dataQualityFramework
type: NodeShape
comment: Root container for data quality assessments and supporting records
closed: true
ignored properties: type
property:
  class: remediationAction
  description: Remediation, mitigation, containment, or improvement actions
  node kind: BlankNodeOrIRI
  order: 7
  path: remediation actions
property:
  class: qualityCriterionAssessment
  description: Criterion-level pedigree assessments
  node kind: BlankNodeOrIRI
  order: 3
  path: criterion assessments
property:
  class: dataQualityAssessment
  description: Reusable data quality assessments that can be embedded or referenced by other CE-RISE data models
  node kind: BlankNodeOrIRI
  order: 0
  path: data quality assessments
property:
  class: evidenceReference
  description: Evidence records referenced by the data quality framework
  node kind: BlankNodeOrIRI
  order: 10
  path: data quality evidence references
property:
  class: uncertaintyTranslation
  description: Translations from data quality scores to uncertainty information
  node kind: BlankNodeOrIRI
  order: 8
  path: uncertainty translations
property:
  class: qualityMetric
  description: Quality metrics or diagnostic metrics used by profiles, criteria, or diagnostics
  node kind: BlankNodeOrIRI
  order: 4
  path: quality metrics
property:
  class: dataCharacterization
  description: Data characterization records available for reuse by one or more assessments
  node kind: BlankNodeOrIRI
  order: 1
  path: data characterizations
property:
  class: dataQualityProfile
  description: Data quality profiles available for reuse by one or more assessments
  node kind: BlankNodeOrIRI
  order: 2
  path: data quality profiles
property:
  class: qualityAggregation
  description: Aggregations of data quality assessments, profiles, criteria, metrics, or uncertainty translations
  node kind: BlankNodeOrIRI
  order: 9
  path: quality aggregations
property:
  class: qualityIssue
  description: Data quality issues, limitations, anomalies, or risks
  node kind: BlankNodeOrIRI
  order: 6
  path: quality issues
property:
  class: qualityDiagnostic
  description: Data-quality diagnostic runs, checks, or analyses
  node kind: BlankNodeOrIRI
  order: 5
  path: quality diagnostics

metrologicalTraceability
type: NodeShape
comment: Root container for metrological traceability statements and supporting records
closed: true
ignored properties: type
property:
  class: comparabilityAssessment
  description: Assessments of whether traceability statements support meaningful comparison
  node kind: BlankNodeOrIRI
  order: 10
  path: comparability assessments
property:
  class: referenceMaterial
  description: Reference materials and certified reference materials used in traceability
  node kind: BlankNodeOrIRI
  order: 7
  path: reference materials
property:
  class: evidenceReference
  description: Evidence records referenced by the metrological traceability model
  node kind: BlankNodeOrIRI
  order: 11
  path: traceability evidence references
property:
  class: traceabilityChain
  description: Traceability chains or networks available for reuse by one or more traceability statements
  node kind: BlankNodeOrIRI
  order: 1
  path: traceability chains
property:
  class: measurementStandard
  description: Measurement standards, artefacts, instruments, and realizations used in traceability
  node kind: BlankNodeOrIRI
  order: 8
  path: measurement standards
property:
  class: referenceEntity
  description: Reference entities, standards, methods, instruments, datasets, or organizations used in traceability
  node kind: BlankNodeOrIRI
  order: 3
  path: reference entities
property:
  class: calibrationRecord
  description: Calibration, comparison, verification, or check records that support traceability
  node kind: BlankNodeOrIRI
  order: 4
  path: calibration records
property:
  class: competenceRecord
  description: Competence, accreditation, validation, or quality system records supporting traceability
  node kind: BlankNodeOrIRI
  order: 9
  path: competence records
property:
  class: traceabilityBasis
  description: Reference bases used to establish metrological traceability
  node kind: BlankNodeOrIRI
  order: 2
  path: traceability bases
property:
  class: traceabilityStatement
  description: Reusable traceability statements that can be embedded or referenced by other CE-RISE data models
  node kind: BlankNodeOrIRI
  order: 0
  path: traceability statements
property:
  class: boundaryDefinition
  description: Boundary, goal-and-scope, scenario, or model definitions used as traceability references
  node kind: BlankNodeOrIRI
  order: 6
  path: boundary definitions
property:
  class: measurementProcedure
  description: Measurement, calculation, sampling, calibration, analytical, or modelling procedures used for traceability
  node kind: BlankNodeOrIRI
  order: 5
  path: measurement procedures

ProductSystem
type: NodeShape
comment: A versioned foreground, background, or hybrid product system that can be reused as a life cycle inventory input
closed: true
ignored properties: type
property:
  datatype: string
  description: Description of the represented product system and intended inventory use
  max count: 1
  node kind: Literal
  order: 2
  path: product system description
property:
  class: Activity
  description: Activities included in the product system
  node kind: BlankNodeOrIRI
  order: 6
  path: activities
property:
  datatype: string
  description: Identifier for this product system
  max count: 1
  node kind: Literal
  order: 0
  path: product system identifier
property:
  class: ActivityType
  description: Activity types used to classify product-system activities
  node kind: BlankNodeOrIRI
  order: 9
  path: activity types
property:
  class: Place
  description: Locations used by activities, datasets, or other product-system records
  node kind: BlankNodeOrIRI
  order: 10
  path: locations
property:
  class: Concept
  description: Lifecycle-stage concepts used to partition activities or flows
  node kind: BlankNodeOrIRI
  order: 11
  path: lifecycle stages
property:
  class: ReferenceUnit
  description: Reference flow specification used to scale or consume this product system
  max count: 1
  node kind: BlankNodeOrIRI
  order: 5
  path: reference flow specification
property:
  description: Whether this product system represents foreground, background, hybrid, or other inventory scope
  in: FOREGROUND
  in: BACKGROUND
  in: HYBRID
  in: OTHER
  max count: 1
  order: 4
  path: product system scope
property:
  datatype: string
  description: Name or label for this product system
  max count: 1
  node kind: Literal
  order: 1
  path: product system name
property:
  class: traceabilityStatement
  description: Optional metrological traceability statements for system scope, reference flows, source data, units, or inventory calculation chains
  node kind: BlankNodeOrIRI
  order: 13
  path: product system metrological traceability statements
property:
  class: FlowObject
  description: Product, material, waste, elementary, service, or other flow objects used by flows
  node kind: BlankNodeOrIRI
  order: 8
  path: flow objects
property:
  class: Entity
  description: Versioned CE-RISE, external-model, dataset, or generated-artifact records used to build this product system
  node kind: BlankNodeOrIRI
  order: 12
  path: source record references
property:
  datatype: string
  description: Version, release tag, or revision of this product system
  max count: 1
  node kind: Literal
  order: 3
  path: product system version
property:
  class: Flow
  description: Input and output flows included in the product system
  node kind: BlankNodeOrIRI
  order: 7
  path: flows
property:
  class: dataQualityAssessment
  description: Optional data quality assessments for product-system completeness, provenance, representativeness, interoperability, or fitness for purpose
  node kind: BlankNodeOrIRI
  order: 14
  path: product system data quality assessments

uncertaintyQuantification
type: NodeShape
comment: Root container for uncertainty quantification statements and supporting records
closed: true
ignored properties: type
property:
  class: uncertaintyBudget
  description: Uncertainty budgets available for reuse by one or more uncertainty statements
  node kind: BlankNodeOrIRI
  order: 1
  path: uncertainty budgets
property:
  class: evidenceReference
  description: Evidence records referenced by the uncertainty model
  node kind: BlankNodeOrIRI
  order: 5
  path: uncertainty evidence references
property:
  class: comparisonAssessment
  description: Assessments of whether uncertainty statements support meaningful comparison
  node kind: BlankNodeOrIRI
  order: 3
  path: comparison assessments
property:
  class: uncertaintyStatement
  description: Reusable uncertainty statements that can be embedded or referenced by other CE-RISE data models
  node kind: BlankNodeOrIRI
  order: 0
  path: uncertainty statements
property:
  class: methodReference
  description: Methods, standards, and protocols referenced by the uncertainty model
  node kind: BlankNodeOrIRI
  order: 4
  path: method references
property:
  class: propagationAnalysis
  description: Propagation analyses available for reuse by one or more uncertainty statements
  node kind: BlankNodeOrIRI
  order: 2
  path: propagation analyses

Activity
type: NodeShape
comment: A foreground or background transformation, transport, market, treatment, service, or other activity in a product system
closed: true
ignored properties: type
property:
  datatype: string
  description: Name or label of the activity
  max count: 1
  node kind: Literal
  order: 1
  path: activity name
property:
  datatype: string
  description: Identifier or URI of the location associated with this activity
  max count: 1
  node kind: Literal
  order: 4
  path: location reference
property:
  description: Whether the activity is foreground, background, mixed, or otherwise declared
  in: FOREGROUND
  in: BACKGROUND
  in: HYBRID
  in: OTHER
  max count: 1
  order: 8
  path: activity origin
property:
  class: TemporalEntity
  description: Optional temporal scope represented by this activity
  max count: 1
  node kind: BlankNodeOrIRI
  order: 5
  path: temporal scope
property:
  class: dataQualityAssessment
  description: Optional data quality assessments for activity source data, temporal coverage, geographic coverage, completeness, or representativeness
  node kind: BlankNodeOrIRI
  order: 11
  path: activity data quality assessments
property:
  datatype: string
  description: Description of the activity, process, service, or transformation represented
  max count: 1
  node kind: Literal
  order: 2
  path: activity description
property:
  datatype: string
  description: Identifier or URI of the flow that determines the activity level
  max count: 1
  node kind: Literal
  order: 6
  path: determining flow reference
property:
  datatype: string
  description: Identifier or URI of the associated activity type
  max count: 1
  node kind: Literal
  order: 3
  path: activity type reference
property:
  datatype: string
  description: Identifier or URI of the lifecycle stage to which this activity is assigned
  max count: 1
  node kind: Literal
  order: 7
  path: lifecycle stage reference
property:
  datatype: string
  description: Identifier for this activity within the product system or its source dataset
  max count: 1
  node kind: Literal
  order: 0
  path: activity identifier
property:
  class: traceabilityStatement
  description: Optional metrological traceability statements for activity scope, reference data, time, location, or calculation basis
  node kind: BlankNodeOrIRI
  order: 10
  path: activity metrological traceability statements
property:
  class: Entity
  description: Versioned source records, datasets, or artifacts from which this activity was derived
  node kind: BlankNodeOrIRI
  order: 9
  path: source record references

ActivityType
type: NodeShape
comment: A type or classification of activity, such as production, transport, market, treatment, or service
closed: true
ignored properties: type
property:
  description: Resolvable URI for an external activity-type concept, including a BONSAI classification URI
  max count: 1
  node kind: IRI
  order: 2
  path: activity type uri
property:
  datatype: string
  description: Identifier for this activity type
  max count: 1
  node kind: Literal
  order: 0
  path: activity type identifier
property:
  datatype: string
  description: Name or label of this activity type
  max count: 1
  node kind: Literal
  order: 1
  path: activity type name
property:
  class: Concept
  description: External classifications, codes, or concepts assigned to this activity type
  node kind: BlankNodeOrIRI
  order: 3
  path: activity type classifications

Flow
type: NodeShape
comment: A quantified product, waste, elementary, or other exchange that is input to or output from an activity
closed: true
ignored properties: type
property:
  datatype: string
  description: Optional identifier or URI of the location that applies specifically to this flow, when it differs from the activity location
  max count: 1
  node kind: Literal
  order: 7
  path: flow location reference
property:
  datatype: string
  description: Identifier or URI of the flow object consumed or produced by this flow
  max count: 1
  node kind: Literal
  order: 4
  path: flow object reference
property:
  class: Entity
  description: Versioned source records, datasets, or artifacts from which this flow was derived
  node kind: BlankNodeOrIRI
  order: 14
  path: source record references
property:
  datatype: string
  description: Identifier for this flow exchange within the product system or its source dataset
  max count: 1
  node kind: Literal
  order: 0
  path: flow identifier
property:
  datatype: string
  description: Optional identifier or URI of the activity on the other side of this exchange, including an external background activity
  max count: 1
  node kind: Literal
  order: 8
  path: counterpart activity reference
property:
  description: Optional direction of this flow exchange as an input to or output from an activity
  in: INPUT
  in: OUTPUT
  max count: 1
  order: 3
  path: flow direction
property:
  datatype: string
  description: Name or label of the flow exchange
  max count: 1
  node kind: Literal
  order: 1
  path: flow name
property:
  class: Concept
  description: Classifications for this flow, including elementary-flow context or compartment when applicable
  node kind: BlankNodeOrIRI
  order: 13
  path: flow classifications
property:
  class: traceabilityStatement
  description: Optional metrological traceability statements for flow quantities, units, measurements, source data, or calculation chains
  node kind: BlankNodeOrIRI
  order: 16
  path: flow metrological traceability statements
property:
  description: Kind of flow exchange
  in: PRODUCT_FLOW
  in: ELEMENTARY_FLOW
  in: WASTE_FLOW
  in: OTHER
  max count: 1
  order: 2
  path: flow kind
property:
  datatype: string
  description: Identifier or URI of the activity for which this flow is an output
  max count: 1
  node kind: Literal
  order: 6
  path: output of activity reference
property:
  datatype: float
  description: Numeric value of this flow measure
  max count: 1
  node kind: Literal
  order: 9
  path: flow numerical value
property:
  datatype: string
  description: Identifier or URI of the activity for which this flow is an input
  max count: 1
  node kind: Literal
  order: 5
  path: input to activity reference
property:
  class: uncertaintyStatement
  description: Optional uncertainty statements for flow quantities, estimates, distributions, or propagation inputs
  node kind: BlankNodeOrIRI
  order: 15
  path: flow uncertainty statements
property:
  datatype: string
  description: Optional URI, code, or concept reference for the quantity kind or physical dimension of this flow measure
  max count: 1
  node kind: Literal
  order: 11
  path: flow quantity kind reference
property:
  datatype: string
  description: Identifier or URI of the lifecycle stage to which this flow is assigned
  max count: 1
  node kind: Literal
  order: 12
  path: lifecycle stage reference
property:
  class: dataQualityAssessment
  description: Optional data quality assessments for flow quantities, source data, completeness, representativeness, or comparability
  node kind: BlankNodeOrIRI
  order: 17
  path: flow data quality assessments
property:
  datatype: string
  description: Unit URI, code, or other unit reference for this flow measure
  max count: 1
  node kind: Literal
  order: 10
  path: flow unit reference

