Class: CapabilityGroup
A group of AI capabilities that are part of a capability taxonomy, organized under a domain
classDiagram
class CapabilityGroup
click CapabilityGroup href "../CapabilityGroup/"
CapabilityConcept <|-- CapabilityGroup
click CapabilityConcept href "../CapabilityConcept/"
Group <|-- CapabilityGroup
click Group href "../Group/"
CapabilityGroup : belongsToDomain
CapabilityGroup --> "0..1" CapabilityDomain : belongsToDomain
click CapabilityDomain href "../CapabilityDomain/"
CapabilityGroup : broad_mappings
CapabilityGroup --> "*" Any : broad_mappings
click Any href "../Any/"
CapabilityGroup : broader
CapabilityGroup : close_mappings
CapabilityGroup --> "*" Any : close_mappings
click Any href "../Any/"
CapabilityGroup : dateCreated
CapabilityGroup : dateModified
CapabilityGroup : description
CapabilityGroup : exact_mappings
CapabilityGroup --> "*" Any : exact_mappings
click Any href "../Any/"
CapabilityGroup : hasDocumentation
CapabilityGroup --> "*" Documentation : hasDocumentation
click Documentation href "../Documentation/"
CapabilityGroup : hasPart
CapabilityGroup --> "*" Capability : hasPart
click Capability href "../Capability/"
CapabilityGroup : id
CapabilityGroup : isCategorizedAs
CapabilityGroup --> "*" Any : isCategorizedAs
click Any href "../Any/"
CapabilityGroup : isDefinedByTaxonomy
CapabilityGroup --> "0..1" Taxonomy : isDefinedByTaxonomy
click Taxonomy href "../Taxonomy/"
CapabilityGroup : isPartOf
CapabilityGroup --> "0..1" CapabilityDomain : isPartOf
click CapabilityDomain href "../CapabilityDomain/"
CapabilityGroup : name
CapabilityGroup : narrow_mappings
CapabilityGroup --> "*" Any : narrow_mappings
click Any href "../Any/"
CapabilityGroup : narrower
CapabilityGroup : related_mappings
CapabilityGroup --> "*" Any : related_mappings
click Any href "../Any/"
CapabilityGroup : type
CapabilityGroup : url
Inheritance
- Entity
- Group
- CapabilityGroup [ CapabilityConcept]
Slots
| Name | Cardinality and Range | Description | Inheritance |
|---|---|---|---|
| isDefinedByTaxonomy | 0..1 Taxonomy |
A relationship where a concept or a concept group is defined by a taxonomy | direct |
| isPartOf | 0..1 CapabilityDomain |
A relationship where a capability group belongs to a capability domain | direct |
| hasPart | * Capability |
A relationship where a capability group has capabilities | direct |
| belongsToDomain | 0..1 CapabilityDomain |
A relationship where a capability group belongs to a capability domain | direct |
| hasDocumentation | * Documentation |
Indicates documentation associated with an entity | Concept, Group |
| type | 0..1 String |
Concept, Group | |
| narrower | * String |
Group | |
| broader | * String |
Group | |
| 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 |
|---|---|---|---|
| CapabilityDomain | hasPart | range | CapabilityGroup |
| Capability | isPartOf | range | CapabilityGroup |
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 | nexus:CapabilityGroup |
| native | nexus:CapabilityGroup |
LinkML Source
Direct
```yaml
name: CapabilityGroup
description: A group of AI capabilities that are part of a capability taxonomy, organized
under a domain
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Group
mixins:
- CapabilityConcept
slots:
- isDefinedByTaxonomy
- isPartOf
- hasPart
- belongsToDomain
slot_usage:
hasPart:
name: hasPart
description: A relationship where a capability group has capabilities
range: Capability
isPartOf:
name: isPartOf
description: A relationship where a capability group belongs to a capability domain
range: CapabilityDomain
belongsToDomain:
name: belongsToDomain
description: A relationship where a capability group belongs to a capability domain
range: CapabilityDomain
````
Induced
```yaml
name: CapabilityGroup
description: A group of AI capabilities that are part of a capability taxonomy, organized
under a domain
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Group
mixins:
- CapabilityConcept
slot_usage:
hasPart:
name: hasPart
description: A relationship where a capability group has capabilities
range: Capability
isPartOf:
name: isPartOf
description: A relationship where a capability group belongs to a capability domain
range: CapabilityDomain
belongsToDomain:
name: belongsToDomain
description: A relationship where a capability group belongs to a capability domain
range: CapabilityDomain
attributes:
isDefinedByTaxonomy:
name: isDefinedByTaxonomy
description: A relationship where a concept or a concept group is defined by a
taxonomy
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:isPartOf
alias: isDefinedByTaxonomy
owner: CapabilityGroup
domain_of:
- Concept
- Control
- Group
- Entry
- Policy
- Rule
- RiskControlGroup
- RiskGroup
- Risk
- RiskControl
- Action
- RiskIncident
- Stakeholder
- StakeholderGroup
- CapabilityGroup
- Requirement
range: Taxonomy
isPartOf:
name: isPartOf
description: A relationship where a capability group belongs to a capability domain
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:isPartOf
alias: isPartOf
owner: CapabilityGroup
domain_of:
- Entry
- Risk
- LargeLanguageModel
- Stakeholder
- CapabilityGroup
range: CapabilityDomain
hasPart:
name: hasPart
description: A relationship where a capability group has capabilities
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:member
alias: hasPart
owner: CapabilityGroup
domain_of:
- Group
- RiskControlGroup
- RiskGroup
- CapabilityGroup
range: Capability
multivalued: true
belongsToDomain:
name: belongsToDomain
description: A relationship where a capability group belongs to a capability domain
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:isPartOf
alias: belongsToDomain
owner: CapabilityGroup
domain_of:
- Group
- CapabilityGroup
range: CapabilityDomain
multivalued: false
inlined: false
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: CapabilityGroup
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
type:
name: type
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common
ifabsent: string(Group)
designates_type: true
alias: type
owner: CapabilityGroup
domain_of:
- Vocabulary
- Taxonomy
- Concept
- Control
- Group
- Entry
- Policy
- Rule
- Permission
- Prohibition
- Obligation
- Recommendation
- Certification
- ControlActivity
- ControlActivityPermission
- ControlActivityProhibition
- ControlActivityObligation
- ControlActivityRecommendation
- Requirement
range: string
narrower:
name: narrower
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common
rank: 1000
slot_uri: skos:narrower
alias: narrower
owner: CapabilityGroup
domain_of:
- Group
range: string
multivalued: true
broader:
name: broader
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common
rank: 1000
slot_uri: skos:narrower
alias: broader
owner: CapabilityGroup
domain_of:
- Group
range: string
multivalued: true
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
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: CapabilityGroup
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
````