World Models · Published

Official Statistics

Represent an official statistical product as a governed, versioned aggregate of authority, concepts, populations, structures, sources, methods, observations, quality, revisions, releases and confidentiality decisions independent of storage or exchange format.

AI YAML AGENTS.md Research evidence

Published. Research assurance: reviewable-draft. The Codex-only synthesis is published under an explicit repository-owner provider waiver. It passed structural validation and a separate no-tools adversarial audit, but remains a reviewable draft until independent second-provider review and the holds below are closed.

Catalogue IDWM-DAT-002

Version0.3.0-research.1

Previous version-

Typeaggregate

ValidationPassed

Synthesis digestsha256:279c97ee8a9b875d…

10Sources

7Bundles

16Layers

32Findings

96Questions

32Artifacts

Format-independent logical structure

Bundles → Layers → Findings → Questions + Artifacts

governance-and-statistical-programmeGovernance and statistical programme2 layers

Establishes why a statistical product is official and who is accountable for it.

authority-purpose-and-independenceAuthority, purpose and independence2 findings

Mandate, public need, impartiality and accountable authority.

statistical-authority-mandate-and-delegation

Statistical authority, mandate and delegation

Identifies the authority, legal or institutional mandate, delegated producer and accountable roles for the statistical product.

Questions

What is the current governed value or definition for statistical authority, mandate and delegation, for which statistical product, population, domain and reference period?authority
Expected answer
- Statistical authority, mandate and delegation
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish statistical authority, mandate and delegation, with what quality, uncertainty and provenance?state
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs statistical authority, mandate and delegation, and how is prior history preserved?measurement
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Statistical authority, mandate and delegation recordVersioned statistical record or evidence package supporting statistical authority, mandate and delegation with provenance and disclosure marking.

public-purpose-independence-and-equal-access

Public purpose, independence and equal access

Records user need, public value, professional-independence safeguards, impartiality and equal-access commitments.

Questions

What is the current governed value or definition for public purpose, independence and equal access, for which statistical product, population, domain and reference period?requirement
Expected answer
- Public purpose, independence and equal access
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish public purpose, independence and equal access, with what quality, uncertainty and provenance?temporal
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs public purpose, independence and equal access, and how is prior history preserved?quality
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Public purpose, independence and equal access recordVersioned statistical record or evidence package supporting public purpose, independence and equal access with provenance and disclosure marking.

programme-and-product-identityProgramme and product identity2 findings

Stable programme, statistical activity and product identities.

programme-product-identifiers-and-scope

Programme, product identifiers and scope

Governs stable identifiers, names, statistical domain, purpose, scope and relationships among programmes, activities and products.

Questions

What is the current governed value or definition for programme, product identifiers and scope, for which statistical product, population, domain and reference period?identity
Expected answer
- Programme, product identifiers and scope
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish programme, product identifiers and scope, with what quality, uncertainty and provenance?provenance
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs programme, product identifiers and scope, and how is prior history preserved?validation
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Programme, product identifiers and scope recordVersioned statistical record or evidence package supporting programme, product identifiers and scope with provenance and disclosure marking.

stakeholders-needs-uses-and-fitness

Stakeholders, needs, uses and fitness

Captures intended users, decisions, use cases, required timeliness and fitness limitations without promising every secondary use.

Questions

What is the current governed value or definition for stakeholders, needs, uses and fitness, for which statistical product, population, domain and reference period?composition
Expected answer
- Stakeholders, needs, uses and fitness
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish stakeholders, needs, uses and fitness, with what quality, uncertainty and provenance?authority
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs stakeholders, needs, uses and fitness, and how is prior history preserved?privacy
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Stakeholders, needs, uses and fitness recordVersioned statistical record or evidence package supporting stakeholders, needs, uses and fitness with provenance and disclosure marking.

concepts-populations-and-structuresConcepts, populations and structures3 layers

Defines what is measured, for whom and under which multidimensional structure.

concept-measure-and-unitConcept, measure and unit2 findings

Conceptual definition, indicator formula and unit semantics.

statistical-concept-definition-and-variant

Statistical concept, definition and variant

Versioned concept definition, inclusions, exclusions, synonyms and operational variants used by the product.