FlowObject
type: NodeShape
comment: The product, material, waste, elementary, service, or other object represented by one or more flows
closed: true
ignored properties: type
property:
  description: Declared kind of flow object
  in: PRODUCT
  in: MATERIAL
  in: WASTE
  in: ELEMENTARY
  in: SERVICE
  in: OTHER
  max count: 1
  order: 3
  path: flow object kind
property:
  class: Concept
  description: External classifications, codes, or concepts assigned to this flow object
  node kind: BlankNodeOrIRI
  order: 4
  path: flow object classifications
property:
  datatype: string
  description: Description of the object represented by associated flows
  max count: 1
  node kind: Literal
  order: 2
  path: flow object description
property:
  datatype: string
  description: Name or label of this flow object
  max count: 1
  node kind: Literal
  order: 1
  path: flow object name
property:
  class: Entity
  description: Versioned source records, model records, or datasets defining this flow object
  node kind: BlankNodeOrIRI
  order: 5
  path: source record references
property:
  datatype: string
  description: Identifier for this flow object
  max count: 1
  node kind: Literal
  order: 0
  path: flow object identifier

ReferenceUnit
type: NodeShape
comment: Reference flow and quantity used to scale or consume a product system without defining a functional unit
closed: true
ignored properties: type
property:
  class: dataQualityAssessment
  description: Optional data quality assessments for this reference-unit measure, source, measurement, or estimate
  node kind: BlankNodeOrIRI
  order: 8
  path: reference flow data quality assessments
property:
  datatype: string
  description: Description of how this reference flow scales the product system
  max count: 1
  node kind: Literal
  order: 5
  path: reference flow description
property:
  class: uncertaintyStatement
  description: Optional uncertainty statements for this reference-unit measure
  node kind: BlankNodeOrIRI
  order: 6
  path: reference flow uncertainty statements
property:
  datatype: string
  description: Optional URI, code, or concept reference for the quantity kind or physical dimension of this reference-unit measure
  max count: 1
  node kind: Literal
  order: 4
  path: reference flow quantity kind reference
property:
  datatype: float
  description: Numeric value of this reference-unit measure
  max count: 1
  node kind: Literal
  order: 2
  path: reference flow numerical value
property:
  datatype: string
  description: Identifier or URI of the reference flow exchange
  max count: 1
  node kind: Literal
  order: 0
  path: reference flow identifier
property:
  class: traceabilityStatement
  description: Optional metrological traceability statements for this reference-unit measure, unit, measurement, or calculation
  node kind: BlankNodeOrIRI
  order: 7
  path: reference flow metrological traceability statements
property:
  datatype: string
  description: Identifier or URI of the reference flow object
  max count: 1
  node kind: Literal
  order: 1
  path: reference flow object reference
property:
  datatype: string
  description: Unit URI, code, or other unit reference for this reference-unit measure
  max count: 1
  node kind: Literal
  order: 3
  path: reference flow unit reference

Place
type: NodeShape
comment: A location associated with an activity, dataset, or other product-system record
closed: true
ignored properties: type
property:
  description: Resolvable URI for this location, including a BONSAI or geographic reference URI when available
  max count: 1
  node kind: IRI
  order: 2
  path: location uri
property:
  datatype: string
  description: Identifier for this location
  max count: 1
  node kind: Literal
  order: 0
  path: location identifier
property:
  datatype: string
  description: Name or label of this location
  max count: 1
  node kind: Literal
  order: 1
  path: location name
property:
  datatype: string
  description: Code for this location within its declared location scheme
  max count: 1
  node kind: Literal
  order: 3
  path: location code
property:
  datatype: string
  description: URI or other reference for the geographic or location scheme used
  max count: 1
  node kind: Literal
  order: 4
  path: location scheme reference

TemporalEntity
type: NodeShape
comment: A temporal scope or period represented by an activity, dataset, or product-system record
closed: true
ignored properties: type
property:
  datatype: gYear
  description: Calendar year until which the data are declared valid when a single validity year is applicable
  max count: 1
  node kind: Literal
  order: 2
  path: validity year
property:
  datatype: date
  description: Start date of the represented period
  max count: 1
  node kind: Literal
  order: 3
  path: valid from
property:
  datatype: gYear
  description: Calendar year represented by the data when a single reference year is applicable
  max count: 1
  node kind: Literal
  order: 1
  path: reference year
property:
  datatype: string
  description: Description of the time period, representativeness, or temporal assumptions
  max count: 1
  node kind: Literal
  order: 5
  path: temporal scope description
property:
  datatype: string
  description: Identifier for this temporal scope
  max count: 1
  node kind: Literal
  order: 0
  path: temporal scope identifier
property:
  datatype: date
  description: End date of the represented period
  max count: 1
  node kind: Literal
  order: 4
  path: valid until

evidenceReference
type: NodeShape
comment: Supporting evidence record for a data quality assessment, score, diagnostic, issue, remediation action, uncertainty translation, or aggregation
closed: true
ignored properties: type
property:
  description: URL for supporting evidence
  max count: 1
  node kind: IRI
  order: 2
  path: data quality evidence url value
property:
  datatype: string
  description: Description of supporting evidence
  max count: 1
  node kind: Literal
  order: 3
  path: data quality evidence description value
property:
  datatype: date
  description: Date associated with supporting evidence
  max count: 1
  node kind: Literal
  order: 4
  path: data quality evidence date value
property:
  datatype: string
  description: Provider, author, laboratory, supplier, or organization responsible for supporting evidence
  max count: 1
  node kind: Literal
  order: 5
  path: data quality evidence provider value
property:
  description: Type of supporting evidence
  in: diagnostic_report
  in: data_profile
  in: dataset_snapshot
  in: provenance_record
  in: metadata_record
  in: calibration_certificate
  in: traceability_record
  in: validation_report
  in: harmonization_log
  in: remediation_record
  in: workflow_record
  in: supplier_declaration
  in: standard_or_protocol
  in: other
  max count: 1
  order: 1
  path: data quality evidence type value
property:
  datatype: string
  description: Identifier for supporting evidence
  max count: 1
  node kind: Literal
  order: 0
  path: data quality evidence identifier value
property:
  datatype: string
  description: Version, edition, or revision of supporting evidence
  max count: 1
  node kind: Literal
  order: 6
  path: data quality evidence version value

qualityAggregation
type: NodeShape
comment: Aggregation of assessments, profiles, criterion scores, metrics, or uncertainty translations across values, records, datasets, or indicators
closed: true
ignored properties: type
property:
  datatype: string
  description: Weights or weighting rule used in the aggregation
  max count: 1
  node kind: Literal
  order: 4
  path: aggregation weights value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 7
  path: data quality evidence reference value
property:
  description: Level at which aggregation is performed
  in: value
  in: record
  in: dataset
  in: input_quantity
  in: indicator
  in: model
  in: component
  in: product
  in: material
  in: portfolio
  in: other
  max count: 1
  order: 1
  path: aggregation level value
property:
  datatype: string
  description: Rationale for the aggregation method and weighting choices
  max count: 1
  node kind: Literal
  order: 6
  path: aggregation rationale value
property:
  datatype: string
  description: Reference to the output assessment, profile, score, uncertainty translation, or decision produced by the aggregation
  max count: 1
  node kind: Literal
  order: 5
  path: aggregation output reference value
property:
  datatype: string
  description: Identifier for an aggregation of data quality assessments, profiles, criteria, metrics, or uncertainty translations
  max count: 1
  node kind: Literal
  order: 0
  path: aggregation identifier value
property:
  description: Method used to aggregate criterion scores or lower-level assessments into a profile
  in: worst_score
  in: rule_based
  in: weighted_mean
  in: arithmetic_mean
  in: geometric_mean
  in: maximum_risk
  in: hierarchical
  in: expert_judgement
  in: custom
  in: not_evaluated
  max count: 1
  order: 2
  path: aggregation method value
property:
  datatype: string
  description: References to the input assessments, profiles, criteria, metrics, or data sources used in the aggregation
  max count: 1
  node kind: Literal
  order: 3
  path: aggregation input references value

comparabilityAssessment
type: NodeShape
comment: Assessment of whether two reported values are metrologically comparable through the same reference basis, measurand definition, method, or boundary
closed: true
ignored properties: type
property:
  datatype: string
  description: Reference to the first traceability statement, chain, or basis being compared
  max count: 1
  node kind: Literal
  order: 1
  path: left traceability reference value
property:
  datatype: string
  description: Rationale for the comparability decision, including relevant mismatches or limitations
  max count: 1
  node kind: Literal
  order: 8
  path: comparability rationale value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 7
  path: traceability uncertainty reference value
property:
  datatype: string
  description: Identifier for an assessment of metrological comparability
  max count: 1
  node kind: Literal
  order: 0
  path: comparability assessment identifier value
property:
  datatype: boolean
  description: Whether the compared results are traceable to the same reference basis
  max count: 1
  node kind: Literal
  order: 3
  path: same reference basis value
property:
  datatype: boolean
  description: Whether the compared results use the same method-defined or boundary-defined reference
  max count: 1
  node kind: Literal
  order: 5
  path: same method or boundary value
property:
  datatype: boolean
  description: Whether the compared results use the same measurand or operational definition
  max count: 1
  node kind: Literal
  order: 4
  path: same measurand definition value
property:
  datatype: string
  description: Reference to the second traceability statement, chain, or basis being compared
  max count: 1
  node kind: Literal
  order: 2
  path: right traceability reference value
property:
  description: Decision about whether the compared results are metrologically comparable
  in: comparable
  in: comparable_with_conditions
  in: not_comparable
  in: insufficient_information
  in: not_evaluated
  max count: 1
  order: 6
  path: comparability decision value

evidenceReference
type: NodeShape
comment: Supporting evidence record for a traceability statement, chain, calibration, method, boundary, reference material, or competence record
closed: true
ignored properties: type
property:
  datatype: string
  description: Identifier for supporting evidence
  max count: 1
  node kind: Literal
  order: 0
  path: traceability evidence identifier value
property:
  description: URL for supporting evidence
  max count: 1
  node kind: IRI
  order: 2
  path: traceability evidence url value
property:
  datatype: string
  description: Version, edition, or revision of supporting evidence
  max count: 1
  node kind: Literal
  order: 6
  path: traceability evidence version value
property:
  datatype: string
  description: Description of supporting evidence
  max count: 1
  node kind: Literal
  order: 3
  path: traceability evidence description value
property:
  datatype: string
  description: Provider, author, laboratory, supplier, or organization responsible for supporting evidence
  max count: 1
  node kind: Literal
  order: 5
  path: traceability evidence provider value
property:
  description: Type of supporting evidence
  in: calibration_certificate
  in: reference_material_certificate
  in: test_report
  in: method_standard
  in: procedure_document
  in: accreditation_record
  in: proficiency_test
  in: validation_report
  in: dataset_reference
  in: software_record
  in: boundary_document
  in: supplier_declaration
  in: other
  max count: 1
  order: 1
  path: traceability evidence type value
property:
  datatype: date
  description: Date associated with supporting evidence
  max count: 1
  node kind: Literal
  order: 4
  path: traceability evidence date value

traceabilityLink
type: NodeShape
comment: Single documented step in a traceability chain, including calibration, comparison, transfer, method adherence, or boundary reference
closed: true
ignored properties: type
property:
  class: calibrationRecord
  description: Calibration, comparison, verification, or check records that support traceability
  node kind: BlankNodeOrIRI
  order: 8
  path: calibration records
property:
  datatype: string
  description: Reference entity, value, standard, method, or node from which this link starts
  max count: 1
  node kind: Literal
  order: 3
  path: link from reference value
property:
  datatype: string
  description: Reference to the uncertainty contribution associated with this traceability link
  max count: 1
  node kind: Literal
  order: 6
  path: link uncertainty reference value
property:
  datatype: string
  description: Procedure, calibration, comparison, transformation, conversion, or modelling step used in this link
  max count: 1
  node kind: Literal
  order: 5
  path: link procedure value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 9
  path: traceability evidence reference value
property:
  datatype: string
  description: Identifier for a step, edge, or link in a traceability chain
  max count: 1
  node kind: Literal
  order: 0
  path: traceability link identifier value
property:
  datatype: string
  description: Reference entity, value, standard, method, or node to which this link points
  max count: 1
  node kind: Literal
  order: 4
  path: link to reference value
property:
  datatype: string
  description: Additional notes about the traceability statement
  max count: 1
  node kind: Literal
  order: 10
  path: traceability statement notes value
property:
  datatype: integer
  description: Position of the link in the traceability chain, where lower numbers are closer to the reported result
  max count: 1
  node kind: Literal
  order: 1
  path: link sequence value
property:
  datatype: date
  description: Date on which this traceability link, calibration, comparison, transformation, or modelling step was established
  max count: 1
  node kind: Literal
  order: 7
  path: link date value
property:
  description: Role of the traceability link in the chain
  in: calibration
  in: comparison
  in: verification
  in: correction
  in: value_transfer
  in: method_definition
  in: boundary_definition
  in: data_source_mapping
  in: software_or_model_execution
  in: other
  max count: 1
  order: 2
  path: link role value

comparisonAssessment
type: NodeShape
comment: Assessment of whether two uncertainty-backed values can be compared meaningfully
closed: true
ignored properties: type
property:
  datatype: string
  description: Reference to the second uncertainty statement in a comparison
  max count: 1
  node kind: Literal
  order: 2
  path: right statement reference value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 8
  path: uncertainty statement notes value
property:
  description: Assessment of whether traceability bases are compatible for comparison
  in: matching
  in: compatible
  in: partial
  in: divergent
  in: not_assessed
  max count: 1
  order: 3
  path: traceability match value
property:
  class: uncertaintyComponent
  description: Additional uncertainty component introduced because of comparison mismatch
  max count: 1
  node kind: BlankNodeOrIRI
  order: 7
  path: additional uncertainty component
property:
  datatype: string
  description: Reference to the first uncertainty statement in a comparison
  max count: 1
  node kind: Literal
  order: 1
  path: left statement reference value
property:
  datatype: string
  description: Identifier for a comparison assessment involving uncertainty statements
  max count: 1
  node kind: Literal
  order: 0
  path: comparison identifier value
property:
  description: Assessment of whether method, scope, or system boundaries are compatible for comparison
  in: matching
  in: compatible
  in: partial
  in: divergent
  in: not_assessed
  max count: 1
  order: 4
  path: boundary match value
property:
  datatype: string
  description: Rationale for adding or expanding uncertainty because of traceability, boundary, method, or data quality mismatch
  max count: 1
  node kind: Literal
  order: 6
  path: additional uncertainty rationale value
property:
  description: Decision on whether a direct or conditional comparison is meaningful
  in: direct_comparison_valid
  in: comparison_valid_with_expanded_uncertainty
  in: comparison_conditional
  in: comparison_not_recommended
  in: comparison_infeasible
  max count: 1
  order: 5
  path: comparison decision value

