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 : isCategorizedAs
Dataset --> "*" Any : isCategorizedAs
click Any href "../Any/"
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 |
| isCategorizedAs | * Any |
A relationship where an entity has been deemed to be categorized | 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
```yaml
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
```yaml
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
- RiskControlGroupTaxonomy
- 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
- RiskControlGroupTaxonomy
- 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
isCategorizedAs:
name: isCategorizedAs
description: A relationship where an entity has been deemed to be categorized
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: nexus:isCategorizedAs
alias: isCategorizedAs
owner: Dataset
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
class_uri: schema:Dataset
````