Questions

What is the current governed value or definition for statistical concept, definition and variant, for which statistical product, population, domain and reference period?definition
Expected answer
- Statistical concept, definition and variant
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish statistical concept, definition and variant, with what quality, uncertainty and provenance?requirement
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs statistical concept, definition and variant, and how is prior history preserved?access
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Statistical concept, definition and variant recordVersioned statistical record or evidence package supporting statistical concept, definition and variant with provenance and disclosure marking.

measure-indicator-formula-unit-and-direction

Measure, indicator, formula, unit and direction

Defines numerator, denominator, aggregation, scale, unit, sign and interpretation of change for a measure or indicator.

Questions

What is the current governed value or definition for measure, indicator, formula, unit and direction, for which statistical product, population, domain and reference period?measurement
Expected answer
- Measure, indicator, formula, unit and direction
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish measure, indicator, formula, unit and direction, with what quality, uncertainty and provenance?process
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs measure, indicator, formula, unit and direction, and how is prior history preserved?interoperability
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Measure, indicator, formula, unit and direction recordVersioned statistical record or evidence package supporting measure, indicator, formula, unit and direction with provenance and disclosure marking.

population-frame-and-domainPopulation, frame and domain2 findings

Target and observed universes, statistical units and subpopulations.

target-observed-population-and-statistical-unit

Target and observed population and statistical unit

Defines the target universe, observed population, unit type, eligibility, coverage and differences between intended and observed scope.

Questions

What is the current governed value or definition for target and observed population and statistical unit, for which statistical product, population, domain and reference period?classification
Expected answer
- Target and observed population and statistical unit
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish target and observed population and statistical unit, with what quality, uncertainty and provenance?measurement
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs target and observed population and statistical unit, and how is prior history preserved?retention
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Target and observed population and statistical unit recordVersioned statistical record or evidence package supporting target and observed population and statistical unit with provenance and disclosure marking.

frame-domain-sample-and-coverage

Frame, domain, sample and coverage

Links the frame, sample design, reporting domain, exclusions, undercoverage, overcoverage and effective population.

Questions

What is the current governed value or definition for frame, domain, sample and coverage, for which statistical product, population, domain and reference period?composition
Expected answer
- Frame, domain, sample and coverage
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish frame, domain, sample and coverage, with what quality, uncertainty and provenance?quality
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs frame, domain, sample and coverage, and how is prior history preserved?identity
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Frame, domain, sample and coverage recordVersioned statistical record or evidence package supporting frame, domain, sample and coverage with provenance and disclosure marking.

data-structure-and-classificationsData structure and classifications2 findings

Dimensions, attributes, codelists and structural constraints.

data-structure-dimensions-measures-and-attributes

Data structure, dimensions, measures and attributes

Defines the cube or table structure, series keys, observation dimensions, measures, attributes and attachment levels.

Questions

What is the current governed value or definition for data structure, dimensions, measures and attributes, for which statistical product, population, domain and reference period?composition
Expected answer
- Data structure, dimensions, measures and attributes
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish data structure, dimensions, measures and attributes, with what quality, uncertainty and provenance?validation
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs data structure, dimensions, measures and attributes, and how is prior history preserved?definition
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Data structure, dimensions, measures and attributes recordVersioned statistical record or evidence package supporting data structure, dimensions, measures and attributes with provenance and disclosure marking.

classifications-codelists-hierarchies-and-crosswalks

Classifications, codelists, hierarchies and crosswalks

Pins classification versions, code validity, hierarchies, correspondence tables and loss in mapping between schemes.

Questions

What is the current governed value or definition for classifications, codelists, hierarchies and crosswalks, for which statistical product, population, domain and reference period?interoperability
Expected answer
- Classifications, codelists, hierarchies and crosswalks
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish classifications, codelists, hierarchies and crosswalks, with what quality, uncertainty and provenance?privacy
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs classifications, codelists, hierarchies and crosswalks, and how is prior history preserved?classification
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Classifications, codelists, hierarchies and crosswalks recordVersioned statistical record or evidence package supporting classifications, codelists, hierarchies and crosswalks with provenance and disclosure marking.

sources-and-collectionSources and collection2 layers

Describes how input data are acquired and which limitations follow.

source-register-and-provenanceSource register and provenance2 findings

Typed input sources and provider agreements.

source-type-provider-purpose-and-authority

Source type, provider, purpose and authority

Registers census, survey, administrative, transactional, geospatial or other source references with provider, original purpose and authority.