correlation
type: NodeShape
comment: Correlation or covariance relationship between input quantities or uncertainty components
closed: true
ignored properties: type
property:
  datatype: float
  description: Correlation coefficient between two quantities
  max count: 1
  max inclusive: 1e+00
  min inclusive: -1e+00
  node kind: Literal
  order: 3
  path: correlation coefficient value
property:
  datatype: string
  description: Identifier for a correlation or covariance relationship
  max count: 1
  node kind: Literal
  order: 0
  path: correlation identifier value
property:
  datatype: float
  description: Covariance between two quantities
  max count: 1
  node kind: Literal
  order: 4
  path: covariance value
property:
  datatype: string
  description: Reference to the second quantity in a correlation or covariance relationship
  max count: 1
  node kind: Literal
  order: 2
  path: second quantity reference value
property:
  datatype: string
  description: Basis, evidence, or assumption used to justify a correlation or covariance
  max count: 1
  node kind: Literal
  order: 5
  path: correlation basis value
property:
  datatype: string
  description: Reference to the first quantity in a correlation or covariance relationship
  max count: 1
  node kind: Literal
  order: 1
  path: first quantity reference value

distributionParameter
type: NodeShape
comment: Name-value-unit parameter used to define a probability distribution
closed: true
ignored properties: type
property:
  datatype: string
  description: Unit associated with a distribution parameter
  max count: 1
  node kind: Literal
  order: 2
  path: distribution parameter unit value
property:
  datatype: float
  description: Numeric value of a distribution parameter
  max count: 1
  node kind: Literal
  order: 1
  path: distribution parameter value value
property:
  datatype: string
  description: Name of a distribution parameter, such as mean, standard deviation, minimum, maximum, shape, or scale
  max count: 1
  node kind: Literal
  order: 0
  path: distribution parameter name value

evidenceReference
type: NodeShape
comment: Reference to supporting evidence used to define, justify, or update uncertainty
closed: true
ignored properties: type
property:
  datatype: date
  description: Date associated with supporting evidence
  max count: 1
  node kind: Literal
  order: 4
  path: uncertainty evidence date value
property:
  datatype: string
  description: Identifier for supporting evidence
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty evidence identifier value
property:
  datatype: string
  description: Description of supporting evidence
  max count: 1
  node kind: Literal
  order: 3
  path: uncertainty evidence description value
property:
  datatype: string
  description: Version, edition, or revision of supporting evidence
  max count: 1
  node kind: Literal
  order: 6
  path: uncertainty evidence version value
property:
  datatype: string
  description: Provider, author, laboratory, supplier, or organization responsible for supporting evidence
  max count: 1
  node kind: Literal
  order: 5
  path: uncertainty evidence provider value
property:
  description: URL for supporting evidence
  max count: 1
  node kind: IRI
  order: 2
  path: uncertainty evidence url value
property:
  description: Type of supporting evidence
  in: calibration_certificate
  in: reference_material_certificate
  in: measurement_report
  in: laboratory_report
  in: data_quality_assessment
  in: standard_method
  in: software_record
  in: expert_judgement
  in: literature_source
  in: supplier_declaration
  in: other
  max count: 1
  order: 1
  path: uncertainty evidence type value

inputQuantity
type: NodeShape
comment: Input quantity in a measurement, calculation, or statistical model
closed: true
ignored properties: type
property:
  class: uncertaintyDistribution
  description: Probability distribution describing uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 6
  path: probability distribution
property:
  datatype: string
  description: Name of an input quantity in a measurement or calculation model
  max count: 1
  node kind: Literal
  order: 1
  path: input quantity name value
property:
  datatype: float
  description: Standard uncertainty expressed as a standard deviation
  max count: 1
  node kind: Literal
  order: 4
  path: standard uncertainty value
property:
  datatype: string
  description: Reference to a data quality assessment that informs or justifies an uncertainty contribution
  max count: 1
  node kind: Literal
  order: 8
  path: uncertainty data quality reference value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 7
  path: uncertainty traceability reference value
property:
  datatype: string
  description: Unit of an input quantity
  max count: 1
  node kind: Literal
  order: 3
  path: input quantity unit value
property:
  datatype: float
  description: Best estimate of an input quantity
  max count: 1
  node kind: Literal
  order: 2
  path: input quantity estimate value
property:
  datatype: string
  description: Identifier for an input quantity in a measurement or calculation model
  max count: 1
  node kind: Literal
  order: 0
  path: input quantity identifier value
property:
  datatype: float
  description: Standard uncertainty divided by the absolute value of the associated quantity value
  max count: 1
  node kind: Literal
  order: 5
  path: relative standard uncertainty value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 9
  path: uncertainty evidence reference value

measurandSpecification
type: NodeShape
comment: Operational specification of the measurand, quantity of interest, method, conditions, and boundary
closed: true
ignored properties: type
property:
  datatype: string
  description: Unit in which the measurand is expressed
  max count: 1
  node kind: Literal
  order: 4
  path: uncertainty quantity unit value
property:
  datatype: string
  description: Environmental or procedural conditions during data acquisition
  max count: 1
  node kind: Literal
  order: 14
  path: uncertainty environmental conditions value
property:
  datatype: string
  description: Identifier for the measurand or quantity of interest
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty measurand identifier value
property:
  datatype: string
  description: Version, edition, date, or revision of the method used
  max count: 1
  node kind: Literal
  order: 9
  path: method version value
property:
  datatype: string
  description: Standardized method or protocol defining the measurand or evaluation procedure
  max count: 1
  node kind: Literal
  order: 10
  path: method standard value
property:
  datatype: string
  description: Corrections applied to the measured or calculated value, including corrections for bias, drift, blank, recovery, or matrix effects
  max count: 1
  node kind: Literal
  order: 15
  path: corrections applied value
property:
  datatype: string
  description: Measurement model, calculation model, statistical model, or equation relating inputs to the measurand
  max count: 1
  node kind: Literal
  order: 11
  path: measurement model value
property:
  datatype: string
  description: Sampling frame, location, period, state, or population basis for the measurand
  max count: 1
  node kind: Literal
  order: 7
  path: sampling frame value
property:
  datatype: string
  description: System boundary, scope, or modelling boundary relevant to the measurand
  max count: 1
  node kind: Literal
  order: 12
  path: system boundary value
property:
  datatype: string
  description: Measurement, calculation, test, or modelling method used to obtain the value
  max count: 1
  node kind: Literal
  order: 8
  path: measurement method value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 18
  path: uncertainty traceability reference value
property:
  datatype: string
  description: Object, material matrix, product, population, or system to which the measurand applies
  max count: 1
  node kind: Literal
  order: 5
  path: object or matrix value
property:
  datatype: string
  description: Reference conditions to which the reported value is corrected or intended to apply
  max count: 1
  node kind: Literal
  order: 13
  path: reference conditions value
property:
  datatype: string
  description: Name of the measurand or quantity of interest
  max count: 1
  node kind: Literal
  order: 1
  path: uncertainty measurand name value
property:
  datatype: string
  description: Definition of the sample, specimen, item, batch, or population subset used for the evaluation
  max count: 1
  node kind: Literal
  order: 6
  path: sample definition value
property:
  datatype: string
  description: Kind of quantity being evaluated, such as mass, length, concentration, carbon footprint, or circularity indicator
  max count: 1
  node kind: Literal
  order: 3
  path: uncertainty quantity kind value
property:
  datatype: string
  description: Rounding or reporting rule applied to the value and uncertainty
  max count: 1
  node kind: Literal
  order: 16
  path: rounding rule value
property:
  datatype: string
  description: Operational definition of the measurand, including what is measured and under which conditions
  max count: 1
  node kind: Literal
  order: 2
  path: uncertainty measurand description value
property:
  datatype: string
  description: Decision rule used for conformity assessment or comparison when uncertainty is considered
  max count: 1
  node kind: Literal
  order: 17
  path: decision rule value

methodReference
type: NodeShape
comment: Reference to a method, guide, standard, protocol, or implementation used for uncertainty evaluation
closed: true
ignored properties: type
property:
  datatype: string
  description: Description of the referenced method, guide, standard, protocol, or documentation resource
  max count: 1
  node kind: Literal
  order: 2
  path: method reference description value
property:
  datatype: string
  description: Identifier for a method reference
  max count: 1
  node kind: Literal
  order: 0
  path: method reference identifier value
property:
  datatype: string
  description: Standardized method or protocol defining the measurand or evaluation procedure
  max count: 1
  node kind: Literal
  order: 3
  path: method standard value
property:
  datatype: string
  description: Version, edition, date, or revision of the method used
  max count: 1
  node kind: Literal
  order: 4
  path: method version value
property:
  description: URL for a method, guide, standard, protocol, or documentation resource
  max count: 1
  node kind: IRI
  order: 1
  path: method reference url value

quantityValue
type: NodeShape
comment: Reported value or estimate associated with an uncertainty statement
closed: true
ignored properties: type
property:
  description: Type of value being reported
  in: measured_value
  in: calculated_value
  in: estimated_value
  in: simulated_value
  in: categorical_value
  in: interval_value
  max count: 1
  order: 3
  path: value type value
property:
  datatype: dateTime
  description: Date and time associated with the value
  max count: 1
  node kind: Literal
  order: 4
  path: value timestamp value
property:
  datatype: string
  description: Textual, categorical, or structured value when the result is not represented as a simple number
  max count: 1
  node kind: Literal
  order: 1
  path: text value value
property:
  datatype: string
  description: Unit associated with a reported result, estimate, distribution parameter, or uncertainty quantity
  max count: 1
  node kind: Literal
  order: 2
  path: uncertainty unit value
property:
  datatype: float
  description: Numeric value associated with a reported result, estimate, distribution parameter, or uncertainty quantity
  max count: 1
  node kind: Literal
  order: 0
  path: numeric value value
property:
  datatype: string
  description: Source of the value, such as measurement, calculation, supplier declaration, literature, or simulation
  max count: 1
  node kind: Literal
  order: 5
  path: value source value

scenarioUncertainty
type: NodeShape
comment: Scenario-specific uncertainty context for structural, boundary, allocation, or modelling alternatives
closed: true
ignored properties: type
property:
  datatype: string
  description: Human-readable name of a scenario
  max count: 1
  node kind: Literal
  order: 1
  path: scenario name value
property:
  datatype: string
  description: Identifier for a scenario used in uncertainty or robustness analysis
  max count: 1
  node kind: Literal
  order: 0
  path: scenario identifier value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 9
  path: uncertainty statement notes value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 7
  path: uncertainty traceability reference value
property:
  datatype: float
  description: Optional probability or weight assigned to a scenario
  max count: 1
  max inclusive: 1e+00
  min inclusive: 0e+00
  node kind: Literal
  order: 4
  path: scenario probability value
property:
  class: uncertaintyInterval
  description: Coverage interval or other interval representation of uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 6
  path: coverage interval
property:
  datatype: string
  description: Boundary, scope, allocation rule, or modelling choice represented by a scenario
  max count: 1
  node kind: Literal
  order: 3
  path: scenario boundary value
property:
  class: uncertaintyDistribution
  description: Probability distribution describing uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 5
  path: probability distribution
property:
  datatype: string
  description: Description of a scenario, including the structural or boundary choice it represents
  max count: 1
  node kind: Literal
  order: 2
  path: scenario description value
property:
  datatype: string
  description: Reference to a data quality assessment that informs or justifies an uncertainty contribution
  max count: 1
  node kind: Literal
  order: 8
  path: uncertainty data quality reference value

sensitivityResult
type: NodeShape
comment: Sensitivity metric for identifying uncertainty drivers and quality hotspots
closed: true
ignored properties: type
property:
  datatype: string
  description: Sensitivity metric, such as Sobol index, rank correlation, derivative, or elementary effect
  max count: 1
  node kind: Literal
  order: 1
  path: sensitivity metric value
property:
  datatype: boolean
  description: Whether the sensitivity result identifies a data quality or traceability hotspot
  max count: 1
  node kind: Literal
  order: 4
  path: quality hotspot flag value
property:
  datatype: integer
  description: Rank of an input, parameter, or component according to sensitivity or uncertainty contribution
  max count: 1
  node kind: Literal
  order: 3
  path: sensitivity rank value
property:
  datatype: float
  description: Numeric value of a sensitivity metric
  max count: 1
  node kind: Literal
  order: 2
  path: sensitivity value value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 7
  path: uncertainty statement notes value
property:
  datatype: string
  description: Reference to a data quality assessment that informs or justifies an uncertainty contribution
  max count: 1
  node kind: Literal
  order: 5
  path: uncertainty data quality reference value
property:
  datatype: string
  description: Input, parameter, or component assessed in a sensitivity analysis
  max count: 1
  node kind: Literal
  order: 0
  path: sensitivity parameter value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 6
  path: uncertainty traceability reference value

