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Class: RiskConcept

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

URI: [airo:RiskConcept](https://w3id.org/airo#RiskConcept)
 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 --> "*" Jurisdiction : hasJurisdiction
        click Jurisdiction href "../Jurisdiction/"



      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 : related_mappings





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



      RiskConcept : type

      RiskConcept : url

## Inheritance - [Entity](Entity.md) - [Concept](Concept.md) - **RiskConcept** ## Class Properties | Property | Value | | --------- | ----------------------------------------------------- | | Class URI | [airo:RiskConcept](https://w3id.org/airo#RiskConcept) | | Mixin | Yes | ## Slots | Name | Cardinality and Range | Description | Inheritance | | ----------------------------------------------- | ------------------------------------------ | -------------------------------------------------------------------------------- | --------------------- | | [isDetectedBy](isDetectedBy.md) | \*
[RiskControl](RiskControl.md) | A relationship where a risk, risk source, consequence, or impact is detected ... | direct | | [isMitigatedBy](isMitigatedBy.md) | \*
[RiskControl](RiskControl.md) | A relationship where a risk, risk source, consequence, or impact is mitigated... | direct | | [isUsedWithinLocality](isUsedWithinLocality.md) | \*
[LocalityOfUse](LocalityOfUse.md) | Specifies the domain an AI system is used within | direct | | [isDefinedByTaxonomy](isDefinedByTaxonomy.md) | 0..1
[Taxonomy](Taxonomy.md) | A relationship where a concept or a concept group is defined by a taxonomy | [Concept](Concept.md) | | [hasDocumentation](hasDocumentation.md) | \*
[Documentation](Documentation.md) | Indicates documentation associated with an entity | [Concept](Concept.md) | | [hasJurisdiction](hasJurisdiction.md) | \*
[Jurisdiction](Jurisdiction.md) | The legal or political jurisdiction(s) in which this concept applies, express... | [Concept](Concept.md) | | [type](type.md) | 0..1
[String](String.md) | The type or class designation of this entity instance | [Concept](Concept.md) | | [id](id.md) | 1
[String](String.md) | A unique identifier to this instance of the model element | [Entity](Entity.md) | | [name](name.md) | 0..1
[String](String.md) | A text name of this instance | [Entity](Entity.md) | | [description](description.md) | 0..1
[String](String.md) | The description of an entity | [Entity](Entity.md) | | [url](url.md) | 0..1
[Uri](Uri.md) | An optional URL associated with this instance | [Entity](Entity.md) | | [dateCreated](dateCreated.md) | 0..1
[Date](Date.md) | The date on which the entity was created | [Entity](Entity.md) | | [dateModified](dateModified.md) | 0..1
[Date](Date.md) | The date on which the entity was most recently modified | [Entity](Entity.md) | | [exact_mappings](exact_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts, indicating a high degree of confid... | [Entity](Entity.md) | | [close_mappings](close_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts that are sufficiently similar that ... | [Entity](Entity.md) | | [related_mappings](related_mappings.md) | \*
[Any](Any.md) | The property skos:relatedMatch is used to state an associative mapping link b... | [Entity](Entity.md) | | [narrow_mappings](narrow_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [broad_mappings](broad_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [isCategorizedAs](isCategorizedAs.md) | \*
[Any](Any.md) | A relationship where an entity has been deemed to be categorized | [Entity](Entity.md) | ## Mixin Usage | mixed into | description | | --------------------------------------- | -------------------------------------------------------------------------------- | | [RiskControlGroup](RiskControlGroup.md) | A group of AI system related risk controls | | [RiskGroup](RiskGroup.md) | A group of AI system related risks that are part of a risk taxonomy | | [Risk](Risk.md) | The state of uncertainty associated with an AI system, that has the potential... | | [RiskControl](RiskControl.md) | A measure that maintains and/or modifies risk (and risk concepts) | | [RiskIncident](RiskIncident.md) | An event occuring or occured which is a realised or materialised risk | | [Impact](Impact.md) | | ## Usages | used by | used in | type | used | | ------------------------------------------------- | ----------------------------------------------- | ------------- | ----------------------------- | | [RiskControlGroup](RiskControlGroup.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskControlGroup](RiskControlGroup.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskGroup](RiskGroup.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskGroup](RiskGroup.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Risk](Risk.md) | [detectsRiskConcept](detectsRiskConcept.md) | range | [RiskConcept](RiskConcept.md) | | [Risk](Risk.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Risk](Risk.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskConcept](RiskConcept.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskConcept](RiskConcept.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskControl](RiskControl.md) | [detectsRiskConcept](detectsRiskConcept.md) | range | [RiskConcept](RiskConcept.md) | | [RiskControl](RiskControl.md) | [mitigatesRiskConcept](mitigatesRiskConcept.md) | range | [RiskConcept](RiskConcept.md) | | [RiskControl](RiskControl.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskControl](RiskControl.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Action](Action.md) | [detectsRiskConcept](detectsRiskConcept.md) | range | [RiskConcept](RiskConcept.md) | | [Action](Action.md) | [mitigatesRiskConcept](mitigatesRiskConcept.md) | range | [RiskConcept](RiskConcept.md) | | [Action](Action.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Action](Action.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasStatus](hasStatus.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasSeverity](hasSeverity.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasLikelihood](hasLikelihood.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasImpactOn](hasImpactOn.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasConsequence](hasConsequence.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [hasImpact](hasImpact.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [RiskIncident](RiskIncident.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Impact](Impact.md) | [isDetectedBy](isDetectedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [Impact](Impact.md) | [isMitigatedBy](isMitigatedBy.md) | domain | [RiskConcept](RiskConcept.md) | | [EveryEvalAIResult](EveryEvalAIResult.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [RiskConcept](RiskConcept.md) | | [BenchmarkMetadataCard](BenchmarkMetadataCard.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [RiskConcept](RiskConcept.md) | | [LLMIntrinsic](LLMIntrinsic.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [RiskConcept](RiskConcept.md) | | [LLMIntrinsic](LLMIntrinsic.md) | [hasRelatedTerm](hasRelatedTerm.md) | any_of[range] | [RiskConcept](RiskConcept.md) | ## 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
```yaml 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
```yaml 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 alias: isDetectedBy 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 alias: isMitigatedBy 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 alias: 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 alias: isDefinedByTaxonomy 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 alias: 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 political jurisdiction(s) in which this concept applies, expressed as ISO 3166-1 country codes. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: dpv:hasJurisdiction alias: hasJurisdiction owner: RiskConcept domain_of: - Concept range: Jurisdiction multivalued: true inlined: false 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 alias: type 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 alias: id 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 alias: 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 alias: 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 alias: 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 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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:broadMatch alias: broad_mappings 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 alias: isCategorizedAs owner: RiskConcept domain_of: - Entity range: Any multivalued: true inlined: false class_uri: airo:RiskConcept ````