskConcept : type

      RiskConcept : url

Inheritance

Slots

Name Cardinality and Range Description Inheritance
isDetectedBy *
RiskControl		 A relationship where a risk, risk source, consequence, or impact is detected ... direct
isDefinedByTaxonomy 0..1
Taxonomy		 A relationship where a concept or a concept group is defined by a taxonomy Concept
hasDocumentation *
Documentation		 Indicates documentation associated with an entity Concept
type 0..1
String		 Concept
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

Mixin Usage

mixed into description
RiskGroup A group of AI system related risks that are part of a risk taxonomy
Risk The state of uncertainty associated with an AI system, that has the potential...
RiskControl A measure that maintains and/or modifies risk (and risk concepts)
RiskIncident An event occuring or occured which is a realised or materialised risk
Impact

Usages

used by used in type used
Term hasRelatedRisk any_of[range] RiskConcept
LLMQuestionPolicy hasRelatedRisk any_of[range] RiskConcept
RiskGroup isDetectedBy domain RiskConcept
Risk detectsRiskConcept range RiskConcept
Risk isDetectedBy domain RiskConcept
RiskConcept isDetectedBy domain RiskConcept
RiskControl detectsRiskConcept range RiskConcept
RiskControl isDetectedBy domain RiskConcept
Action hasRelatedRisk any_of[range] RiskConcept
Action detectsRiskConcept range RiskConcept
Action isDetectedBy domain RiskConcept
RiskIncident hasStatus domain RiskConcept
RiskIncident hasSeverity domain RiskConcept
RiskIncident hasLikelihood domain RiskConcept
RiskIncident hasImpactOn domain RiskConcept
RiskIncident hasConsequence domain RiskConcept
RiskIncident hasImpact domain RiskConcept
RiskIncident isDetectedBy domain RiskConcept
Impact isDetectedBy domain RiskConcept
AiEval hasRelatedRisk any_of[range] RiskConcept
BenchmarkMetadataCard hasRelatedRisk any_of[range] RiskConcept
Question hasRelatedRisk any_of[range] RiskConcept
Questionnaire hasRelatedRisk any_of[range] RiskConcept
Adapter hasRelatedRisk any_of[range] RiskConcept
LLMIntrinsic hasRelatedRisk any_of[range] RiskConcept
LLMIntrinsic hasRelatedTerm any_of[range] RiskConcept

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 airo:RiskConcept
native nexus:RiskConcept

LinkML Source

Direct

name: RiskConcept
description: An umbrella term for referring to risk, risk source, consequence and
  impact.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Concept
mixin: true
slots:
- isDetectedBy
class_uri: airo:RiskConcept

Induced

name: RiskConcept
description: An umbrella term for referring to risk, risk source, consequence and
  impact.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Concept
mixin: true
attributes:
  isDetectedBy:
    name: isDetectedBy
    description: A relationship where a risk, risk source, consequence, or impact
      is detected by a risk control.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    domain: RiskConcept
    alias: isDetectedBy
    owner: RiskConcept
    domain_of:
    - RiskConcept
    inverse: detectsRiskConcept
    range: RiskControl
    multivalued: true
    inlined: false
  isDefinedByTaxonomy:
    name: isDefinedByTaxonomy
    description: A relationship where a concept or a concept group is defined by a
      taxonomy
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    alias: isDefinedByTaxonomy
    owner: RiskConcept
    domain_of:
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - RiskGroup
    - Risk
    - RiskControl
    - Action
    - RiskIncident
    - CapabilityGroup
    - StakeholderGroup
    - Stakeholder
    range: Taxonomy
  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: RiskConcept
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  type:
    name: type
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common
    designates_type: true
    alias: type
    owner: RiskConcept
    domain_of:
    - Vocabulary
    - Taxonomy
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    range: string
  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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    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: RiskConcept
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
class_uri: airo:RiskConcept