dataCharacterization
type: NodeShape
comment: Characterization of the assessed data, including source, provenance, scope, collection method, versioning, and preprocessing
closed: true
ignored properties: type
property:
  datatype: string
  description: Unit associated with a quantitative value or metric
  max count: 1
  node kind: Literal
  order: 19
  path: data quality unit value
property:
  datatype: date
  description: End date for the data collection or generation period
  max count: 1
  node kind: Literal
  order: 10
  path: collection end date value
property:
  description: Type of data source used
  in: direct_measurement
  in: laboratory_test
  in: supplier_declaration
  in: administrative_record
  in: database
  in: literature
  in: expert_judgement
  in: survey_or_interview
  in: sensor_or_iot
  in: calculation_or_model
  in: mixed
  in: other
  max count: 1
  order: 5
  path: data source type value
property:
  datatype: string
  description: Preprocessing, cleaning, transformation, imputation, filtering, or normalization applied before assessment
  max count: 1
  node kind: Literal
  order: 20
  path: preprocessing description value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 24
  path: data quality evidence reference value
property:
  datatype: string
  description: Target population, inference scope, product scope, material scope, or process scope represented by the data
  max count: 1
  node kind: Literal
  order: 16
  path: population or scope value
property:
  datatype: string
  description: Method, protocol, procedure, system, or workflow used to collect or generate the data
  max count: 1
  node kind: Literal
  order: 7
  path: collection method value
property:
  datatype: string
  description: Identifier for the assessed data source, dataset, value source, or information source
  max count: 1
  node kind: Literal
  order: 3
  path: data source identifier value
property:
  datatype: string
  description: Documented collection protocol, questionnaire, instrument, test method, API, or extraction logic
  max count: 1
  node kind: Literal
  order: 8
  path: collection protocol value
property:
  datatype: string
  description: Domain or subject area of the data, such as product specification, LCA, diagnostics, compliance, or circularity
  max count: 1
  node kind: Literal
  order: 2
  path: data domain value
property:
  datatype: string
  description: Technological, product, process, or system coverage represented by the data
  max count: 1
  node kind: Literal
  order: 15
  path: technological coverage value
property:
  datatype: string
  description: Geographic coverage or spatial representativeness of the data
  max count: 1
  node kind: Literal
  order: 14
  path: geographic coverage value
property:
  datatype: date
  description: Start date for the data collection or generation period
  max count: 1
  node kind: Literal
  order: 9
  path: collection start date value
property:
  datatype: string
  description: Narrative provenance of the data, including who collected it, when, under which protocol, and how it was processed
  max count: 1
  node kind: Literal
  order: 22
  path: provenance description value
property:
  datatype: string
  description: Update cadence or refresh frequency for the data
  max count: 1
  node kind: Literal
  order: 12
  path: update frequency value
property:
  datatype: string
  description: Name of the assessed data source, dataset, value source, or information source
  max count: 1
  node kind: Literal
  order: 4
  path: data source name value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition related to this data quality assessment
  max count: 1
  node kind: Literal
  order: 23
  path: data quality traceability reference value
property:
  datatype: string
  description: Definition of the variable, field, indicator, category, or qualitative construct being assessed
  max count: 1
  node kind: Literal
  order: 18
  path: variable definition value
property:
  datatype: string
  description: Identifier for a data characterization record
  max count: 1
  node kind: Literal
  order: 0
  path: data characterization identifier value
property:
  datatype: string
  description: Temporal coverage or period represented by the data
  max count: 1
  node kind: Literal
  order: 13
  path: temporal coverage value
property:
  description: Type of data being assessed
  in: quantitative
  in: semi_quantitative
  in: qualitative
  in: categorical
  in: boolean
  in: time_series
  in: geospatial
  in: modelled
  in: mixed
  in: other
  max count: 1
  order: 1
  path: data type value
property:
  datatype: string
  description: Harmonization, mapping, coding, unit conversion, or schema alignment applied to combine or compare data
  max count: 1
  node kind: Literal
  order: 21
  path: harmonization description value
property:
  datatype: string
  description: Version, edition, revision, release date, or snapshot identifier for the assessed data
  max count: 1
  node kind: Literal
  order: 11
  path: data version value
property:
  datatype: string
  description: Provider, owner, custodian, supplier, laboratory, or organization responsible for the data
  max count: 1
  node kind: Literal
  order: 6
  path: data provider value
property:
  datatype: integer
  description: Sample size, number of observations, number of records, or number of contributing sources
  max count: 1
  node kind: Literal
  order: 17
  path: sample size value

dataQualityProfile
type: NodeShape
comment: Profile aggregating data quality criteria, scores, flags, and confidence for a dataset, value, source, or information product
closed: true
ignored properties: type
property:
  datatype: string
  description: Summary of the data quality profile, including main strengths and weaknesses
  max count: 1
  node kind: Literal
  order: 9
  path: profile summary value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 11
  path: data quality evidence reference value
property:
  class: qualityCriterionAssessment
  description: Criterion-level pedigree assessments
  node kind: BlankNodeOrIRI
  order: 2
  path: criterion assessments
property:
  description: Operational decision flag derived from the quality profile
  in: green_proceed
  in: orange_review
  in: red_reject
  in: grey_not_evaluated
  max count: 1
  order: 6
  path: quality flag value
property:
  description: Confidence level implied by the data quality assessment
  in: high
  in: medium
  in: low
  in: very_low
  in: not_evaluated
  max count: 1
  order: 5
  path: confidence level value
property:
  datatype: string
  description: Human-readable name of a data quality profile
  max count: 1
  node kind: Literal
  order: 1
  path: data quality profile name value
property:
  datatype: string
  description: Criterion or criteria that limit the overall score, confidence, or decision flag
  max count: 1
  node kind: Literal
  order: 8
  path: limiting criteria value
property:
  class: uncertaintyTranslation
  description: DQA-to-uncertainty translation associated with an assessment or profile
  max count: 1
  node kind: BlankNodeOrIRI
  order: 10
  path: uncertainty translation
property:
  description: Overall pedigree score for the assessed data, typically from 1 very reliable to 4 dubious
  in: score_1_very_reliable
  in: score_2_reliable
  in: score_3_unreliable
  in: score_4_dubious
  in: not_evaluated
  in: not_applicable
  max count: 1
  order: 3
  path: overall quality score value
property:
  datatype: float
  description: Numeric quality score when the score is represented as a number
  max count: 1
  node kind: Literal
  order: 4
  path: overall numeric score value
property:
  description: Method used to aggregate criterion scores or lower-level assessments into a profile
  in: worst_score
  in: rule_based
  in: weighted_mean
  in: arithmetic_mean
  in: geometric_mean
  in: maximum_risk
  in: hierarchical
  in: expert_judgement
  in: custom
  in: not_evaluated
  max count: 1
  order: 7
  path: aggregation method value
property:
  datatype: string
  description: Identifier for a data quality profile aggregating one or more criterion assessments
  max count: 1
  node kind: Literal
  order: 0
  path: data quality profile identifier value

qualityCriterionAssessment
type: NodeShape
comment: Criterion-level assessment for a data quality dimension such as validity, accuracy, consistency, timeliness, or completeness
closed: true
ignored properties: type
property:
  class: qualityIssue
  description: Data quality issues, limitations, anomalies, or risks
  node kind: BlankNodeOrIRI
  order: 10
  path: quality issues
property:
  description: Quality criterion being assessed
  in: validity
  in: accuracy
  in: consistency
  in: timeliness
  in: completeness
  in: representativeness
  in: transparency
  in: provenance
  in: reproducibility
  in: precision
  in: other
  max count: 1
  order: 1
  path: criterion type value
property:
  class: uncertaintyTranslation
  description: DQA-to-uncertainty translation associated with an assessment or profile
  max count: 1
  node kind: BlankNodeOrIRI
  order: 11
  path: uncertainty translation
property:
  datatype: string
  description: Threshold, rule, target, or expectation used to score the criterion
  max count: 1
  node kind: Literal
  order: 5
  path: criterion threshold value
property:
  description: Pedigree score assigned to a quality criterion
  in: score_1_very_reliable
  in: score_2_reliable
  in: score_3_unreliable
  in: score_4_dubious
  in: not_evaluated
  in: not_applicable
  max count: 1
  order: 2
  path: criterion score value
property:
  datatype: string
  description: Identifier for a criterion-level quality assessment
  max count: 1
  node kind: Literal
  order: 0
  path: criterion assessment identifier value
property:
  datatype: string
  description: Metric value, observation, or diagnostic result used to support the criterion score
  max count: 1
  node kind: Literal
  order: 6
  path: criterion metric value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 12
  path: data quality evidence reference value
property:
  datatype: float
  description: Weight assigned to the criterion in an aggregation or decision rule
  max count: 1
  node kind: Literal
  order: 4
  path: criterion weight value
property:
  datatype: string
  description: Impact of this criterion on the intended use, uncertainty, bias, comparability, or decision
  max count: 1
  node kind: Literal
  order: 7
  path: criterion impact value
property:
  class: qualityMetric
  description: Quality metrics or diagnostic metrics used by profiles, criteria, or diagnostics
  node kind: BlankNodeOrIRI
  order: 9
  path: quality metrics
property:
  datatype: string
  description: Rationale for assigning the criterion score
  max count: 1
  node kind: Literal
  order: 8
  path: criterion rationale value
property:
  datatype: float
  description: Numeric criterion score when the score is represented as a number
  max count: 1
  node kind: Literal
  order: 3
  path: criterion numeric score value

qualityDiagnostic
type: NodeShape
comment: Diagnostic run or analysis that compares data against expectations, detects deviations, infers causes, and estimates impact
closed: true
ignored properties: type
property:
  datatype: string
  description: Impact of the diagnostic finding on the intended analysis, decision, uncertainty, or comparability
  max count: 1
  node kind: Literal
  order: 7
  path: diagnostic impact value
property:
  datatype: string
  description: Information needed to reproduce the diagnostic run, such as pinned dependencies, configuration, hash, or workflow version
  max count: 1
  node kind: Literal
  order: 10
  path: diagnostic reproducibility value
property:
  datatype: string
  description: Diagnostic method, test, script, notebook, query, or procedure used
  max count: 1
  node kind: Literal
  order: 2
  path: diagnostic method value
property:
  datatype: string
  description: Expected value, threshold, rule, contract, baseline, or target used by the diagnostic
  max count: 1
  node kind: Literal
  order: 3
  path: expectation specification value
property:
  class: qualityMetric
  description: Quality metrics or diagnostic metrics used by profiles, criteria, or diagnostics
  node kind: BlankNodeOrIRI
  order: 11
  path: quality metrics
property:
  class: qualityIssue
  description: Data quality issues, limitations, anomalies, or risks
  node kind: BlankNodeOrIRI
  order: 12
  path: quality issues
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 13
  path: data quality evidence reference value
property:
  description: Type of data quality diagnostic
  in: comprehensive_profiling
  in: missing_data_analysis
  in: structural_integrity_validation
  in: relational_integrity_validation
  in: distributional_alignment
  in: semantic_unit_consistency
  in: temporal_spatial_alignment
  in: provenance_correlation
  in: impact_sensitivity
  in: scoring_rule_check
  in: reproducibility_check
  in: other
  max count: 1
  order: 1
  path: diagnostic type value
property:
  datatype: string
  description: Plausible or confirmed cause of the observed diagnostic finding
  max count: 1
  node kind: Literal
  order: 6
  path: diagnostic cause value
property:
  description: Severity of the diagnostic finding
  in: low
  in: moderate
  in: high
  in: critical
  in: not_evaluated
  max count: 1
  order: 5
  path: diagnostic severity value
property:
  datatype: string
  description: Identifier for a diagnostic run, check, or analysis
  max count: 1
  node kind: Literal
  order: 0
  path: diagnostic identifier value
property:
  datatype: dateTime
  description: Date and time when the diagnostic run was executed
  max count: 1
  node kind: Literal
  order: 8
  path: diagnostic run timestamp value
property:
  datatype: string
  description: Observed deviation from the expectation, threshold, baseline, or target
  max count: 1
  node kind: Literal
  order: 4
  path: observed deviation value
property:
  datatype: string
  description: Software, notebook, workflow, configuration, or service used to execute the diagnostic
  max count: 1
  node kind: Literal
  order: 9
  path: diagnostic software reference value

boundaryDefinition
type: NodeShape
comment: Goal-and-scope, system boundary, scenario, allocation, or model definition used as the reference for a boundary-defined result
closed: true
ignored properties: type
property:
  datatype: string
  description: Goal and scope definition or equivalent statement that defines the assessed value
  max count: 1
  node kind: Literal
  order: 3
  path: goal scope definition value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 14
  path: traceability evidence reference value
property:
  datatype: string
  description: Name of the boundary, scope, scenario, or modelling definition
  max count: 1
  node kind: Literal
  order: 2
  path: boundary name value
property:
  datatype: string
  description: Standardized procedure, protocol, guide, or method document
  max count: 1
  node kind: Literal
  order: 10
  path: procedure standard value
property:
  datatype: string
  description: Allocation, partitioning, substitution, cut-off, or burden-sharing rule applied in the boundary definition
  max count: 1
  node kind: Literal
  order: 6
  path: allocation rule value
property:
  datatype: string
  description: Processes, stages, flows, compartments, or elements excluded from the boundary
  max count: 1
  node kind: Literal
  order: 5
  path: excluded processes value
property:
  datatype: string
  description: Reference to a data quality assessment associated with this traceability record
  max count: 1
  node kind: Literal
  order: 13
  path: traceability data quality reference value
property:
  datatype: string
  description: Identifier for a boundary, scope, scenario, or modelling reference definition
  max count: 1
  node kind: Literal
  order: 0
  path: boundary identifier value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 12
  path: traceability uncertainty reference value
property:
  datatype: string
  description: Characterization model, factor set, time horizon, scenario, or model version used to convert inputs into the reported result
  max count: 1
  node kind: Literal
  order: 8
  path: characterization model value
property:
  datatype: string
  description: Impact assessment, characterization, scoring, or calculation method used for a modelled result
  max count: 1
  node kind: Literal
  order: 7
  path: impact method value
property:
  datatype: string
  description: Temporal, geographical, technological, or population scope of the data sources used by the boundary definition
  max count: 1
  node kind: Literal
  order: 9
  path: data source scope value
property:
  datatype: string
  description: Version, edition, revision, or publication date of the procedure
  max count: 1
  node kind: Literal
  order: 11
  path: procedure version value
property:
  description: Type of boundary or scope definition
  in: system_boundary
  in: goal_and_scope
  in: functional_unit
  in: allocation_boundary
  in: scenario_definition
  in: temporal_boundary
  in: geographical_boundary
  in: technological_boundary
  in: characterization_model
  in: other
  max count: 1
  order: 1
  path: boundary type value
property:
  datatype: string
  description: Processes, stages, flows, compartments, or elements included in the boundary
  max count: 1
  node kind: Literal
  order: 4
  path: included processes value

