Class: AiEvalResult
The result of an evaluation for a specific AI model.
classDiagram
class AiEvalResult
click AiEvalResult href "../AiEvalResult/"
Fact <|-- AiEvalResult
click Fact href "../Fact/"
Entity <|-- AiEvalResult
click Entity href "../Entity/"
AiEvalResult : broad_mappings
AiEvalResult --> "*" Any : broad_mappings
click Any href "../Any/"
AiEvalResult : close_mappings
AiEvalResult --> "*" Any : close_mappings
click Any href "../Any/"
AiEvalResult : dateCreated
AiEvalResult : dateModified
AiEvalResult : description
AiEvalResult : evidence
AiEvalResult : exact_mappings
AiEvalResult --> "*" Any : exact_mappings
click Any href "../Any/"
AiEvalResult : id
AiEvalResult : isCategorizedAs
AiEvalResult --> "*" Any : isCategorizedAs
click Any href "../Any/"
AiEvalResult : isResultOf
AiEvalResult --> "0..1" AiEval : isResultOf
click AiEval href "../AiEval/"
AiEvalResult : name
AiEvalResult : narrow_mappings
AiEvalResult --> "*" Any : narrow_mappings
click Any href "../Any/"
AiEvalResult : related_mappings
AiEvalResult --> "*" Any : related_mappings
click Any href "../Any/"
AiEvalResult : url
AiEvalResult : value
Inheritance
Slots
| Name | Cardinality and Range | Description | Inheritance |
|---|---|---|---|
| isResultOf | 0..1 AiEval |
A relationship indicating that an entity is the result of an AI evaluation | direct |
| value | 1 String |
Some numeric or string value | Fact |
| evidence | 0..1 String |
Evidence provides a source (typical a chunk, paragraph or link) describing wh... | Fact |
| 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 | aievalresults | range | AiEvalResult |
| AiModel | hasEvaluation | range | AiEvalResult |
| LargeLanguageModel | hasEvaluation | range | AiEvalResult |
| Adapter | hasEvaluation | range | AiEvalResult |
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 | dqv:QualityMeasurement |
| native | nexus:AiEvalResult |
LinkML Source
Direct
```yaml
name: AiEvalResult
description: The result of an evaluation for a specific AI model.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
mixins:
- Fact
slots:
- isResultOf
class_uri: dqv:QualityMeasurement
````
Induced
```yaml
name: AiEvalResult
description: The result of an evaluation for a specific AI model.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
mixins:
- Fact
attributes:
isResultOf:
name: isResultOf
description: A relationship indicating that an entity is the result of an AI evaluation.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: dqv:isMeasurementOf
alias: isResultOf
owner: AiEvalResult
domain_of:
- AiEvalResult
range: AiEval
multivalued: false
inlined: false
value:
name: value
description: Some numeric or string value
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
alias: value
owner: AiEvalResult
domain_of:
- Fact
range: string
required: true
evidence:
name: evidence
description: Evidence provides a source (typical a chunk, paragraph or link) describing
where some value was found or how it was generated.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
alias: evidence
owner: AiEvalResult
domain_of:
- Fact
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://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:identifier
identifier: true
alias: id
owner: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
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: AiEvalResult
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
class_uri: dqv:QualityMeasurement
````