Questions

What is the current governed value or definition for source type, provider, purpose and authority, for which statistical product, population, domain and reference period?provenance
Expected answer
- Source type, provider, purpose and authority
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish source type, provider, purpose and authority, with what quality, uncertainty and provenance?access
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs source type, provider, purpose and authority, and how is prior history preserved?composition
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Source type, provider, purpose and authority recordVersioned statistical record or evidence package supporting source type, provider, purpose and authority with provenance and disclosure marking.

acquisition-agreement-lineage-and-ingestion

Acquisition agreement, lineage and ingestion

Captures transfer terms, delivery, ingestion, transformations, checksums and lineage from an external source without importing its master records.

Questions

What is the current governed value or definition for acquisition agreement, lineage and ingestion, for which statistical product, population, domain and reference period?relationship
Expected answer
- Acquisition agreement, lineage and ingestion
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish acquisition agreement, lineage and ingestion, with what quality, uncertainty and provenance?interoperability
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs acquisition agreement, lineage and ingestion, and how is prior history preserved?relationship
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Acquisition agreement, lineage and ingestion recordVersioned statistical record or evidence package supporting acquisition agreement, lineage and ingestion with provenance and disclosure marking.

collection-design-and-executionCollection design and execution2 findings

Instrument, sample, response and fieldwork evidence.

instrument-question-variable-and-collection-mode

Instrument, question, variable and collection mode

Links instrument versions, questions, variables, routing, collection mode, measurement protocol and language.

Questions

What is the current governed value or definition for instrument, question, variable and collection mode, for which statistical product, population, domain and reference period?process
Expected answer
- Instrument, question, variable and collection mode
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish instrument, question, variable and collection mode, with what quality, uncertainty and provenance?retention
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs instrument, question, variable and collection mode, and how is prior history preserved?state
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Instrument, question, variable and collection mode recordVersioned statistical record or evidence package supporting instrument, question, variable and collection mode with provenance and disclosure marking.

response-coverage-nonresponse-and-timeliness

Response, coverage, nonresponse and timeliness

Summarizes response, nonresponse, paradata, coverage errors, cut-off times and collection limitations at safe aggregation.

Questions

What is the current governed value or definition for response, coverage, nonresponse and timeliness, for which statistical product, population, domain and reference period?quality
Expected answer
- Response, coverage, nonresponse and timeliness
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish response, coverage, nonresponse and timeliness, with what quality, uncertainty and provenance?identity
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs response, coverage, nonresponse and timeliness, and how is prior history preserved?temporal
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Response, coverage, nonresponse and timeliness recordVersioned statistical record or evidence package supporting response, coverage, nonresponse and timeliness with provenance and disclosure marking.

processing-estimation-and-qualityProcessing, estimation and quality3 layers

Makes transformations, estimates, uncertainty and fitness evidence explicit.

editing-validation-and-imputationEditing, validation and imputation2 findings

Rules and actions that turn inputs into consistent analytical data.

editing-validation-rules-and-exceptions

Editing, validation rules and exceptions

Pins rule sets, failed checks, human or automated decisions, overrides and retained exceptions.

Questions

What is the current governed value or definition for editing, validation rules and exceptions, for which statistical product, population, domain and reference period?validation
Expected answer
- Editing, validation rules and exceptions
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish editing, validation rules and exceptions, with what quality, uncertainty and provenance?definition
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs editing, validation rules and exceptions, and how is prior history preserved?provenance
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Editing, validation rules and exceptions recordVersioned statistical record or evidence package supporting editing, validation rules and exceptions with provenance and disclosure marking.

imputation-derivation-integration-and-transformation

Imputation, derivation, integration and transformation

Records algorithms, donor or model basis, linked sources, derived variables, parameters and transformation lineage.

Questions

What is the current governed value or definition for imputation, derivation, integration and transformation, for which statistical product, population, domain and reference period?process
Expected answer
- Imputation, derivation, integration and transformation
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish imputation, derivation, integration and transformation, with what quality, uncertainty and provenance?classification
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs imputation, derivation, integration and transformation, and how is prior history preserved?authority
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Imputation, derivation, integration and transformation recordVersioned statistical record or evidence package supporting imputation, derivation, integration and transformation with provenance and disclosure marking.

weighting-estimation-and-adjustmentWeighting, estimation and adjustment2 findings

Estimation design, weights and model-based adjustments.

weights-estimator-calibration-and-benchmarking

Weights, estimator, calibration and benchmarking

Defines design weights, nonresponse adjustment, calibration controls, estimator, benchmarking constraints and effective versions.