competenceRecord
type: NodeShape
comment: Competence, accreditation, validation, proficiency, or quality system evidence supporting traceability
closed: true
ignored properties: type
property:
  datatype: date
  description: End date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 8
  path: reference valid until value
property:
  datatype: date
  description: Start date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 7
  path: reference valid from value
property:
  datatype: string
  description: Identifier for a competence, accreditation, authorization, or quality system record
  max count: 1
  node kind: Literal
  order: 0
  path: competence record identifier value
property:
  datatype: string
  description: Scope of competence, accreditation, validation, or authorization
  max count: 1
  node kind: Literal
  order: 5
  path: competence scope value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 9
  path: traceability evidence reference value
property:
  datatype: string
  description: Accreditation, authorization, scope, or certificate identifier
  max count: 1
  node kind: Literal
  order: 3
  path: accreditation identifier value
property:
  datatype: string
  description: Basis for competence, such as accreditation, proficiency testing, validation, authorization, or quality management system
  max count: 1
  node kind: Literal
  order: 2
  path: competence basis value
property:
  description: Status of the competence or accreditation record
  in: active
  in: suspended
  in: expired
  in: withdrawn
  in: not_applicable
  in: not_available
  max count: 1
  order: 6
  path: competence status value
property:
  datatype: string
  description: Accreditation body, authority, or organization responsible for the competence record
  max count: 1
  node kind: Literal
  order: 4
  path: accreditation body value
property:
  datatype: string
  description: Laboratory, person, organization, facility, or software provider whose competence is documented
  max count: 1
  node kind: Literal
  order: 1
  path: competence provider value

measurementProcedure
type: NodeShape
comment: Measurement, calculation, sampling, calibration, analytical, or modelling procedure used to define or transfer a value
closed: true
ignored properties: type
property:
  description: Role of the procedure in establishing traceability
  in: measurement
  in: calibration
  in: sampling
  in: analytical_method
  in: calculation
  in: modelling
  in: quality_control
  in: reporting
  in: other
  max count: 1
  order: 2
  path: procedure role value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 12
  path: traceability evidence reference value
property:
  description: URI or URL identifying the procedure
  max count: 1
  node kind: IRI
  order: 5
  path: procedure uri value
property:
  datatype: string
  description: Standardized procedure, protocol, guide, or method document
  max count: 1
  node kind: Literal
  order: 3
  path: procedure standard value
property:
  datatype: string
  description: Operator, laboratory, instrument system, model, or software used to apply the procedure
  max count: 1
  node kind: Literal
  order: 10
  path: operator or software value
property:
  datatype: string
  description: Name of the procedure or method
  max count: 1
  node kind: Literal
  order: 1
  path: procedure name value
property:
  datatype: string
  description: Environmental, operating, or procedural conditions relevant to traceability
  max count: 1
  node kind: Literal
  order: 9
  path: traceability environmental conditions value
property:
  datatype: string
  description: Description of the procedure and how it defines or transfers the value
  max count: 1
  node kind: Literal
  order: 6
  path: procedure description value
property:
  datatype: string
  description: Identifier of a measurement, calculation, sampling, calibration, analytical, or modelling procedure
  max count: 1
  node kind: Literal
  order: 0
  path: procedure identifier value
property:
  datatype: string
  description: Key method parameters, such as extraction conditions, incubation time, temperature, calibration model, or reporting rule
  max count: 1
  node kind: Literal
  order: 7
  path: method parameters value
property:
  datatype: string
  description: Version, edition, revision, or publication date of the procedure
  max count: 1
  node kind: Literal
  order: 4
  path: procedure version value
property:
  datatype: string
  description: Definition of the sample, specimen, item, batch, population subset, or material matrix used by the method
  max count: 1
  node kind: Literal
  order: 8
  path: sampling or specimen definition value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 11
  path: traceability uncertainty reference value

measurementStandard
type: NodeShape
comment: Measurement standard, artefact, instrument standard, or unit realization used in a calibration hierarchy
closed: true
ignored properties: type
property:
  datatype: string
  description: Name of the measurement standard
  max count: 1
  node kind: Literal
  order: 1
  path: measurement standard name value
property:
  datatype: string
  description: Uncertainty associated with the assigned value
  max count: 1
  node kind: Literal
  order: 9
  path: assigned value uncertainty value
property:
  datatype: date
  description: Start date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 11
  path: reference valid from value
property:
  datatype: date
  description: End date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 12
  path: reference valid until value
property:
  datatype: string
  description: Assigned value of a measurement standard, reference material, calibrator, or conventional reference
  max count: 1
  node kind: Literal
  order: 7
  path: assigned value value
property:
  datatype: string
  description: Identifier for a measurement standard, artefact, instrument standard, or realization
  max count: 1
  node kind: Literal
  order: 0
  path: measurement standard identifier value
property:
  description: Type or level of measurement standard
  in: international_standard
  in: national_standard
  in: primary_standard
  in: secondary_standard
  in: reference_standard
  in: working_standard
  in: transfer_standard
  in: instrument_standard
  in: unit_realization
  in: other
  max count: 1
  order: 2
  path: measurement standard type value
property:
  datatype: string
  description: Unit in which the value or measurand is expressed
  max count: 1
  node kind: Literal
  order: 6
  path: traceability quantity unit value
property:
  class: calibrationRecord
  description: Calibration, comparison, verification, or check records that support traceability
  node kind: BlankNodeOrIRI
  order: 10
  path: calibration records
property:
  datatype: string
  description: Unit associated with the assigned value
  max count: 1
  node kind: Literal
  order: 8
  path: assigned value unit value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 13
  path: traceability evidence reference value
property:
  datatype: string
  description: Position of the measurement standard in the calibration hierarchy
  max count: 1
  node kind: Literal
  order: 4
  path: measurement standard level value
property:
  datatype: string
  description: Owner, custodian, laboratory, or institute responsible for the measurement standard
  max count: 1
  node kind: Literal
  order: 3
  path: measurement standard owner value
property:
  datatype: string
  description: Kind of quantity or indicator being traced, such as mass, length, concentration, carbon footprint, or circularity indicator
  max count: 1
  node kind: Literal
  order: 5
  path: traceability quantity kind value

referenceEntity
type: NodeShape
comment: Generic reference entity used in a traceability statement, chain, procedure, calibration, or boundary definition
closed: true
ignored properties: type
property:
  datatype: string
  description: Name of the reference entity
  max count: 1
  node kind: Literal
  order: 1
  path: reference entity name value
property:
  datatype: string
  description: Identifier for a reference entity, material, standard, instrument, facility, method, or dataset
  max count: 1
  node kind: Literal
  order: 0
  path: reference entity identifier value
property:
  datatype: date
  description: End date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 9
  path: reference valid until value
property:
  description: Type of reference entity
  in: si_definition
  in: national_standard
  in: international_standard
  in: working_standard
  in: instrument
  in: reference_material
  in: calibration_certificate
  in: method_document
  in: dataset
  in: software
  in: boundary_document
  in: organization
  in: other
  max count: 1
  order: 2
  path: reference entity type value
property:
  datatype: string
  description: Provider, custodian, producer, laboratory, institute, or publisher of the reference entity
  max count: 1
  node kind: Literal
  order: 4
  path: reference entity provider value
property:
  datatype: string
  description: Uncertainty associated with the assigned value
  max count: 1
  node kind: Literal
  order: 7
  path: assigned value uncertainty value
property:
  datatype: date
  description: Start date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 8
  path: reference valid from value
property:
  datatype: string
  description: Unit associated with the assigned value
  max count: 1
  node kind: Literal
  order: 6
  path: assigned value unit value
property:
  description: URI or URL for the reference entity
  max count: 1
  node kind: IRI
  order: 3
  path: reference entity uri value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 10
  path: traceability evidence reference value
property:
  datatype: string
  description: Assigned value of a measurement standard, reference material, calibrator, or conventional reference
  max count: 1
  node kind: Literal
  order: 5
  path: assigned value value

referenceMaterial
type: NodeShape
comment: Reference material or certified reference material used to establish traceability
closed: true
ignored properties: type
property:
  datatype: string
  description: Assigned value of a measurement standard, reference material, calibrator, or conventional reference
  max count: 1
  node kind: Literal
  order: 7
  path: assigned value value
property:
  description: Type or role of the reference material
  in: certified_reference_material
  in: reference_material
  in: calibrator
  in: quality_control_material
  in: matrix_reference_material
  in: in_house_reference_material
  in: other
  max count: 1
  order: 2
  path: reference material type value
property:
  description: URL for the reference material certificate
  max count: 1
  node kind: IRI
  order: 11
  path: certificate url value
property:
  datatype: string
  description: Identifier for a reference material or certified reference material
  max count: 1
  node kind: Literal
  order: 0
  path: reference material identifier value
property:
  datatype: string
  description: Uncertainty associated with the assigned value
  max count: 1
  node kind: Literal
  order: 9
  path: assigned value uncertainty value
property:
  datatype: string
  description: Unit associated with the assigned value
  max count: 1
  node kind: Literal
  order: 8
  path: assigned value unit value
property:
  datatype: string
  description: Certified or assigned property of the reference material
  max count: 1
  node kind: Literal
  order: 6
  path: certified property value
property:
  datatype: date
  description: Start date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 12
  path: reference valid from value
property:
  datatype: string
  description: Producer, supplier, or certifying body responsible for the reference material
  max count: 1
  node kind: Literal
  order: 3
  path: reference material producer value
property:
  datatype: string
  description: Name of the reference material
  max count: 1
  node kind: Literal
  order: 1
  path: reference material name value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 14
  path: traceability evidence reference value
property:
  datatype: string
  description: Matrix, material, substance, artefact, or object represented by the reference material
  max count: 1
  node kind: Literal
  order: 5
  path: matrix or material value
property:
  datatype: string
  description: Identifier of the reference material certificate
  max count: 1
  node kind: Literal
  order: 10
  path: certificate identifier value
property:
  datatype: date
  description: End date of validity for the reference entity or assigned value
  max count: 1
  node kind: Literal
  order: 13
  path: reference valid until value
property:
  datatype: string
  description: Lot, batch, serial number, or production identifier of the reference material
  max count: 1
  node kind: Literal
  order: 4
  path: reference material lot value

traceabilityBasis
type: NodeShape
comment: Reference basis to which a result is related, such as an SI realization, measurement standard, reference material, standard method, or boundary definition
closed: true
ignored properties: type
property:
  datatype: string
  description: Name of the final common reference
  max count: 1
  node kind: Literal
  order: 4
  path: common reference name value
property:
  description: URI or URL identifying the final common reference
  max count: 1
  node kind: IRI
  order: 5
  path: common reference uri value
property:
  datatype: string
  description: Authority, organization, metrology institute, standards body, or publisher responsible for the reference
  max count: 1
  node kind: Literal
  order: 6
  path: reference authority value
property:
  datatype: string
  description: Description of the common reference basis that gives meaning to the result
  max count: 1
  node kind: Literal
  order: 2
  path: traceability basis description value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 11
  path: traceability evidence reference value
property:
  description: Type of reference basis used to establish traceability
  in: si_unit_realization
  in: measurement_standard
  in: certified_reference_material
  in: reference_material
  in: measurement_procedure
  in: standard_method
  in: system_boundary
  in: characterization_model
  in: data_source_or_dataset
  in: conventional_reference
  in: other
  max count: 1
  order: 1
  path: traceability basis type value
property:
  datatype: date
  description: Date at which the reference was used to establish the traceability hierarchy
  max count: 1
  node kind: Literal
  order: 8
  path: reference used date value
property:
  datatype: string
  description: Version, edition, revision, or publication date of the reference
  max count: 1
  node kind: Literal
  order: 7
  path: reference version value
property:
  datatype: string
  description: Identifier for a traceability basis record
  max count: 1
  node kind: Literal
  order: 0
  path: traceability basis identifier value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 10
  path: traceability uncertainty reference value
property:
  datatype: string
  description: Scope or field of application for the reference
  max count: 1
  node kind: Literal
  order: 9
  path: reference scope value
property:
  datatype: string
  description: Identifier for the final reference, such as an SI unit realization, standard method, reference material, system boundary definition, or characterization model
  max count: 1
  node kind: Literal
  order: 3
  path: common reference identifier value

traceabilityChain
type: NodeShape
comment: Documented chain or network relating a measurement result to a reference
closed: true
ignored properties: type
property:
  datatype: string
  description: Final reference reached by the traceability chain
  max count: 1
  node kind: Literal
  order: 4
  path: chain end reference value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 9
  path: traceability evidence reference value
property:
  datatype: string
  description: Reference or value at the user-facing end of the traceability chain
  max count: 1
  node kind: Literal
  order: 3
  path: chain start reference value
property:
  description: Validation status of the traceability chain
  in: draft
  in: active
  in: reviewed
  in: verified
  in: partial
  in: expired
  in: superseded
  in: unavailable
  max count: 1
  order: 6
  path: chain validation status value
property:
  datatype: string
  description: Human-readable name of the traceability chain
  max count: 1
  node kind: Literal
  order: 1
  path: traceability chain name value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 8
  path: traceability uncertainty reference value
property:
  description: Assessment of whether the chain is complete, partial, inferred, or unavailable
  in: complete
  in: partial
  in: inferred
  in: gap_identified
  in: unavailable
  max count: 1
  order: 5
  path: chain completeness value
property:
  datatype: string
  description: Additional notes about the traceability chain, including gaps or assumptions
  max count: 1
  node kind: Literal
  order: 10
  path: chain notes value
property:
  description: Type or topology of the traceability chain
  in: linear_calibration_chain
  in: branched_calibration_network
  in: method_traceability_chain
  in: boundary_traceability_chain
  in: hybrid_chain
  in: not_documented
  max count: 1
  order: 2
  path: traceability chain type value
property:
  class: traceabilityLink
  description: Ordered or networked links that make up a traceability chain
  node kind: BlankNodeOrIRI
  order: 7
  path: traceability links
property:
  datatype: string
  description: Identifier for a traceability chain or traceability network
  max count: 1
  node kind: Literal
  order: 0
  path: traceability chain identifier value

