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Class: EveryEvalAIResult

An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore.

URI: nexus:everyevalairesult

 classDiagram
    class EveryEvalAIResult
    click EveryEvalAIResult href "../EveryEvalAIResult/"
      AiEvalResult <|-- EveryEvalAIResult
        click AiEvalResult href "../AiEvalResult/"
      
      EveryEvalAIResult : broad_mappings
        
          
    
        
        
        EveryEvalAIResult --> "*" Any : broad_mappings
        click Any href "../Any/"
    

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

        
      EveryEvalAIResult : dateCreated
        
      EveryEvalAIResult : dateModified
        
      EveryEvalAIResult : description
        
      EveryEvalAIResult : evaluation_id
        
      EveryEvalAIResult : evaluation_timestamp
        
      EveryEvalAIResult : evidence
        
      EveryEvalAIResult : exact_mappings
        
          
    
        
        
        EveryEvalAIResult --> "*" Any : exact_mappings
        click Any href "../Any/"
    

        
      EveryEvalAIResult : hasAudience
        
      EveryEvalAIResult : hasDataFormat
        
      EveryEvalAIResult : hasDataSize
        
      EveryEvalAIResult : hasDataSource
        
      EveryEvalAIResult : hasDataType
        
      EveryEvalAIResult : hasDocumentation
        
          
    
        
        
        EveryEvalAIResult --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"
    

        
      EveryEvalAIResult : hasDomains
        
      EveryEvalAIResult : hasEvaluationResults
        
          
    
        
        
        EveryEvalAIResult --> "*" EvaluationResultRecord : hasEvaluationResults
        click EvaluationResultRecord href "../EvaluationResultRecord/"
    

        
      EveryEvalAIResult : hasGoal
        
      EveryEvalAIResult : hasLanguages
        
      EveryEvalAIResult : hasLifecycleStatus
        
          
    
        
        
        EveryEvalAIResult --> "0..1" LifecycleStatus : hasLifecycleStatus
        click LifecycleStatus href "../LifecycleStatus/"
    

        
      EveryEvalAIResult : hasLimitations
        
      EveryEvalAIResult : hasMethods
        
      EveryEvalAIResult : hasMetrics
        
      EveryEvalAIResult : hasModelInfo
        
          
    
        
        
        EveryEvalAIResult --> "0..1" ModelInfo : hasModelInfo
        click ModelInfo href "../ModelInfo/"
    

        
      EveryEvalAIResult : hasRelatedRisk
        
          
    
        
        
        EveryEvalAIResult --> "*" RiskConcept : hasRelatedRisk
        click RiskConcept href "../RiskConcept/"
    

        
      EveryEvalAIResult : hasResources
        
      EveryEvalAIResult : hasSourceMetadata
        
          
    
        
        
        EveryEvalAIResult --> "0..1" SourceMetadata : hasSourceMetadata
        click SourceMetadata href "../SourceMetadata/"
    

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

        
      EveryEvalAIResult : isResultOf
        
          
    
        
        
        EveryEvalAIResult --> "0..1" AiEval : isResultOf
        click AiEval href "../AiEval/"
    