Questions

What is the current governed value or definition for weights, estimator, calibration and benchmarking, for which statistical product, population, domain and reference period?measurement
Expected answer
- Weights, estimator, calibration and benchmarking
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish weights, estimator, calibration and benchmarking, with what quality, uncertainty and provenance?composition
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs weights, estimator, calibration and benchmarking, and how is prior history preserved?requirement
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Weights, estimator, calibration and benchmarking recordVersioned statistical record or evidence package supporting weights, estimator, calibration and benchmarking with provenance and disclosure marking.

seasonal-price-volume-and-model-adjustment

Seasonal, price, volume and model adjustment

Distinguishes raw and adjusted series and pins decomposition, deflation, chain-linking or other model versions and diagnostics.

Questions

What is the current governed value or definition for seasonal, price, volume and model adjustment, for which statistical product, population, domain and reference period?process
Expected answer
- Seasonal, price, volume and model adjustment
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish seasonal, price, volume and model adjustment, with what quality, uncertainty and provenance?relationship
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs seasonal, price, volume and model adjustment, and how is prior history preserved?process
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Seasonal, price, volume and model adjustment recordVersioned statistical record or evidence package supporting seasonal, price, volume and model adjustment with provenance and disclosure marking.

uncertainty-quality-and-comparabilityUncertainty, quality and comparability2 findings

Quality dimensions, uncertainty and breaks in interpretation.

sampling-nonsampling-and-model-uncertainty

Sampling, nonsampling and model uncertainty

Represents standard errors, intervals, variance methods, bias risks, model uncertainty and confidence limitations.

Questions

What is the current governed value or definition for sampling, nonsampling and model uncertainty, for which statistical product, population, domain and reference period?identity
Expected answer
- Sampling, nonsampling and model uncertainty
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish sampling, nonsampling and model uncertainty, with what quality, uncertainty and provenance?state
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs sampling, nonsampling and model uncertainty, and how is prior history preserved?measurement
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Sampling, nonsampling and model uncertainty recordVersioned statistical record or evidence package supporting sampling, nonsampling and model uncertainty with provenance and disclosure marking.

relevance-accuracy-timeliness-coherence-and-comparability

Relevance, accuracy, timeliness, coherence and comparability

Records quality assessments, metrics, scope, assessor, evidence, time, limitations and comparability breaks.

Questions

What is the current governed value or definition for relevance, accuracy, timeliness, coherence and comparability, for which statistical product, population, domain and reference period?quality
Expected answer
- Relevance, accuracy, timeliness, coherence and comparability
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish relevance, accuracy, timeliness, coherence and comparability, with what quality, uncertainty and provenance?temporal
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs relevance, accuracy, timeliness, coherence and comparability, and how is prior history preserved?quality
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Relevance, accuracy, timeliness, coherence and comparability recordVersioned statistical record or evidence package supporting relevance, accuracy, timeliness, coherence and comparability with provenance and disclosure marking.

series-observations-and-vintagesSeries, observations and vintages2 layers

Represents governed statistical values and their time-bound publication states.

series-identity-and-reference-timeSeries identity and reference time2 findings

Series keys, frequency, coverage and temporal semantics.

series-key-frequency-unit-and-domain

Series key, frequency, unit and domain

Governs the complete series key, dimensions, frequency, unit, scaling, territory or population and structural validity.

Questions

What is the current governed value or definition for series key, frequency, unit and domain, for which statistical product, population, domain and reference period?identity
Expected answer
- Series key, frequency, unit and domain
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish series key, frequency, unit and domain, with what quality, uncertainty and provenance?provenance
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs series key, frequency, unit and domain, and how is prior history preserved?validation
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Series key, frequency, unit and domain recordVersioned statistical record or evidence package supporting series key, frequency, unit and domain with provenance and disclosure marking.

reference-period-calendar-and-temporal-coverage

Reference period, calendar and temporal coverage

Separates reference period from collection, processing, release and ingestion times and identifies calendar conventions and coverage.

Questions

What is the current governed value or definition for reference period, calendar and temporal coverage, for which statistical product, population, domain and reference period?temporal
Expected answer
- Reference period, calendar and temporal coverage
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish reference period, calendar and temporal coverage, with what quality, uncertainty and provenance?authority
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs reference period, calendar and temporal coverage, and how is prior history preserved?privacy
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Reference period, calendar and temporal coverage recordVersioned statistical record or evidence package supporting reference period, calendar and temporal coverage with provenance and disclosure marking.

observation-value-and-vintageObservation value and vintage2 findings

Value, status, confidentiality and version lineage.

observation-value-status-unit-and-flags

Observation value, status, unit and flags

Stores value or explicit missing state, unit, decimals, estimation and adjustment status, confidentiality flags and explanatory annotations.

