Class: RiskConcept

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

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

      RiskConcept <|-- RiskControlGroup
        click RiskControlGroup href "../RiskControlGroup/"
      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 : hasJurisdiction
        
      RiskConcept : hasLifecycleStatus
        
          
    
        
        
        RiskConcept --> "0..1" LifecycleStatus : hasLifecycleStatus
        click LifecycleStatus href "../LifecycleStatus/"
    

        
      RiskConcept : id
        
      RiskConcept : isCategorizedAs
        
          
    
        
        
        RiskConcept --> "*" Any : isCategorizedAs
        click Any href "../Any/"
    

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

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

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

        
      RiskConcept : isUsedWithinLocality
        
          
    
        
        
        RiskConcept --> "*" LocalityOfUse : isUsedWithinLocality
        click LocalityOfUse href "../LocalityOfUse/"
    

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

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

        
      RiskConcept : type
        
      RiskConcept : url

Inheritance

Entity
- Concept
  - RiskConcept

Class Properties

Property	Value
Class URI	airo:RiskConcept
Mixin	Yes

Slots

Name	Cardinality and Range	Description	Inheritance
isDetectedBy	* RiskControl	A relationship where a risk, risk source, consequence, or impact is detected …	direct
isMitigatedBy	* RiskControl	A relationship where a risk, risk source, consequence, or impact is mitigated…	direct
isUsedWithinLocality	* LocalityOfUse	Specifies the domain an AI system is used within	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
hasJurisdiction	* String or Jurisdiction or SupraNationalJurisdiction or SubnationalJurisdiction	The legal or regulatory jurisdiction(s) applicable to an AI system, policy, r…	Concept
type	0..1 String	The type or class designation of this entity instance	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
isCategorizedAs	* Any	A relationship where an entity has been deemed to be categorized	Entity
hasLifecycleStatus	0..1 LifecycleStatus	The editorial / publication lifecycle state of this entity	Entity
notes	* String	Free-text editorial notes, source breadcrumbs, or build-time provenance that …	Entity

Mixin Usage

mixed into	description
RiskControlGroup	A group of AI system related risk controls
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
RiskControlGroup	isDetectedBy	domain	RiskConcept
RiskControlGroup	isMitigatedBy	domain	RiskConcept
RiskGroup	isDetectedBy	domain	RiskConcept
RiskGroup	isMitigatedBy	domain	RiskConcept
Risk	detectsRiskConcept	range	RiskConcept
Risk	isDetectedBy	domain	RiskConcept
Risk	isMitigatedBy	domain	RiskConcept
RiskConcept	isDetectedBy	domain	RiskConcept
RiskConcept	isMitigatedBy	domain	RiskConcept
RiskControl	detectsRiskConcept	range	RiskConcept
RiskControl	mitigatesRiskConcept	range	RiskConcept
RiskControl	isDetectedBy	domain	RiskConcept
RiskControl	isMitigatedBy	domain	RiskConcept
Action	detectsRiskConcept	range	RiskConcept
Action	mitigatesRiskConcept	range	RiskConcept
Action	isDetectedBy	domain	RiskConcept
Action	isMitigatedBy	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
RiskIncident	isMitigatedBy	domain	RiskConcept
Impact	isDetectedBy	domain	RiskConcept
Impact	isMitigatedBy	domain	RiskConcept
EveryEvalAIResult	hasRelatedRisk	range	RiskConcept
BenchmarkMetadataCard	hasRelatedRisk	range	RiskConcept
LLMIntrinsic	hasRelatedRisk	range	RiskConcept
LLMIntrinsic	hasRelatedTerm	any_of[range]	RiskConcept

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Concept
mixin: true
slots:
- isDetectedBy
- isMitigatedBy
- isUsedWithinLocality
class_uri: airo:RiskConcept

