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AI-LinkMO

Class: LLMIntrinsic

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.

URI: ai:Capability

 classDiagram
    class LLMIntrinsic
    click LLMIntrinsic href "../LLMIntrinsic/"
      Entry <|-- LLMIntrinsic
        click Entry href "../Entry/"
      
      LLMIntrinsic : broad_mappings
        
          
    
        
        
        LLMIntrinsic --> "*" Any : broad_mappings
        click Any href "../Any/"
    

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

        
      LLMIntrinsic : dateCreated
        
      LLMIntrinsic : dateModified
        
      LLMIntrinsic : description
        
      LLMIntrinsic : exact_mappings
        
          
    
        
        
        LLMIntrinsic --> "*" Any : exact_mappings
        click Any href "../Any/"
    

        
      LLMIntrinsic : hasAdapter
        
          
    
        
        
        LLMIntrinsic --> "*" Adapter : hasAdapter
        click Adapter href "../Adapter/"
    

        
      LLMIntrinsic : hasCapability
        
          
    
        
        
        LLMIntrinsic --> "*" Capability : hasCapability
        click Capability href "../Capability/"
    

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

        
      LLMIntrinsic : hasExternalReference
        
          
    
        
        
        LLMIntrinsic --> "*" Documentation : hasExternalReference
        click Documentation href "../Documentation/"
    

        
      LLMIntrinsic : hasLifecycleStatus
        
          
    
        
        
        LLMIntrinsic --> "0..1" LifecycleStatus : hasLifecycleStatus
        click LifecycleStatus href "../LifecycleStatus/"
    

        
      LLMIntrinsic : hasRelatedRisk
        
          
    
        
        
        LLMIntrinsic --> "*" RiskConcept : hasRelatedRisk
        click RiskConcept href "../RiskConcept/"
    

        
      LLMIntrinsic : hasRelatedTerm
        
          
    
        
        
        LLMIntrinsic --> "*" Term : hasRelatedTerm
        click Term href "../Term/"
    

        
      LLMIntrinsic : hasRule
        
          
    
        
        
        LLMIntrinsic --> "*" Rule : hasRule
        click Rule href "../Rule/"
    

        
      LLMIntrinsic : id
        
      LLMIntrinsic : implementedByAdapter
        
          
    
        
        
        LLMIntrinsic --> "*" Any : implementedByAdapter
        click Any href "../Any/"
    

        
      LLMIntrinsic : implementsCapability
        
          
    
        
        
        LLMIntrinsic --> "*" Capability : implementsCapability
        click Capability href "../Capability/"
    

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

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

        
      LLMIntrinsic : isDefinedByVocabulary
        
          
    
        
        
        LLMIntrinsic --> "0..1" Vocabulary : isDefinedByVocabulary
        click Vocabulary href "../Vocabulary/"
    

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

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

        
      LLMIntrinsic : requiredByTask
        
          
    
        
        
        LLMIntrinsic --> "*" Any : requiredByTask
        click Any href "../Any/"
    

        
      LLMIntrinsic : requiresCapability
        
          
    
        
        
        LLMIntrinsic --> "*" Any : requiresCapability
        click Any href "../Any/"
    

        
      LLMIntrinsic : type
        
      LLMIntrinsic : url

Inheritance

Section titled “Inheritance”

Class Properties

Section titled “Class Properties”
Property Value
Class URI ai:Capability

Slots

Section titled “Slots”
Name Cardinality and Range Description Inheritance
hasRelatedRisk *
RiskConcept		 A relationship where an entity relates to a risk direct
hasRelatedTerm *
Term or 
RiskConcept		 A relationship where an entity relates to a term direct
hasDocumentation *
Documentation		 Indicates documentation associated with an entity direct
isDefinedByVocabulary 0..1
Vocabulary		 A relationship where a term or a term group is defined by a vocabulary direct
hasAdapter *
Adapter		 The Adapter for the intrinsic direct
hasCapability *
Capability		 Indicates the technical capabilities this entry possesses direct
implementsCapability *
Capability		 Indicates that this entity implements a specific capability direct
isDefinedByTaxonomy 0..1
Taxonomy		 A relationship where a concept or a concept group is defined by a taxonomy Entry
hasExternalReference *
Documentation		 External references / additional resources related to this entity, such as ar… Entry
isPartOf 0..1
String		 A relationship where an entity is part of another entity Entry
requiredByTask *
Any		 Indicates that this entry is required to perform a specific AI task Entry
requiresCapability *
Any		 Indicates that this entry requires a specific capability Entry
implementedByAdapter *
Any		 Indicates that this capability is implemented by a specific adapter Entry
hasRule *
Rule		 Specifying applicability or inclusion of a rule within specified context Entry
type 0..1
String		 The entry type or class designation specifying what kind of entry this is Entry
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

Usages

Section titled “Usages”
used by used in type used
Container llmintrinsics range LLMIntrinsic
LLMIntrinsic hasRelatedRisk domain LLMIntrinsic
LLMIntrinsic hasAdapter domain LLMIntrinsic
LLMIntrinsic implementsCapability domain LLMIntrinsic

Identifier and Mapping Information

Section titled “Identifier and Mapping Information”

Schema Source

Section titled “Schema Source”

Mappings

Section titled “Mappings”
Mapping Type Mapped Value
self ai:Capability
native nexus:LLMIntrinsic

Examples

Section titled “Examples”