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

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

        
      EveryEvalAIResult : retrieved_timestamp
        
      EveryEvalAIResult : schema_version
        
      EveryEvalAIResult : url
        
      EveryEvalAIResult : value
        
      
Property Value
Class URI nexus:everyevalairesult
Name Cardinality and Range Description Inheritance
hasSourceMetadata 0..1
SourceMetadata
Source metadata for the evaluation direct
hasModelInfo 0..1
ModelInfo
Model information for the evaluation direct
hasEvaluationResults *
EvaluationResultRecord
Array of evaluation results direct
hasDataType *
String
The type of data used in the benchmark (e direct
hasDomains *
String
The specific domains or areas where the benchmark is applied (e direct
hasLanguages *
String
The languages included in the dataset used by the benchmark (e direct
hasTasks *
String
The tasks or evaluations the benchmark is intended to assess direct
hasDataSource *
String
The origin or source of the data used in the benchmark (e direct
hasDataSize 0..1
String
The size of the dataset, including the number of data points or examples direct
hasDataFormat *
String
The structure and modality of the data (e direct
hasMethods *
String
The evaluation techniques applied within the benchmark direct
hasMetrics *
String
The specific performance metrics used to assess models (e direct
hasLimitations *
String
Limitations in evaluating or addressing risks, such as gaps in demographic co… direct
hasGoal 0..1
String
The specific goal or primary use case the benchmark is designed for direct
hasAudience *
String
The intended audience, such as researchers, developers, policymakers, etc direct
hasResources *
String
Links to relevant resources, such as repositories or papers related to the be… direct
hasDocumentation *
Documentation
Indicates documentation associated with an entity direct
hasRelatedRisk *
RiskConcept
A relationship where an entity relates to a risk direct
schema_version 0..1
String
Version of the evaluation schema direct
evaluation_id 0..1
String
Unique identifier for this evaluation direct
evaluation_timestamp 0..1
Datetime
ISO 8601 timestamp when evaluation was performed direct
retrieved_timestamp 0..1
String
Unix timestamp when the data was retrieved direct
isResultOf 0..1
AiEval
A relationship indicating that an entity is the result of an AI evaluation AiEvalResult
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
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
used by used in type used
EveryEvalAIResult hasSourceMetadata domain EveryEvalAIResult
EveryEvalAIResult hasModelInfo domain EveryEvalAIResult
EveryEvalAIResult hasEvaluationResults domain EveryEvalAIResult
Mapping Type Mapped Value
self nexus:everyevalairesult
native nexus:EveryEvalAIResult
name: EveryEvalAIResult
description: An evaluation result from the Every Eval Ever dataset, capturing evaluation
metadata and results from the EEE_datastore.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: AiEvalResult
slots:
- hasSourceMetadata
- hasModelInfo
- hasEvaluationResults
- hasDataType
- hasDomains
- hasLanguages
- hasTasks
- hasDataSource
- hasDataSize
- hasDataFormat
- hasMethods
- hasMetrics
- hasLimitations
- hasGoal
- hasAudience
- hasResources
- hasDocumentation
- hasRelatedRisk
slot_usage:
hasRelatedRisk:
name: hasRelatedRisk
domain: AiEvalResult
range: RiskConcept
attributes:
schema_version:
name: schema_version
description: Version of the evaluation schema
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
domain_of:
- EveryEvalAIResult
range: string
evaluation_id:
name: evaluation_id
description: Unique identifier for this evaluation
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
domain_of:
- EveryEvalAIResult
range: string
evaluation_timestamp:
name: evaluation_timestamp
description: ISO 8601 timestamp when evaluation was performed
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
domain_of:
- EveryEvalAIResult
range: datetime
retrieved_timestamp:
name: retrieved_timestamp
description: Unix timestamp when the data was retrieved
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
domain_of:
- EveryEvalAIResult
range: string
class_uri: nexus:everyevalairesult
name: EveryEvalAIResult
description: An evaluation result from the Every Eval Ever dataset, capturing evaluation
metadata and results from the EEE_datastore.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: AiEvalResult
slot_usage:
hasRelatedRisk:
name: hasRelatedRisk
domain: AiEvalResult
range: RiskConcept
attributes:
schema_version:
name: schema_version
description: Version of the evaluation schema
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: string
evaluation_id:
name: evaluation_id
description: Unique identifier for this evaluation
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: string
evaluation_timestamp:
name: evaluation_timestamp
description: ISO 8601 timestamp when evaluation was performed
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: datetime
retrieved_timestamp:
name: retrieved_timestamp
description: Unix timestamp when the data was retrieved
from_schema: https://w3id.org/ai-atlas-nexus/ai_eval
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: string
hasSourceMetadata:
name: hasSourceMetadata
description: Source metadata for the evaluation
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
domain: EveryEvalAIResult
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: SourceMetadata
inlined: true
hasModelInfo:
name: hasModelInfo
description: Model information for the evaluation
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
domain: EveryEvalAIResult
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: ModelInfo
inlined: true
hasEvaluationResults:
name: hasEvaluationResults
description: Array of evaluation results
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
domain: EveryEvalAIResult
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
range: EvaluationResultRecord
multivalued: true
inlined: true
hasDataType:
name: hasDataType
description: The type of data used in the benchmark (e.g., text, images, or multi-modal)
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasDomains:
name: hasDomains
description: The specific domains or areas where the benchmark is applied (e.g.,
natural language processing, computer vision).
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasLanguages:
name: hasLanguages
description: The languages included in the dataset used by the benchmark (e.g.,
English, multilingual).
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasTasks:
name: hasTasks
description: The tasks or evaluations the benchmark is intended to assess.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- AiEval
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
inlined: false
hasDataSource:
name: hasDataSource
description: The origin or source of the data used in the benchmark (e.g., curated
datasets, user submissions).
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasDataSize:
name: hasDataSize
description: The size of the dataset, including the number of data points or examples.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
hasDataFormat:
name: hasDataFormat
description: The structure and modality of the data (e.g., sentence pairs, question-answer
format, tabular data).
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasMethods:
name: hasMethods
description: The evaluation techniques applied within the benchmark.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasMetrics:
name: hasMetrics
description: The specific performance metrics used to assess models (e.g., accuracy,
F1 score, precision, recall).
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasLimitations:
name: hasLimitations
description: Limitations in evaluating or addressing risks, such as gaps in demographic
coverage or specific domains.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasGoal:
name: hasGoal
description: The specific goal or primary use case the benchmark is designed for.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
hasAudience:
name: hasAudience
description: The intended audience, such as researchers, developers, policymakers,
etc.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
hasResources:
name: hasResources
description: Links to relevant resources, such as repositories or papers related
to the benchmark.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
domain_of:
- EveryEvalAIResult
- BenchmarkMetadataCard
range: string
multivalued: true
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: EveryEvalAIResult
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
hasRelatedRisk:
name: hasRelatedRisk
description: A relationship where an entity relates to a risk
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
domain: AiEvalResult
owner: EveryEvalAIResult
domain_of:
- Term
- LLMQuestionPolicy
- Action
- AiSystem
- AiEval
- EveryEvalAIResult
- BenchmarkMetadataCard
- Adapter
- LLMIntrinsic
range: RiskConcept
multivalued: true
inlined: false
isResultOf:
name: isResultOf
description: A relationship indicating that an entity is the result of an AI evaluation.
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
slot_uri: dqv:isMeasurementOf
owner: EveryEvalAIResult
domain_of:
- AiEvalResult
range: AiEval
multivalued: false
inlined: false
value:
name: value
description: Some numeric or string value
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
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://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
owner: EveryEvalAIResult
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://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
slot_uri: schema:identifier
identifier: true
owner: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
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: EveryEvalAIResult
domain_of:
- Entity
range: string
recommended: false
multivalued: true
class_uri: nexus:everyevalairesult