# Vercy AI instruction - YAML 1.2 (JSON-compatible) { "vercy": "1.0-draft", "publication": { "status": "published", "adjudicationStatus": "reviewable-draft", "publishableCanonical": false, "generatedAt": "2026-09-05T23:17:22Z", "synthesisSha256": "279c97ee8a9b875d929f3937dbb86853d9862611c188087ecb27eb33f8c7f98d", "providerMode": "single-provider-waiver", "providers": [ "Codex" ], "waivedProviders": [ "Claude", "Grok" ] }, "metaModel": { "id": "WM-DAT-002", "registryId": "vr.wm-dat-002", "name": "Official Statistics", "version": "0.3.0-research.1", "previousVersions": [], "entryKind": "aggregate", "family": "World Models", "category": "Information and virtual systems", "industry": [ "Cross-industry" ], "domain": [ "INF.DAT.STA" ], "tags": [ "official", "statistics", "inf.dat.sta" ], "status": "published" }, "canonicalUrl": "https://ver.cy/models/wm-dat-002-official-statistics/", "sourceUrl": "https://github.com/ver-cy/world-models/tree/feat/mega-model-registry/research/runs/wm-dat-002", "model": { "registry_id": "vr.wm-dat-002", "model_id": "WM-DAT-002", "name": "Official Statistics", "entry_kind": "aggregate", "purpose": "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.", "scope_statement": "Owns official programme and product identity, authority and public-purpose claims, statistical concepts and structures, source and method bindings, series and observation vintages, quality and uncertainty evidence, revision lineage, release control and disclosure decisions while referencing respondent, operational source, generic dataset, geography, party, document and policy masters.", "in_scope": [ "Official-statistics governance, programme and product identity, concepts, populations, frames, structures and classifications", "Collection and source metadata, processing, imputation, weighting, estimation, adjustments, quality, uncertainty and comparability", "Series, observations, vintages, revisions, releases, dissemination projections, confidentiality, provenance and standard mappings" ], "out_of_scope": [ "Respondent or statistical-unit identity and raw microdata payloads, operational administrative records, survey fieldwork systems and transactional source masters", "Generic dataset and file-distribution lifecycle, geography and time registries, party identity, legislation, policy documents and publication-channel content", "Universal domain indicator catalogues, legal mandates, disclosure thresholds, sampling designs or estimation methods" ], "boundary_notes": [ { "neighbor": "Dataset and Data Register", "distinction": "Official Statistics owns semantic product, series, observation and vintage meaning; a generic dataset owns a packaged collection or distribution and may project one or more product vintages.", "source_refs": [ "SRC-004", "SRC-005" ] }, { "neighbor": "Person, Organization and Statistical Unit", "distinction": "This model references authorities, producers, respondents and statistical units but does not absorb their identities or operational lifecycles.", "source_refs": [ "SRC-001", "SRC-005", "SRC-007" ] }, { "neighbor": "Administrative, transactional and scientific source records", "distinction": "The statistical product owns source bindings and transformations while source systems retain original records, purposes, corrections and access authority.", "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] }, { "neighbor": "Geography and Time registries", "distinction": "Territories, calendars and periods are governed external references; the product owns only their role in scope, series keys and observations.", "source_refs": [ "SRC-004", "SRC-005" ] }, { "neighbor": "Report, Publication and Visualization", "distinction": "A release may render tables, charts or prose, but those artifacts do not replace the structured observation vintage or its provenance.", "source_refs": [ "SRC-003", "SRC-004" ] }, { "neighbor": "Law, Policy and Classification models", "distinction": "Mandates, policies and classification schemes retain external authority; this model pins the versions applied to each product and records their effects.", "source_refs": [ "SRC-001", "SRC-002", "SRC-004" ] } ] }, "sources": [ { "id": "SRC-001", "title": "Fundamental Principles of Official Statistics", "organization": "United Nations Statistics Division", "url": "https://unstats.un.org/fpos/", "version_or_date": "General Assembly resolution 68/261, 2014", "source_type": "public-authority", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines professional independence, impartiality, scientific methods, transparency, confidentiality and equal access for official statistics." }, { "id": "SRC-002", "title": "United Nations National Quality Assurance Frameworks Manual for Official Statistics", "organization": "United Nations Statistics Division", "url": "https://unstats.un.org/unsd/methodology/dataquality/un-nqaf/", "version_or_date": "UN NQAF Manual, 2019", "source_type": "public-authority", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines institutional, process and output quality requirements and quality assurance for diverse statistical sources." }, { "id": "SRC-003", "title": "Generic Statistical Business Process Model version 5.2", "organization": "United Nations