propagationAnalysis
type: NodeShape
comment: Analysis used to propagate input uncertainties to an output uncertainty statement
closed: true
ignored properties: type
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 12
  path: uncertainty statement notes value
property:
  datatype: string
  description: Standard, guide, or protocol applied in the uncertainty evaluation
  max count: 1
  node kind: Literal
  order: 11
  path: uncertainty standards applied value
property:
  class: uncertaintyDistribution
  description: Output probability distribution produced by propagation
  max count: 1
  node kind: BlankNodeOrIRI
  order: 7
  path: output distribution
property:
  datatype: dateTime
  description: Date and time when an analysis was performed
  max count: 1
  node kind: Literal
  order: 6
  path: analysis timestamp value
property:
  datatype: string
  description: Identifier for an uncertainty propagation analysis
  max count: 1
  node kind: Literal
  order: 0
  path: propagation identifier value
property:
  description: Method used to propagate uncertainty
  in: analytical_gum
  in: monte_carlo
  in: bayesian_updating
  in: bootstrap
  in: sensitivity_analysis
  in: scenario_analysis
  in: hybrid
  in: not_evaluated
  max count: 1
  order: 1
  path: propagation method value
property:
  datatype: integer
  description: Number of simulation runs used in a numerical uncertainty propagation
  max count: 1
  node kind: Literal
  order: 3
  path: simulation runs value
property:
  class: sensitivityResult
  description: Sensitivity results identifying drivers of output uncertainty
  node kind: BlankNodeOrIRI
  order: 9
  path: sensitivity results
property:
  datatype: integer
  description: Random seed used for a stochastic simulation, when recorded
  max count: 1
  node kind: Literal
  order: 4
  path: random seed value
property:
  datatype: string
  description: Equation, model expression, or model reference used for propagation
  max count: 1
  node kind: Literal
  order: 2
  path: model equation value
property:
  class: scenarioUncertainty
  description: Scenario-specific uncertainty results or structural alternatives
  node kind: BlankNodeOrIRI
  order: 10
  path: scenario uncertainties
property:
  class: uncertaintyInterval
  description: Output interval produced by propagation
  max count: 1
  node kind: BlankNodeOrIRI
  order: 8
  path: output interval
property:
  datatype: string
  description: Software, workflow, script, or computational environment used for uncertainty evaluation
  max count: 1
  node kind: Literal
  order: 5
  path: software reference value

uncertaintyBudget
type: NodeShape
comment: Statement of uncertainty components, their calculation, and their combination
closed: true
ignored properties: type
property:
  datatype: string
  description: Standard, guide, or protocol applied in the uncertainty evaluation
  max count: 1
  node kind: Literal
  order: 14
  path: uncertainty standards applied value
property:
  class: uncertaintyComponent
  description: Individual uncertainty components included in an uncertainty budget
  node kind: BlankNodeOrIRI
  order: 5
  path: uncertainty components
property:
  datatype: float
  description: Expanded uncertainty obtained by multiplying combined standard uncertainty by a coverage factor
  max count: 1
  node kind: Literal
  order: 9
  path: expanded uncertainty value
property:
  datatype: float
  description: Coverage probability associated with a coverage interval or expanded uncertainty
  max count: 1
  max inclusive: 1e+00
  min inclusive: 0e+00
  node kind: Literal
  order: 11
  path: coverage probability value
property:
  datatype: string
  description: Identifier for an uncertainty budget
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty budget identifier value
property:
  description: Method used to combine uncertainty components
  in: analytical_gum
  in: monte_carlo
  in: bayesian_updating
  in: bootstrap
  in: sensitivity_analysis
  in: scenario_analysis
  in: hybrid
  in: not_evaluated
  max count: 1
  order: 3
  path: budget method value
property:
  datatype: float
  description: Effective degrees of freedom associated with the combined uncertainty
  max count: 1
  node kind: Literal
  order: 12
  path: effective degrees of freedom value
property:
  class: inputQuantity
  description: Input quantities in the measurement or calculation model
  node kind: BlankNodeOrIRI
  order: 4
  path: input quantities
property:
  datatype: float
  description: Combined standard uncertainty obtained from the individual uncertainty components
  max count: 1
  node kind: Literal
  order: 7
  path: combined standard uncertainty value
property:
  datatype: string
  description: Measurement model, calculation model, statistical model, or equation relating inputs to the measurand
  max count: 1
  node kind: Literal
  order: 2
  path: measurement model value
property:
  datatype: float
  description: Standard uncertainty divided by the absolute value of the associated quantity value
  max count: 1
  node kind: Literal
  order: 8
  path: relative standard uncertainty value
property:
  class: correlation
  description: Correlations or covariances between input quantities or components
  node kind: BlankNodeOrIRI
  order: 6
  path: correlations
property:
  class: uncertaintyInterval
  description: Coverage interval or other interval representation of uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 13
  path: coverage interval
property:
  datatype: string
  description: Human-readable name of the uncertainty budget
  max count: 1
  node kind: Literal
  order: 1
  path: uncertainty budget name value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 15
  path: uncertainty statement notes value
property:
  datatype: float
  description: Coverage factor used to obtain expanded uncertainty from combined standard uncertainty
  max count: 1
  node kind: Literal
  order: 10
  path: coverage factor value

uncertaintyComponent
type: NodeShape
comment: Individual contribution to uncertainty from a source, input, bias, model discrepancy, scenario, or data quality limitation
closed: true
ignored properties: type
property:
  datatype: float
  description: Coefficient of variation used as a relative uncertainty measure
  max count: 1
  node kind: Literal
  order: 10
  path: coefficient of variation value
property:
  description: Category of uncertainty source
  in: repeatability
  in: reproducibility
  in: calibration
  in: reference_material
  in: resolution
  in: environmental_condition
  in: sampling
  in: sample_preparation
  in: method_bias
  in: recovery
  in: drift
  in: model_discrepancy
  in: data_quality
  in: boundary_condition
  in: scenario_choice
  in: input_data
  in: software
  in: other
  max count: 1
  order: 2
  path: uncertainty source category value
property:
  datatype: float
  description: Best estimate associated with an uncertainty component
  max count: 1
  node kind: Literal
  order: 4
  path: component estimate value
property:
  datatype: float
  description: Standard uncertainty expressed as a standard deviation
  max count: 1
  node kind: Literal
  order: 5
  path: standard uncertainty value
property:
  datatype: string
  description: Identifier for an uncertainty component
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty component identifier value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 13
  path: uncertainty traceability reference value
property:
  datatype: string
  description: Description or name of the uncertainty source
  max count: 1
  node kind: Literal
  order: 1
  path: uncertainty source value
property:
  datatype: string
  description: Reference to a data quality assessment that informs or justifies an uncertainty contribution
  max count: 1
  node kind: Literal
  order: 14
  path: uncertainty data quality reference value
property:
  description: Type of evaluation used for the uncertainty component
  in: type_a
  in: type_b
  in: mixed
  in: data_quality_derived
  in: expert_judgement
  in: scenario_based
  max count: 1
  order: 3
  path: evaluation type value
property:
  datatype: float
  description: Sensitivity coefficient describing how the measurand responds to this input or component
  max count: 1
  node kind: Literal
  order: 7
  path: sensitivity coefficient value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 16
  path: uncertainty statement notes value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 15
  path: uncertainty evidence reference value
property:
  datatype: float
  description: Multiplicative uncertainty factor used to express a plausible range around a positive quantity
  max count: 1
  node kind: Literal
  order: 11
  path: uncertainty component factor value
property:
  datatype: float
  description: Degrees of freedom associated with an uncertainty component or estimate
  max count: 1
  node kind: Literal
  order: 8
  path: degrees of freedom value
property:
  datatype: float
  description: Coverage factor used to obtain expanded uncertainty from combined standard uncertainty
  max count: 1
  node kind: Literal
  order: 9
  path: coverage factor value
property:
  datatype: float
  description: Standard uncertainty divided by the absolute value of the associated quantity value
  max count: 1
  node kind: Literal
  order: 6
  path: relative standard uncertainty value
property:
  class: uncertaintyDistribution
  description: Probability distribution describing uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 12
  path: probability distribution

qualityMetric
type: NodeShape
comment: Metric, indicator, diagnostic output, threshold check, or quality measurement supporting a criterion score
closed: true
ignored properties: type
property:
  description: Category or criterion to which the quality metric belongs
  in: validity
  in: accuracy
  in: consistency
  in: timeliness
  in: completeness
  in: representativeness
  in: transparency
  in: provenance
  in: reproducibility
  in: precision
  in: other
  max count: 1
  order: 2
  path: quality metric category value
property:
  datatype: string
  description: Textual, categorical, or structured value of a metric, indicator, diagnostic output, or score
  max count: 1
  node kind: Literal
  order: 4
  path: metric text value
property:
  datatype: string
  description: Human-readable name of the data quality metric
  max count: 1
  node kind: Literal
  order: 1
  path: quality metric name value
property:
  datatype: float
  description: Numeric value of a metric, indicator, diagnostic output, or score
  max count: 1
  node kind: Literal
  order: 3
  path: metric numeric value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 9
  path: data quality evidence reference value
property:
  datatype: boolean
  description: Whether the metric passes the defined threshold or expectation
  max count: 1
  node kind: Literal
  order: 7
  path: metric pass flag value
property:
  datatype: string
  description: Threshold, tolerance, expectation, or acceptance criterion for the metric
  max count: 1
  node kind: Literal
  order: 6
  path: metric threshold value
property:
  datatype: string
  description: Identifier for a data quality metric or diagnostic metric
  max count: 1
  node kind: Literal
  order: 0
  path: quality metric identifier value
property:
  datatype: string
  description: Unit associated with a metric value
  max count: 1
  node kind: Literal
  order: 5
  path: metric unit value
property:
  datatype: string
  description: Method, query, diagnostic procedure, rule, or script used to compute the metric
  max count: 1
  node kind: Literal
  order: 8
  path: metric method value

remediationAction
type: NodeShape
comment: Remediation, mitigation, containment, or improvement activity for a data quality issue
closed: true
ignored properties: type
property:
  datatype: string
  description: Expected score, score change, or quality improvement after remediation
  max count: 1
  node kind: Literal
  order: 8
  path: expected score improvement value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 10
  path: data quality evidence reference value
property:
  datatype: string
  description: Description of the remediation, mitigation, containment, or improvement activity
  max count: 1
  node kind: Literal
  order: 2
  path: remediation description value
property:
  description: Lifecycle status of the remediation activity
  in: proposed
  in: planned
  in: in_progress
  in: completed
  in: verified
  in: deferred
  in: cancelled
  in: not_applicable
  max count: 1
  order: 4
  path: remediation status value
property:
  datatype: string
  description: Method or evidence used to verify that remediation was effective
  max count: 1
  node kind: Literal
  order: 9
  path: verification method value
property:
  description: Type of remediation action
  in: sampling_redesign
  in: reweighting
  in: imputation
  in: recalibration
  in: metadata_completion
  in: data_contract_enforcement
  in: unit_canonicalization
  in: source_refresh
  in: governance_agreement
  in: uncertainty_inflation
  in: quarantine
  in: rejection
  in: other
  max count: 1
  order: 1
  path: remediation action type value
property:
  datatype: date
  description: Completion date for the remediation activity
  max count: 1
  node kind: Literal
  order: 7
  path: remediation completion date value
property:
  datatype: string
  description: Identifier for a remediation action, mitigation, containment, or improvement activity
  max count: 1
  node kind: Literal
  order: 0
  path: remediation action identifier value
property:
  datatype: string
  description: Person, organization, team, system, or workflow responsible for remediation
  max count: 1
  node kind: Literal
  order: 5
  path: remediation owner value
property:
  datatype: date
  description: Due date for the remediation activity
  max count: 1
  node kind: Literal
  order: 6
  path: remediation due date value
property:
  description: Priority assigned to the remediation activity
  in: low
  in: medium
  in: high
  in: urgent
  in: not_assigned
  max count: 1
  order: 3
  path: remediation priority value

uncertaintyStatement
type: NodeShape
comment: Reusable statement describing uncertainty for a reported value, field, dataset, model output, or comparison
closed: true
ignored properties: type
property:
  datatype: string
  description: Standard, guide, or protocol applied in the uncertainty evaluation
  max count: 1
  node kind: Literal
  order: 20
  path: uncertainty standards applied value
property:
  class: measurandSpecification
  description: Operational definition of the measurand or value of interest
  max count: 1
  node kind: BlankNodeOrIRI
  order: 12
  path: measurand
property:
  datatype: string
  description: Identifier of a specific value object when the target model gives value-level identifiers
  max count: 1
  node kind: Literal
  order: 10
  path: uncertainty applies to value identifier value
property:
  datatype: string
  description: Slot or attribute in an external model to which this uncertainty statement applies
  max count: 1
  node kind: Literal
  order: 7
  path: uncertainty applies to slot value
property:
  class: uncertaintyInterval
  description: Coverage interval or other interval representation of uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 14
  path: coverage interval
property:
  datatype: string
  description: Class in an external model to which this uncertainty statement applies
  max count: 1
  node kind: Literal
  order: 6
  path: uncertainty applies to class value
property:
  datatype: string
  description: Additional notes about the uncertainty statement
  max count: 1
  node kind: Literal
  order: 21
  path: uncertainty statement notes value
property:
  datatype: string
  description: Reference to a data quality assessment that informs or justifies an uncertainty contribution
  max count: 1
  node kind: Literal
  order: 18
  path: uncertainty data quality reference value
property:
  datatype: string
  description: Identifier of the external record, object, dataset, or passport entry to which this uncertainty statement applies
  max count: 1
  node kind: Literal
  order: 8
  path: uncertainty applies to record value
property:
  datatype: string
  description: Name, URI, or namespace of the external data model to which this uncertainty statement applies
  max count: 1
  node kind: Literal
  order: 5
  path: uncertainty applies to model value
property:
  description: Type of uncertainty being described
  in: measurement_uncertainty
  in: parameter_uncertainty
  in: model_uncertainty
  in: scenario_uncertainty
  in: data_quality_derived_uncertainty
  in: comparison_uncertainty
  in: combined_uncertainty
  max count: 1
  order: 2
  path: uncertainty statement type value
property:
  class: quantityValue
  description: Reported value to which the uncertainty statement applies, when represented in this utility model
  max count: 1
  node kind: BlankNodeOrIRI
  order: 11
  path: reported value
property:
  class: propagationAnalysis
  description: Propagation or numerical analysis used to derive an uncertainty statement
  max count: 1
  node kind: BlankNodeOrIRI
  order: 16
  path: propagation analysis
property:
  datatype: string
  description: JSONPath, XPath, RDF path, or other pointer to the value to which this uncertainty statement applies
  max count: 1
  node kind: Literal
  order: 9
  path: uncertainty applies to value path value
property:
  datatype: dateTime
  description: Date and time when the uncertainty statement was issued or last updated
  max count: 1
  node kind: Literal
  order: 4
  path: uncertainty statement date value
property:
  datatype: string
  description: Identifier for an uncertainty statement that can be referenced from another CE-RISE model
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty statement identifier value
property:
  description: Lifecycle status of the uncertainty statement
  in: draft
  in: reported
  in: revised
  in: superseded
  in: withdrawn
  max count: 1
  order: 3
  path: uncertainty statement status value
property:
  class: uncertaintyDistribution
  description: Probability distribution describing uncertainty
  max count: 1
  node kind: BlankNodeOrIRI
  order: 13
  path: probability distribution
property:
  class: uncertaintyBudget
  description: Uncertainty budget used to calculate or justify an uncertainty statement
  max count: 1
  node kind: BlankNodeOrIRI
  order: 15
  path: uncertainty budget
property:
  datatype: string
  description: Human-readable label for the uncertainty statement
  max count: 1
  node kind: Literal
  order: 1
  path: uncertainty statement label value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 19
  path: uncertainty evidence reference value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition
  max count: 1
  node kind: Literal
  order: 17
  path: uncertainty traceability reference value