Questions

What is the current governed value or definition for observation value, status, unit and flags, for which statistical product, population, domain and reference period?state
Expected answer
- Observation value, status, unit and flags
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish observation value, status, unit and flags, with what quality, uncertainty and provenance?requirement
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs observation value, status, unit and flags, and how is prior history preserved?access
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Observation value, status, unit and flags recordVersioned statistical record or evidence package supporting observation value, status, unit and flags with provenance and disclosure marking.

vintage-release-state-and-immutable-lineage

Vintage, release state and immutable lineage

Distinguishes provisional, estimated, revised, corrected and final states with predecessor, reason, actor and publication time.

Questions

What is the current governed value or definition for vintage, release state and immutable lineage, for which statistical product, population, domain and reference period?state
Expected answer
- Vintage, release state and immutable lineage
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish vintage, release state and immutable lineage, with what quality, uncertainty and provenance?process
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs vintage, release state and immutable lineage, and how is prior history preserved?interoperability
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Vintage, release state and immutable lineage recordVersioned statistical record or evidence package supporting vintage, release state and immutable lineage with provenance and disclosure marking.

revision-release-and-disseminationRevision, release and dissemination2 layers

Controls how statistical products change and become public.

revision-and-series-continuityRevision and series continuity2 findings

Routine, major, unscheduled and corrective changes.

revision-policy-schedule-reason-and-impact

Revision policy, schedule, reason and impact

Declares routine, major and unscheduled revision rules and records reason, scope, magnitude, users affected and communication.

Questions

What is the current governed value or definition for revision policy, schedule, reason and impact, for which statistical product, population, domain and reference period?temporal
Expected answer
- Revision policy, schedule, reason and impact
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish revision policy, schedule, reason and impact, with what quality, uncertainty and provenance?measurement
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs revision policy, schedule, reason and impact, and how is prior history preserved?retention
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Revision policy, schedule, reason and impact recordVersioned statistical record or evidence package supporting revision policy, schedule, reason and impact with provenance and disclosure marking.

break-correction-backcast-and-discontinuation

Break, correction, backcast and discontinuation

Represents methodological breaks, error corrections, backcasts, replacement series and discontinuation without silent overwrite.

Questions

What is the current governed value or definition for break, correction, backcast and discontinuation, for which statistical product, population, domain and reference period?provenance
Expected answer
- Break, correction, backcast and discontinuation
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish break, correction, backcast and discontinuation, with what quality, uncertainty and provenance?quality
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs break, correction, backcast and discontinuation, and how is prior history preserved?identity
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Break, correction, backcast and discontinuation recordVersioned statistical record or evidence package supporting break, correction, backcast and discontinuation with provenance and disclosure marking.

release-and-distributionRelease and distribution2 findings

Calendars, embargo, publication and machine projections.

release-calendar-embargo-and-equal-access

Release calendar, embargo and equal access

Records scheduled release, deviations, embargo, authorized pre-release, public release time and equal-access evidence.

Questions

What is the current governed value or definition for release calendar, embargo and equal access, for which statistical product, population, domain and reference period?access
Expected answer
- Release calendar, embargo and equal access
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish release calendar, embargo and equal access, with what quality, uncertainty and provenance?validation
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs release calendar, embargo and equal access, and how is prior history preserved?definition
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Release calendar, embargo and equal access recordVersioned statistical record or evidence package supporting release calendar, embargo and equal access with provenance and disclosure marking.

dataset-table-api-chart-and-publication-projection

Dataset, table, API, chart and publication projection

Binds digest-pinned distribution artifacts and APIs to a product vintage and records filters, transformations, rounding and information loss.

Questions

What is the current governed value or definition for dataset, table, api, chart and publication projection, for which statistical product, population, domain and reference period?interoperability
Expected answer
- Dataset, table, API, chart and publication projection
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish dataset, table, api, chart and publication projection, with what quality, uncertainty and provenance?privacy
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs dataset, table, api, chart and publication projection, and how is prior history preserved?classification
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Dataset, table, API, chart and publication projection recordVersioned statistical record or evidence package supporting dataset, table, api, chart and publication projection with provenance and disclosure marking.

confidentiality-provenance-and-federationConfidentiality, provenance and federation2 layers

Protects statistical units and supports governed reuse across systems.

confidentiality-and-controlled-accessConfidentiality and controlled access2 findings

Disclosure risk, suppression, access and retention.

microdata-small-cell-and-disclosure-risk

Microdata, small cell and disclosure risk

Classifies direct and indirect identification risk, small cells, dominance and linked-data risk before any projection.

