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 : id

      Dataset : name

      Dataset : narrow_mappings





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



      Dataset : provider





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



      Dataset : related_mappings





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



      Dataset : url

Inheritance

• Entity
  • Dataset

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
provider	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

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

Schema Source

• from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology

Mappings

Mapping Type	Mapped Value
self	schema:Dataset
native	nexus:Dataset

LinkML Source

Direct

name: Dataset
description: A body of structured information describing some topic(s) of interest.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
slots:
- hasLicense
- hasDocumentation
- provider
class_uri: schema:Dataset

Induced

name: Dataset
description: A body of structured information describing some topic(s) of interest.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
attributes:
  hasLicense:
    name: hasLicense
    description: Indicates licenses associated with a resource
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasLicense
    alias: hasLicense
    owner: Dataset
    domain_of:
    - Dataset
    - Documentation
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - BaseAi
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    range: License
  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: Dataset
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  provider:
    name: provider
    description: A relationship to the Organization instance that provides this instance.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:provider
    alias: provider
    owner: Dataset
    domain_of:
    - Dataset
    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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    alias: id
    owner: Dataset
    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: Dataset
    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: Dataset
    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: Dataset
    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: 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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateModified
    alias: 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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:exactMatch
    alias: exact_mappings
    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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:closeMatch
    alias: close_mappings
    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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:relatedMatch
    alias: related_mappings
    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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:narrowMatch
    alias: narrow_mappings
    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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:broadMatch
    alias: broad_mappings
    owner: Dataset
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
class_uri: schema:Dataset