Concept
type: NodeShape
comment: A lifecycle-stage concept used to group or partition activities and flows
comment: A reference to an external classification, controlled vocabulary, compartment, code list, or concept
closed: true
ignored properties: type
property:
  datatype: string
  description: Identifier for this lifecycle-stage concept
  max count: 1
  node kind: Literal
  order: 0
  path: lifecycle stage identifier
property:
  datatype: string
  description: Code for this lifecycle stage within its declared scheme
  max count: 1
  node kind: Literal
  order: 1
  path: lifecycle stage code
property:
  datatype: string
  description: Code or notation for the classified concept
  max count: 1
  node kind: Literal
  order: 2
  path: classification code
property:
  datatype: integer
  description: Optional ordering value for this lifecycle stage within the declared scheme
  max count: 1
  node kind: Literal
  order: 4
  path: lifecycle stage sequence
property:
  datatype: string
  description: URI or other reference for the definition of this lifecycle-stage concept
  max count: 1
  node kind: Literal
  order: 5
  path: lifecycle stage definition reference
property:
  datatype: string
  description: Identifier or URI of a broader classification concept when applicable
  max count: 1
  node kind: Literal
  order: 5
  path: broader classification reference
property:
  description: Resolvable URI for the classified concept
  max count: 1
  node kind: IRI
  order: 4
  path: classification uri
property:
  datatype: string
  description: URI or other reference for the classification scheme, vocabulary, or code list
  max count: 1
  node kind: Literal
  order: 1
  path: classification scheme reference
property:
  datatype: string
  description: Preferred label for this lifecycle stage
  max count: 1
  node kind: Literal
  order: 2
  path: lifecycle stage name
property:
  datatype: string
  description: Identifier for this classification reference
  max count: 1
  node kind: Literal
  order: 0
  path: classification identifier
property:
  datatype: string
  description: Preferred label for the classified concept
  max count: 1
  node kind: Literal
  order: 3
  path: classification label
property:
  datatype: string
  description: URI or other reference for the lifecycle-stage scheme or standard used
  max count: 1
  node kind: Literal
  order: 3
  path: lifecycle stage scheme reference

Entity
type: NodeShape
comment: A versioned reference to a CE-RISE record, external model record, dataset, or generated artifact used to create or support product-system data
closed: true
ignored properties: type
property:
  datatype: dateTime
  description: Timestamp at which the source record or artifact was retrieved, extracted, or generated
  max count: 1
  node kind: Literal
  order: 11
  path: retrieved at
property:
  datatype: string
  description: Version, release tag, or revision of the source model or dataset family
  max count: 1
  node kind: Literal
  order: 4
  path: source model version
property:
  datatype: string
  description: Checksum or content hash for the concrete source artifact when available
  max count: 1
  node kind: Literal
  order: 9
  path: source artifact checksum
property:
  datatype: string
  description: Identifier for this source-record reference
  max count: 1
  node kind: Literal
  order: 0
  path: source record identifier
property:
  datatype: string
  description: URI for the source data model, ontology, schema, or dataset family
  max count: 1
  node kind: Literal
  order: 3
  path: source model uri
property:
  description: Role fulfilled by this source record in the product system
  in: ASSESSMENT_SUBJECT
  in: ACTIVITY_INPUT
  in: FLOW_INPUT
  in: BACKGROUND_DATASET
  in: CLASSIFICATION_SOURCE
  in: METHOD_OR_PARAMETER
  in: OTHER
  max count: 1
  order: 1
  path: source record role
property:
  datatype: string
  description: Resolvable URI for the specific source record, dataset, data package, or background activity used
  max count: 1
  node kind: Literal
  order: 6
  path: referenced record uri
property:
  datatype: string
  description: Version, release tag, revision, or timestamp of the specific referenced record
  max count: 1
  node kind: Literal
  order: 7
  path: referenced record version
property:
  datatype: string
  description: Identifier of the specific source record, dataset, data package, or background activity used
  max count: 1
  node kind: Literal
  order: 5
  path: referenced record identifier
property:
  datatype: string
  description: URI for the concrete source artifact, export, manifest, or API response used
  max count: 1
  node kind: Literal
  order: 8
  path: source artifact uri
property:
  datatype: string
  description: Reference to the query, selection rule, mapping, transformation, or extraction specification used
  max count: 1
  node kind: Literal
  order: 10
  path: data selection reference
property:
  datatype: string
  description: Identifier or name of the source data model, ontology, schema, or dataset family
  max count: 1
  node kind: Literal
  order: 2
  path: source model identifier

qualityIssue
type: NodeShape
comment: Data quality issue, limitation, anomaly, or risk identified through scoring, diagnostics, provenance review, or expert assessment
closed: true
ignored properties: type
property:
  class: remediationAction
  description: Remediation, mitigation, containment, or improvement actions
  node kind: BlankNodeOrIRI
  order: 9
  path: remediation actions
property:
  datatype: string
  description: Scope of the issue, such as affected fields, records, time periods, regions, suppliers, or processes
  max count: 1
  node kind: Literal
  order: 7
  path: issue scope value
property:
  description: Type of data quality issue
  in: missingness
  in: non_representativeness
  in: timeliness_deficit
  in: schema_drift
  in: unit_mismatch
  in: coding_mismatch
  in: calibration_gap
  in: provenance_gap
  in: method_mismatch
  in: boundary_mismatch
  in: outlier_or_anomaly
  in: duplicate_or_conflict
  in: bias
  in: invalid_value
  in: other
  max count: 1
  order: 1
  path: quality issue type value
property:
  datatype: string
  description: Quality criteria affected by the issue
  max count: 1
  node kind: Literal
  order: 2
  path: issue affected criteria value
property:
  datatype: date
  description: Date when the issue was detected
  max count: 1
  node kind: Literal
  order: 8
  path: issue detected date value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component informed by this data quality assessment
  max count: 1
  node kind: Literal
  order: 10
  path: data quality uncertainty reference value
property:
  datatype: string
  description: Identifier for a data quality issue, limitation, anomaly, or risk
  max count: 1
  node kind: Literal
  order: 0
  path: quality issue identifier value
property:
  datatype: string
  description: Risk statement explaining how the issue may affect the intended use, decision, or analysis
  max count: 1
  node kind: Literal
  order: 6
  path: issue risk statement value
property:
  description: Severity or criticality of the data quality issue
  in: low
  in: moderate
  in: high
  in: critical
  in: not_evaluated
  max count: 1
  order: 3
  path: issue severity value
property:
  description: Lifecycle status of the data quality issue
  in: open
  in: under_review
  in: mitigated
  in: remediated
  in: accepted_risk
  in: closed
  in: superseded
  max count: 1
  order: 4
  path: issue status value
property:
  datatype: string
  description: Root cause, suspected cause, or causal inference for the issue
  max count: 1
  node kind: Literal
  order: 5
  path: issue root cause value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 11
  path: data quality evidence reference value

uncertaintyTranslation
type: NodeShape
comment: Translation from data quality information into uncertainty metadata, such as coefficient of variation or uncertainty factor
closed: true
ignored properties: type
property:
  datatype: float
  description: Uncertainty factor derived from data quality information
  max count: 1
  node kind: Literal
  order: 5
  path: data quality uncertainty factor value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component informed by this data quality assessment
  max count: 1
  node kind: Literal
  order: 9
  path: data quality uncertainty reference value
property:
  datatype: string
  description: Rationale explaining how data quality information was translated into uncertainty
  max count: 1
  node kind: Literal
  order: 10
  path: uncertainty translation rationale value
property:
  datatype: float
  description: Lower bound of coefficient of variation derived from data quality information
  max count: 1
  node kind: Literal
  order: 3
  path: coefficient of variation lower value
property:
  description: Method used to translate data quality information into uncertainty
  in: cv_lookup
  in: uf_lookup
  in: direct_cv
  in: direct_uf
  in: lognormal_uf
  in: expert_judgement
  in: sensitivity_analysis
  in: monte_carlo
  in: not_evaluated
  in: other
  max count: 1
  order: 1
  path: uncertainty translation method value
property:
  description: Quality score used as input to the uncertainty translation
  in: score_1_very_reliable
  in: score_2_reliable
  in: score_3_unreliable
  in: score_4_dubious
  in: not_evaluated
  in: not_applicable
  max count: 1
  order: 2
  path: source quality score value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 11
  path: data quality evidence reference value
property:
  datatype: float
  description: Upper bound of coefficient of variation derived from data quality information
  max count: 1
  node kind: Literal
  order: 4
  path: coefficient of variation upper value
property:
  datatype: float
  description: Combined uncertainty factor after aggregating data-quality-derived uncertainty contributions
  max count: 1
  node kind: Literal
  order: 7
  path: combined uncertainty factor value
property:
  datatype: string
  description: Distributional assumption used for data-quality-derived uncertainty, such as normal or lognormal
  max count: 1
  node kind: Literal
  order: 8
  path: uncertainty distribution assumption value
property:
  datatype: string
  description: Identifier for a translation from data quality scores to uncertainty information
  max count: 1
  node kind: Literal
  order: 0
  path: uncertainty translation identifier value
property:
  datatype: float
  description: Combined coefficient of variation after aggregating data-quality-derived uncertainty contributions
  max count: 1
  node kind: Literal
  order: 6
  path: combined coefficient of variation value

calibrationRecord
type: NodeShape
comment: Calibration, comparison, verification, or check record contributing to a traceability chain
closed: true
ignored properties: type
property:
  datatype: string
  description: Identifier of the instrument, sensor, measuring system, reference material, standard, or software item calibrated or checked
  max count: 1
  node kind: Literal
  order: 5
  path: calibrated item identifier value
property:
  datatype: string
  description: Calibration result, correction, factor, or outcome statement
  max count: 1
  node kind: Literal
  order: 11
  path: calibration result value
property:
  datatype: string
  description: Accreditation identifier, scope, or body associated with the calibration provider
  max count: 1
  node kind: Literal
  order: 4
  path: calibration laboratory accreditation value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 15
  path: traceability evidence reference value
property:
  datatype: string
  description: Environmental, operating, or procedural conditions relevant to traceability
  max count: 1
  node kind: Literal
  order: 14
  path: traceability environmental conditions value
property:
  datatype: string
  description: Laboratory, organization, or facility that performed the calibration
  max count: 1
  node kind: Literal
  order: 3
  path: calibration laboratory value
property:
  description: Validity or acceptance status of the calibration record
  in: valid
  in: valid_with_restrictions
  in: due
  in: expired
  in: failed
  in: superseded
  in: not_available
  max count: 1
  order: 12
  path: calibration status value
property:
  datatype: string
  description: Calibration method, procedure, comparison method, or protocol used
  max count: 1
  node kind: Literal
  order: 7
  path: calibration method value
property:
  datatype: string
  description: Calibration interval or recalibration frequency
  max count: 1
  node kind: Literal
  order: 10
  path: calibration interval value
property:
  description: URL for the calibration certificate or equivalent evidence record
  max count: 1
  node kind: IRI
  order: 2
  path: calibration certificate url value
property:
  datatype: date
  description: Date on which the calibration was performed
  max count: 1
  node kind: Literal
  order: 8
  path: calibration date value
property:
  datatype: string
  description: Type of calibrated item
  max count: 1
  node kind: Literal
  order: 6
  path: calibrated item type value
property:
  datatype: string
  description: Identifier for a calibration, comparison, verification, or check record
  max count: 1
  node kind: Literal
  order: 0
  path: calibration identifier value
property:
  datatype: date
  description: Date by which recalibration is due
  max count: 1
  node kind: Literal
  order: 9
  path: calibration due date value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 13
  path: traceability uncertainty reference value
property:
  datatype: string
  description: Identifier of the calibration certificate or equivalent evidence record
  max count: 1
  node kind: Literal
  order: 1
  path: calibration certificate identifier value

uncertaintyInterval
type: NodeShape
comment: Interval representation of uncertainty, including coverage intervals and percentile intervals
closed: true
ignored properties: type
property:
  description: Type of interval used to communicate uncertainty
  in: coverage_interval
  in: expanded_uncertainty_interval
  in: percentile_interval
  in: credible_interval
  in: tolerance_interval
  in: decision_interval
  max count: 1
  order: 0
  path: interval type value
property:
  datatype: float
  description: Coverage factor used to obtain expanded uncertainty from combined standard uncertainty
  max count: 1
  node kind: Literal
  order: 5
  path: coverage factor value
property:
  datatype: float
  description: Coverage probability associated with a coverage interval or expanded uncertainty
  max count: 1
  max inclusive: 1e+00
  min inclusive: 0e+00
  node kind: Literal
  order: 4
  path: coverage probability value
property:
  datatype: string
  description: Unit associated with a reported result, estimate, distribution parameter, or uncertainty quantity
  max count: 1
  node kind: Literal
  order: 3
  path: uncertainty unit value
property:
  datatype: float
  description: Lower percentile used to define an interval, such as 5 for a 5th percentile bound
  max count: 1
  max inclusive: 1e+02
  min inclusive: 0e+00
  node kind: Literal
  order: 6
  path: percentile lower value
property:
  datatype: float
  description: Upper percentile used to define an interval, such as 95 for a 95th percentile bound
  max count: 1
  max inclusive: 1e+02
  min inclusive: 0e+00
  node kind: Literal
  order: 7
  path: percentile upper value
property:
  datatype: float
  description: Upper bound of an uncertainty interval, coverage interval, or plausible range
  max count: 1
  node kind: Literal
  order: 2
  path: upper bound value
property:
  datatype: float
  description: Lower bound of an uncertainty interval, coverage interval, or plausible range
  max count: 1
  node kind: Literal
  order: 1
  path: lower bound value