Questions

What is the current governed value or definition for microdata, small cell and disclosure risk, for which statistical product, population, domain and reference period?privacy
Expected answer
- Microdata, small cell and disclosure risk
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish microdata, small cell and disclosure risk, with what quality, uncertainty and provenance?access
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs microdata, small cell and disclosure risk, and how is prior history preserved?composition
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Microdata, small cell and disclosure risk recordVersioned statistical record or evidence package supporting microdata, small cell and disclosure risk with provenance and disclosure marking.

suppression-perturbation-access-and-retention

Suppression, perturbation, access and retention

Records disclosure-control method, affected values, utility loss, authorized purpose, environment, expiry, retention and audit obligations.

Questions

What is the current governed value or definition for suppression, perturbation, access and retention, for which statistical product, population, domain and reference period?measurement
Expected answer
- Suppression, perturbation, access and retention
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish suppression, perturbation, access and retention, with what quality, uncertainty and provenance?interoperability
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs suppression, perturbation, access and retention, and how is prior history preserved?relationship
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Suppression, perturbation, access and retention recordVersioned statistical record or evidence package supporting suppression, perturbation, access and retention with provenance and disclosure marking.

provenance-and-standard-mappingsProvenance and standard mappings2 findings

End-to-end lineage and syntax-neutral interoperability.

entity-activity-agent-derivation-and-attribution

Entity, activity, agent, derivation and attribution

Links inputs, processing activities, agents, methods, software, outputs, revisions and responsibility across the lifecycle.

Questions

What is the current governed value or definition for entity, activity, agent, derivation and attribution, for which statistical product, population, domain and reference period?provenance
Expected answer
- Entity, activity, agent, derivation and attribution
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish entity, activity, agent, derivation and attribution, with what quality, uncertainty and provenance?retention
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs entity, activity, agent, derivation and attribution, and how is prior history preserved?state
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

Entity, activity, agent, derivation and attribution recordVersioned statistical record or evidence package supporting entity, activity, agent, derivation and attribution with provenance and disclosure marking.

sdmx-ddi-gsbpm-crosswalk-version-and-loss

SDMX, DDI and GSBPM crosswalk, version and loss

Pins source and target versions, maps concepts and lifecycle stages, validates exchange and declares omissions or non-round-trippable meaning.

Questions

What is the current governed value or definition for sdmx, ddi and gsbpm crosswalk, version and loss, for which statistical product, population, domain and reference period?interoperability
Expected answer
- SDMX, DDI and GSBPM crosswalk, version and loss
- statistical product and scope
- reference period and status or explicit unknown
Which authority, source, method and processing version establish sdmx, ddi and gsbpm crosswalk, version and loss, with what quality, uncertainty and provenance?identity
Expected answer
- authority and source
- method and version
- quality, uncertainty and provenance
Which validation, confidentiality, access or revision rule governs sdmx, ddi and gsbpm crosswalk, version and loss, and how is prior history preserved?temporal
Expected answer
- validation and disclosure rule
- authorized decision and effective time
- predecessor and revision lineage

Artifacts

SDMX, DDI and GSBPM crosswalk, version and loss recordVersioned statistical record or evidence package supporting sdmx, ddi and gsbpm crosswalk, version and loss with provenance and disclosure marking.

Publication holds

Claude and Grok timed out during their bounded attempts, so independent external review is absent and explicitly waived for this published reviewable draft.
The approved relationship ledger contains no outgoing relation rows for WM-DAT-002, so composition links remain draft proposals until registry governance approves identifiers and cardinalities.
Domain concepts, legal mandates, sampling designs, estimators, disclosure thresholds and quality criteria require competent jurisdictional and methodological review before enforcement.
Certified SDMX 3.1, DDI Lifecycle 3.3 and GSBPM 5.2 mappings and conformance fixtures remain unverified for canonical exchange.
Independent external review was explicitly waived by the repository owner; this codex-only result remains a reviewable draft.

Deferred research

Validate the base against population, economic, price, labor, health, environment, trade, education and national-accounts profiles.
Develop jurisdiction-specific authority, quality, confidentiality, pre-release access, revision and retention recipes.
Create certified SDMX 3.1 and DDI Lifecycle 3.3 crosswalks with validation fixtures, transformation lineage and declared information loss.
Approve sibling model identifiers and relation cardinalities for datasets, statistical units, sources, geography, time, classifications, publications, laws and policies.