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AI-LinkMO

Class: Dataset

A body of structured information describing some topic(s) of interest.

URI: schema:Dataset

 classDiagram
    class Dataset
    click Dataset href "../Dataset/"
      Entity <|-- Dataset
        click Entity href "../Entity/"
      
      Dataset : broad_mappings
        
          
    
        
        
        Dataset --> "*" Any : broad_mappings
        click Any href "../Any/"
    

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

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

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

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

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

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

        
      Dataset : isProvidedBy
        
          
    
        
        
        Dataset --> "0..1" Organization : isProvidedBy
        click Organization href "../Organization/"
    

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

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

        
      Dataset : url

Inheritance

Section titled “Inheritance”

Class Properties

Section titled “Class Properties”
Property Value
Class URI schema:Dataset

Slots

Section titled “Slots”
Name Cardinality and Range Description Inheritance
hasLicense 0..1
License		 Indicates licenses associated with a resource direct
hasDocumentation *
Documentation		 Indicates documentation associated with an entity direct
isProvidedBy 0..1
Organization		 A relationship to the Organization instance that provides this instance 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
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 datasets range Dataset
LargeLanguageModel hasTrainingData range Dataset
AiEval hasDataset range Dataset
Question hasDataset range Dataset
Questionnaire hasDataset range Dataset
Adapter hasTrainingData range Dataset

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 schema:Dataset
native nexus:Dataset

Examples

Section titled “Examples”

Example: Dataset-AI4Sec_cti-bench

Section titled “Example: Dataset-AI4Sec_cti-bench”
id: AI4Sec/cti-bench
name: CTIBench
description: A set of benchmark tasks and datasets designed to evaluate large language models (LLMs) on
  cyber threat intelligence (CTI) tasks.
url: https://huggingface.co/datasets/AI4Sec/cti-bench
hasLicense: license-cc-by-nc-sa-4.0
hasDocumentation:
- https://arxiv.org/abs/2406.07599
- repo_xashru_cti-bench

LinkML Source

Section titled “LinkML Source”

Direct

Section titled “Direct”
name: Dataset
description: A body of structured information describing some topic(s) of interest.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entity
slots:
- hasLicense
- hasDocumentation
- isProvidedBy
class_uri: schema:Dataset

Induced

Section titled “Induced”
name: Dataset
description: A body of structured information describing some topic(s) of interest.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entity
attributes:
  hasLicense:
    name: hasLicense
    description: Indicates licenses associated with a resource
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasLicense
    owner: Dataset
    domain_of:
    - Dataset
    - Documentation
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - BaseAi
    - AiTaskTaxonomy
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    range: License
  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: Dataset
    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
  isProvidedBy:
    name: isProvidedBy
    description: A relationship to the Organization instance that provides this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:provider
    owner: Dataset
    domain_of:
    - Dataset
    - BaseAi
    range: Organization
  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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    domain_of:
    - Entity
    range: string
    recommended: false
    multivalued: true
class_uri: schema:Dataset