dataQualityAssessment
type: NodeShape
comment: Reusable assessment describing the quality, fitness for purpose, diagnostics, and improvement needs of data used by CE-RISE models
closed: true
ignored properties: type
property:
  description: Overall statement of whether the data are fit for the stated purpose
  in: fit
  in: fit_with_conditions
  in: exploratory_only
  in: not_fit
  in: insufficient_information
  in: not_evaluated
  max count: 1
  order: 8
  path: fitness for purpose value
property:
  datatype: string
  description: Additional notes about the data quality assessment
  max count: 1
  node kind: Literal
  order: 25
  path: assessment notes value
property:
  description: Lifecycle status of the data quality assessment
  in: draft
  in: active
  in: reviewed
  in: verified
  in: partial
  in: superseded
  in: expired
  in: unavailable
  max count: 1
  order: 3
  path: data quality assessment status value
property:
  datatype: string
  description: Reference to supporting evidence such as a report, dataset, diagnostic output, certificate, standard, or workflow record
  max count: 1
  node kind: Literal
  order: 23
  path: data quality evidence reference value
property:
  datatype: string
  description: Identifier for a data quality assessment that can be referenced from another CE-RISE model
  max count: 1
  node kind: Literal
  order: 0
  path: data quality assessment identifier value
property:
  datatype: string
  description: Reference to a metrological traceability statement, chain, method, calibration, or boundary definition related to this data quality assessment
  max count: 1
  node kind: Literal
  order: 22
  path: data quality traceability reference value
property:
  datatype: string
  description: Slot or attribute in an external model to which this data quality assessment applies
  max count: 1
  node kind: Literal
  order: 11
  path: data quality applies to slot value
property:
  description: Type of data quality assessment being documented
  in: value_assessment
  in: record_assessment
  in: dataset_assessment
  in: indicator_input_assessment
  in: indicator_output_assessment
  in: evidence_assessment
  in: process_assessment
  in: composite_assessment
  in: not_evaluated
  in: other
  max count: 1
  order: 2
  path: data quality assessment type value
property:
  datatype: string
  description: Human-readable label for the data quality assessment
  max count: 1
  node kind: Literal
  order: 1
  path: data quality assessment label value
property:
  datatype: dateTime
  description: Date and time when the data quality assessment was issued or last updated
  max count: 1
  node kind: Literal
  order: 4
  path: data quality assessment date value
property:
  class: dataQualityProfile
  description: Data quality profile associated with an assessment
  max count: 1
  node kind: BlankNodeOrIRI
  order: 16
  path: data quality profile
property:
  datatype: string
  description: Name, URI, or namespace of the external data model to which this data quality assessment applies
  max count: 1
  node kind: Literal
  order: 9
  path: data quality applies to model value
property:
  class: dataCharacterization
  description: Characterization of the assessed data and its provenance
  max count: 1
  node kind: BlankNodeOrIRI
  order: 15
  path: data characterization
property:
  datatype: string
  description: Identifier of the external record, object, dataset, or passport entry to which this data quality assessment applies
  max count: 1
  node kind: Literal
  order: 12
  path: data quality applies to record value
property:
  class: qualityDiagnostic
  description: Data-quality diagnostic runs, checks, or analyses
  node kind: BlankNodeOrIRI
  order: 17
  path: quality diagnostics
property:
  datatype: string
  description: Person, organization, system, or workflow responsible for the data quality assessment
  max count: 1
  node kind: Literal
  order: 5
  path: assessor value
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component informed by this data quality assessment
  max count: 1
  node kind: Literal
  order: 21
  path: data quality uncertainty reference value
property:
  datatype: string
  description: JSONPath, XPath, RDF path, or other pointer to the value to which this data quality assessment applies
  max count: 1
  node kind: Literal
  order: 13
  path: data quality applies to value path value
property:
  class: uncertaintyTranslation
  description: DQA-to-uncertainty translation associated with an assessment or profile
  max count: 1
  node kind: BlankNodeOrIRI
  order: 20
  path: uncertainty translation
property:
  datatype: string
  description: Identifier of a specific value object when the target model gives value-level identifiers
  max count: 1
  node kind: Literal
  order: 14
  path: data quality applies to value identifier value
property:
  datatype: string
  description: Purpose for which the data quality assessment is performed
  max count: 1
  node kind: Literal
  order: 6
  path: assessment purpose value
property:
  class: qualityIssue
  description: Data quality issues, limitations, anomalies, or risks
  node kind: BlankNodeOrIRI
  order: 18
  path: quality issues
property:
  datatype: string
  description: Standard, guide, protocol, or scoring framework applied in the data quality assessment
  max count: 1
  node kind: Literal
  order: 24
  path: data quality standards applied value
property:
  datatype: string
  description: Intended use, decision context, or analytical purpose for which data fitness is assessed
  max count: 1
  node kind: Literal
  order: 7
  path: intended use value
property:
  class: remediationAction
  description: Remediation, mitigation, containment, or improvement actions
  node kind: BlankNodeOrIRI
  order: 19
  path: remediation actions
property:
  datatype: string
  description: Class in an external model to which this data quality assessment applies
  max count: 1
  node kind: Literal
  order: 10
  path: data quality applies to class value

traceabilityStatement
type: NodeShape
comment: Reusable statement documenting the traceability basis of a measured, calculated, method-defined, or boundary-defined value
closed: true
ignored properties: type
property:
  datatype: string
  description: Additional notes about the traceability statement
  max count: 1
  node kind: Literal
  order: 33
  path: traceability statement notes value
property:
  datatype: string
  description: Identifier for the reported measured, calculated, or assessed value
  max count: 1
  node kind: Literal
  order: 16
  path: reported value identifier value
property:
  datatype: string
  description: Slot or attribute in an external model to which this traceability statement applies
  max count: 1
  node kind: Literal
  order: 7
  path: traceability applies to slot value
property:
  class: traceabilityBasis
  description: Reference basis that establishes the meaning and comparability of the value
  max count: 1
  node kind: BlankNodeOrIRI
  order: 20
  path: traceability basis
property:
  class: boundaryDefinition
  description: Boundary, goal-and-scope, scenario, or model definition used to define a modelled value
  max count: 1
  node kind: BlankNodeOrIRI
  order: 23
  path: boundary definition
property:
  class: referenceMaterial
  description: Reference materials and certified reference materials used in traceability
  node kind: BlankNodeOrIRI
  order: 26
  path: reference materials
property:
  description: Type of traceability being documented
  in: si_traceability
  in: method_defined_traceability
  in: boundary_defined_traceability
  in: reference_material_traceability
  in: conventional_reference_traceability
  in: hybrid_traceability
  in: not_evaluated
  in: other
  max count: 1
  order: 2
  path: traceability statement type value
property:
  datatype: dateTime
  description: Date or time at which the reported result was generated, measured, calculated, or issued
  max count: 1
  node kind: Literal
  order: 19
  path: result date value
property:
  datatype: string
  description: Kind of quantity or indicator being traced, such as mass, length, concentration, carbon footprint, or circularity indicator
  max count: 1
  node kind: Literal
  order: 14
  path: traceability quantity kind value
property:
  description: Lifecycle or validity status of the traceability statement
  in: draft
  in: active
  in: reviewed
  in: verified
  in: partial
  in: expired
  in: superseded
  in: unavailable
  max count: 1
  order: 3
  path: traceability status value
property:
  datatype: string
  description: Unit in which the value or measurand is expressed
  max count: 1
  node kind: Literal
  order: 15
  path: traceability quantity unit value
property:
  class: calibrationRecord
  description: Calibration, comparison, verification, or check records that support traceability
  node kind: BlankNodeOrIRI
  order: 24
  path: calibration records
property:
  datatype: string
  description: Name of the measurand, quantity, indicator, or value of interest
  max count: 1
  node kind: Literal
  order: 12
  path: traceability measurand name value
property:
  class: traceabilityChain
  description: Traceability chain or network that relates the result to a reference
  max count: 1
  node kind: BlankNodeOrIRI
  order: 21
  path: traceability chain
property:
  class: measurementProcedure
  description: Procedure or method used to define, obtain, transfer, or compare the value
  max count: 1
  node kind: BlankNodeOrIRI
  order: 22
  path: measurement procedure
property:
  datatype: string
  description: Identifier for a metrological traceability statement that can be referenced from another CE-RISE model
  max count: 1
  node kind: Literal
  order: 0
  path: traceability statement identifier value
property:
  datatype: dateTime
  description: Date and time when the traceability statement was issued or last updated
  max count: 1
  node kind: Literal
  order: 4
  path: traceability statement date value
property:
  datatype: string
  description: Identifier of a specific value object when the target model gives value-level identifiers
  max count: 1
  node kind: Literal
  order: 10
  path: traceability applies to value identifier value
property:
  datatype: string
  description: Reference to a data quality assessment associated with this traceability record
  max count: 1
  node kind: Literal
  order: 30
  path: traceability data quality reference value
property:
  class: referenceEntity
  description: Reference entities, standards, methods, instruments, datasets, or organizations used in traceability
  node kind: BlankNodeOrIRI
  order: 25
  path: reference entities
property:
  datatype: string
  description: Reference to an uncertainty statement, uncertainty budget, or uncertainty component associated with this traceability record
  max count: 1
  node kind: Literal
  order: 29
  path: traceability uncertainty reference value
property:
  datatype: string
  description: Reference to supporting evidence such as a certificate, report, procedure, dataset, standard, or software record
  max count: 1
  node kind: Literal
  order: 31
  path: traceability evidence reference value
property:
  datatype: string
  description: Unit associated with the reported value
  max count: 1
  node kind: Literal
  order: 18
  path: reported value unit value
property:
  datatype: string
  description: Operational definition of the measurand, including what is measured, calculated, or assessed
  max count: 1
  node kind: Literal
  order: 13
  path: traceability measurand description value
property:
  datatype: string
  description: Identifier for the measurand, quantity, indicator, or value of interest
  max count: 1
  node kind: Literal
  order: 11
  path: traceability measurand identifier value
property:
  datatype: string
  description: Reported value to which the traceability statement applies
  max count: 1
  node kind: Literal
  order: 17
  path: reported value value
property:
  datatype: string
  description: JSONPath, XPath, RDF path, or other pointer to the value to which this traceability statement applies
  max count: 1
  node kind: Literal
  order: 9
  path: traceability applies to value path value

uncertaintyDistribution
type: NodeShape
comment: Probability distribution representing uncertainty for a measurand, input quantity, component, or model output
closed: true
ignored properties: type
property:
  datatype: string
  description: Notes about distribution choice, fitting, assumptions, or limitations
  max count: 1
  node kind: Literal
  order: 11
  path: distribution notes value
property:
  datatype: float
  description: Location parameter of the probability distribution when applicable
  max count: 1
  node kind: Literal
  order: 8
  path: distribution location value
property:
  datatype: float
  description: Mean of the probability distribution
  max count: 1
  node kind: Literal
  order: 5
  path: distribution mean value
property:
  class: distributionParameter
  description: Flexible distribution parameters, such as mean, standard deviation, minimum, maximum, shape, or scale
  node kind: BlankNodeOrIRI
  order: 2
  path: distribution parameters
property:
  datatype: string
  description: Identifier for a probability distribution used in the uncertainty evaluation
  max count: 1
  node kind: Literal
  order: 0
  path: distribution identifier value
property:
  datatype: float
  description: Standard deviation of the probability distribution
  max count: 1
  node kind: Literal
  order: 7
  path: distribution standard deviation value
property:
  description: Type of probability distribution used to describe uncertainty
  in: normal
  in: lognormal
  in: triangular
  in: uniform
  in: rectangular
  in: student_t
  in: beta
  in: gamma
  in: exponential
  in: empirical
  in: discrete
  in: multimodal
  in: custom
  max count: 1
  order: 1
  path: distribution type value
property:
  datatype: float
  description: Median of the probability distribution
  max count: 1
  node kind: Literal
  order: 6
  path: distribution median value
property:
  datatype: float
  description: Scale parameter of the probability distribution when applicable
  max count: 1
  node kind: Literal
  order: 9
  path: distribution scale value
property:
  datatype: string
  description: Reference to empirical samples or tabulated values used to define an empirical distribution
  max count: 1
  node kind: Literal
  order: 10
  path: empirical values reference value
property:
  datatype: float
  description: Upper support bound of the probability distribution
  max count: 1
  node kind: Literal
  order: 4
  path: distribution upper bound value
property:
  datatype: float
  description: Lower support bound of the probability distribution
  max count: 1
  node kind: Literal
  order: 3
  path: distribution lower bound value

datatype: string
description: Standard, guide, protocol, or normative document applied when establishing traceability
max count: 1
node kind: Literal
order: 32
path: traceability standards applied value

class: measurementStandard
description: Measurement standards, artefacts, instruments, and realizations used in traceability
node kind: BlankNodeOrIRI
order: 27
path: measurement standards

datatype: string
description: Identifier of the external record, object, dataset, or passport entry to which this traceability statement applies
max count: 1
node kind: Literal
order: 8
path: traceability applies to record value

datatype: string
description: Human-readable label for the traceability statement
max count: 1
node kind: Literal
order: 1
path: traceability statement label value

datatype: string
description: Class in an external model to which this traceability statement applies
max count: 1
node kind: Literal
order: 6
path: traceability applies to class value

datatype: string
description: Name, URI, or namespace of the external data model to which this traceability statement applies
max count: 1
node kind: Literal
order: 5
path: traceability applies to model value

class: competenceRecord
description: Competence, accreditation, validation, or quality system records supporting traceability
node kind: BlankNodeOrIRI
order: 28
path: competence records