Induced

name: RiskConcept
description: An umbrella term for referring to risk, risk source, consequence and
  impact.
from_schema: https://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: RiskConcept
    owner: RiskConcept
    domain_of:
    - RiskConcept
    inverse: detectsRiskConcept
    range: RiskControl
    multivalued: true
    inlined: false
  isMitigatedBy:
    name: isMitigatedBy
    description: A relationship where a risk, risk source, consequence, or impact
      is mitigated by a risk control.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: RiskConcept
    owner: RiskConcept
    domain_of:
    - RiskConcept
    inverse: mitigatesRiskConcept
    range: RiskControl
    multivalued: true
    inlined: false
  isUsedWithinLocality:
    name: isUsedWithinLocality
    description: Specifies the domain an AI system is used within.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:isUsedWithinLocality
    owner: RiskConcept
    domain_of:
    - RiskConcept
    - AiSystem
    range: LocalityOfUse
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: RiskConcept
    domain_of:
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - RiskControlGroup
    - RiskGroup
    - Risk
    - RiskControl
    - Action
    - RiskIncident
    - CapabilityGroup
    - AiTaskDomain
    - AiTaskGroup
    - Stakeholder
    - StakeholderGroup
    - Requirement
    range: Taxonomy
  hasDocumentation:
    name: hasDocumentation
    description: Indicates documentation associated with an entity.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasDocumentation
    owner: RiskConcept
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiTaskTaxonomy
    - AiEval
    - EveryEvalAIResult
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  hasJurisdiction:
    name: hasJurisdiction
    description: The legal or regulatory jurisdiction(s) applicable to an AI system,
      policy, risk, or obligation. Accepts ISO 3166-1 country codes, supra-national
      bodies, or subnational jurisdictions with distinct regulatory significance.
      Aligns with dpv:hasJurisdiction.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    see_also:
    - https://w3id.org/dpv#hasJurisdiction
    rank: 1000
    slot_uri: dpv:hasJurisdiction
    owner: RiskConcept
    domain_of:
    - Concept
    range: string
    multivalued: true
    inlined: false
    any_of:
    - range: Jurisdiction
    - range: SupraNationalJurisdiction
    - range: SubnationalJurisdiction
  type:
    name: type
    description: The type or class designation of this entity instance.
    from_schema: https://w3id.org/ai-atlas-nexus/common
    designates_type: true
    owner: RiskConcept
    domain_of:
    - Vocabulary
    - Taxonomy
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - Permission
    - Prohibition
    - Obligation
    - Recommendation
    - Certification
    - BenchmarkMetadataCard
    - ControlActivity
    - ControlActivityPermission
    - ControlActivityProhibition
    - ControlActivityObligation
    - ControlActivityRecommendation
    - Requirement
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: RiskConcept
    domain_of:
    - Entity
    range: string
    required: true
  name:
    name: name
    description: A text name of this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:name
    owner: RiskConcept
    domain_of:
    - Entity
    - BenchmarkMetadataCard
    range: string
  description:
    name: description
    description: The description of an entity
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:description
    owner: RiskConcept
    domain_of:
    - Entity
    range: string
  url:
    name: url
    description: An optional URL associated with this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:url
    owner: RiskConcept
    domain_of:
    - Entity
    range: uri
  dateCreated:
    name: dateCreated
    description: The date on which the entity was created.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema: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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema: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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:exactMatch
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:closeMatch
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:relatedMatch
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:narrowMatch
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:broadMatch
    owner: RiskConcept
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: nexus:isCategorizedAs
    owner: RiskConcept
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  hasLifecycleStatus:
    name: hasLifecycleStatus
    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.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    aliases:
    - lifecycle_status
    - doc_status
    rank: 1000
    slot_uri: adms:status
    owner: RiskConcept
    domain_of:
    - Entity
    range: LifecycleStatus
  notes:
    name: notes
    description: Free-text editorial notes, source breadcrumbs, or build-time provenance
      that do not belong in the user-facing description. Opaque to consumers.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:note
    owner: RiskConcept
    domain_of:
    - Entity
    range: string
    recommended: false
    multivalued: true
class_uri: airo:RiskConcept