Example: LLMIntrinsic-ibm-factuality-intrinsic-ad

Section titled “Example: LLMIntrinsic-ibm-factuality-intrinsic-ad”
id: ibm-factuality-intrinsic-ad
name: Answerability Determination (AD)
description: Given a conversation ending with a user query, and a set of passages, AD classifies whether
  that final user query is answerable or unanswerable based on the available information in the passages.
  It is valuable for restraining over-eager models by identifying unanswerable queries and prevent the
  generation of hallucinated responses. It can also be used to indicate that the system should re-query
  the retriever with alternate formulations, to fetch more relevant passages. This is a pre-generation
  intrinsic.
isDefinedByVocabulary: ibm-factuality
hasDocumentation:
- arxiv.org/2504.11704
type: LLMIntrinsic
hasRelatedRisk:
- granite-relevance
- atlas-hallucination
- atlas-over-or-under-reliance
hasAdapter:
- ibm-factuality-adapter-granite-3.3-8b-instruct-lora-answerability-determination
- ibm-factuality-adapter-granite-3.2-8b-instruct-alora-answerability-classification

LinkML Source

Section titled “LinkML Source”

Direct

Section titled “Direct”
name: LLMIntrinsic
description: 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.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entry
slots:
- hasRelatedRisk
- hasRelatedTerm
- hasDocumentation
- isDefinedByVocabulary
- hasAdapter
- hasCapability
- implementsCapability
slot_usage:
  implementsCapability:
    name: implementsCapability
    domain: LLMIntrinsic
    inverse: implementedByIntrinsic
    range: Capability
  hasRelatedRisk:
    name: hasRelatedRisk
    domain: LLMIntrinsic
    range: RiskConcept
class_uri: ai:Capability

Induced

Section titled “Induced”
name: LLMIntrinsic
description: 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.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entry
slot_usage:
  implementsCapability:
    name: implementsCapability
    domain: LLMIntrinsic
    inverse: implementedByIntrinsic
    range: Capability
  hasRelatedRisk:
    name: hasRelatedRisk
    domain: LLMIntrinsic
    range: RiskConcept
attributes:
  hasRelatedRisk:
    name: hasRelatedRisk
    description: A relationship where an entity relates to a risk
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: LLMIntrinsic
    owner: LLMIntrinsic
    domain_of:
    - Term
    - LLMQuestionPolicy
    - Action
    - AiSystem
    - AiEval
    - EveryEvalAIResult
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: RiskConcept
    multivalued: true
    inlined: false
  hasRelatedTerm:
    name: hasRelatedTerm
    description: A relationship where an entity relates to a term
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Any
    owner: LLMIntrinsic
    domain_of:
    - LLMIntrinsic
    range: Term
    multivalued: true
    inlined: false
    any_of:
    - range: RiskConcept
    - range: Term
  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: LLMIntrinsic
    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
  isDefinedByVocabulary:
    name: isDefinedByVocabulary
    description: A relationship where a term or a term group is defined by a vocabulary
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - Term
    - Adapter
    - LLMIntrinsic
    range: Vocabulary
  hasAdapter:
    name: hasAdapter
    description: The Adapter for the intrinsic
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: LLMIntrinsic
    owner: LLMIntrinsic
    domain_of:
    - LLMIntrinsic
    range: Adapter
    multivalued: true
    inlined: false
  hasCapability:
    name: hasCapability
    description: 'Indicates the technical capabilities this entry possesses.


      '
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: tech:hasCapability
    owner: LLMIntrinsic
    domain_of:
    - AiSystem
    - Adapter
    - LLMIntrinsic
    range: Capability
    multivalued: true
    inlined: false
  implementsCapability:
    name: implementsCapability
    description: Indicates that this entity implements a specific capability
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: LLMIntrinsic
    owner: LLMIntrinsic
    domain_of:
    - Adapter
    - LLMIntrinsic
    inverse: implementedByIntrinsic
    range: Capability
    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: LLMIntrinsic
    domain_of:
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - RiskControlGroup
    - RiskGroup
    - Risk
    - RiskControl
    - Action
    - RiskIncident
    - CapabilityGroup
    - AiTaskDomain
    - AiTaskGroup
    - Stakeholder
    - StakeholderGroup
    - Requirement
    range: Taxonomy
  hasExternalReference:
    name: hasExternalReference
    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.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    aliases:
    - additional resources
    - external_links
    close_mappings:
    - rdfs:seeAlso
    rank: 1000
    slot_uri: nexus:hasExternalReference
    owner: LLMIntrinsic
    domain_of:
    - Control
    - Entry
    range: Documentation
    multivalued: true
    inlined: false
  isPartOf:
    name: isPartOf
    description: A relationship where an entity is part of another entity
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - Risk
    - CapabilityGroup
    - LargeLanguageModel
    - AiTaskGroup
    - Stakeholder
    range: string
  requiredByTask:
    name: requiredByTask
    description: Indicates that this entry is required to perform a specific AI task.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Entry
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - Capability
    inverse: requiresCapability
    range: Any
    multivalued: true
    inlined: false
  requiresCapability:
    name: requiresCapability
    description: Indicates that this entry requires a specific capability
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Any
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - LargeLanguageModel
    - AiTask
    - Adapter
    inverse: requiredByTask
    range: Any
    multivalued: true
    inlined: false
  implementedByAdapter:
    name: 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).
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Any
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - Capability
    inverse: implementsCapability
    range: Any
    multivalued: true
    inlined: false
  hasRule:
    name: hasRule
    description: Specifying applicability or inclusion of a rule within specified
      context.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: dpv:hasRule
    owner: LLMIntrinsic
    domain_of:
    - Entry
    - LLMQuestionPolicy
    - Rule
    - Requirement
    range: Rule
    multivalued: true
    inlined: false
  type:
    name: type
    description: The entry type or class designation specifying what kind of entry
      this is.
    from_schema: https://w3id.org/ai-atlas-nexus/common
    designates_type: true
    owner: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    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: LLMIntrinsic
    domain_of:
    - Entity
    range: string
    recommended: false
    multivalued: true
class_uri: ai:Capability