Economic Commission for Europe", "url": "https://unece.org/statistics/gsbpm-v5.2", "version_or_date": "GSBPM 5.2, CES endorsed June 2025", "source_type": "standard", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines the activities used to specify needs, design, build, collect, process, analyze, disseminate and evaluate official statistics." }, { "id": "SRC-004", "title": "SDMX Technical Specifications", "organization": "SDMX Sponsors", "url": "https://sdmx.org/standards-2/", "version_or_date": "SDMX 3.1, May 2025", "source_type": "standard", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines a syntax-neutral information model and exchange standards for statistical structures, data, metadata, registries and APIs." }, { "id": "SRC-005", "title": "DDI Lifecycle", "organization": "DDI Alliance", "url": "https://ddialliance.org/ddi-lifecycle", "version_or_date": "DDI Lifecycle 3.3, 15 April 2020", "source_type": "standard", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines reusable metadata for concepts, studies, data collection, questions, variables, processing, data, archiving and dissemination." }, { "id": "SRC-006", "title": "Quality Assurance Framework of the European Statistical System", "organization": "Eurostat", "url": "https://ec.europa.eu/eurostat/web/quality/european-quality-standards/quality-assurance-framework", "version_or_date": "ESS QAF, revised 2019", "source_type": "public-authority", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Provides methods and practices for implementing official-statistics quality principles." }, { "id": "SRC-007", "title": "Statistical confidentiality", "organization": "Eurostat", "url": "https://ec.europa.eu/eurostat/en/web/main/about-us/statistical-confidentiality", "version_or_date": "Current official guidance accessed 2026-09-06", "source_type": "legislation", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines protection of directly and indirectly identifiable statistical units and disclosure controls for tables and microdata." }, { "id": "SRC-008", "title": "Data revision policy", "organization": "Eurostat", "url": "https://ec.europa.eu/eurostat/data/data-revision-policy", "version_or_date": "General revision policy, 2023", "source_type": "public-authority", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Distinguishes transparent routine, major and unscheduled revisions and requires revision metadata." }, { "id": "SRC-009", "title": "PROV-O: The PROV Ontology", "organization": "World Wide Web Consortium", "url": "https://www.w3.org/TR/prov-o/", "version_or_date": "W3C Recommendation, 30 April 2013", "source_type": "ontology", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines portable entity, activity, agent, attribution, derivation and revision provenance." }, { "id": "SRC-010", "title": "RFC 3339: Date and Time on the Internet: Timestamps", "organization": "Internet Engineering Task Force", "url": "https://www.rfc-editor.org/rfc/rfc3339", "version_or_date": "RFC 3339, July 2002", "source_type": "standard", "primary_source": true, "authority_tier": 1, "accessed_at": "2026-09-06T02:15:00Z", "relevance": "Defines interoperable timestamps with seconds and explicit offset." } ], "structure": { "bundles": [ { "id": "governance-and-statistical-programme", "name": "Governance and statistical programme", "description": "Establishes why a statistical product is official and who is accountable for it.", "rationale": "Official status is an institutional claim with legal mandate, professional independence and public obligations, not a synonym for numerical truth.", "source_refs": [ "SRC-001", "SRC-002", "SRC-006" ], "layers": [ { "id": "authority-purpose-and-independence", "name": "Authority, purpose and independence", "description": "Mandate, public need, impartiality and accountable authority.", "source_refs": [ "SRC-001", "SRC-002", "SRC-006" ], "findings": [ { "id": "statistical-authority-mandate-and-delegation", "name": "Statistical authority, mandate and delegation", "description": "Identifies the authority, legal or institutional mandate, delegated producer and accountable roles for the statistical product.", "source_refs": [ "SRC-001", "SRC-002" ], "questions": [ { "id": "statistical-authority-mandate-and-delegation-q01", "text": "What is the current governed value or definition for statistical authority, mandate and delegation, for which statistical product, population, domain and reference period?", "kind": "authority", "answer_data": [ "Statistical authority, mandate and delegation", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "statistical-authority-mandate-and-delegation-q02", "text": "Which authority, source, method and processing version establish statistical authority, mandate and delegation, with what quality, uncertainty and provenance?", "kind": "state", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "statistical-authority-mandate-and-delegation-q03", "text": "Which validation, confidentiality, access or revision rule governs statistical authority, mandate and delegation, and how is prior history preserved?", "kind": "measurement", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "statistical-authority-mandate-and-delegation-data", "name": "Statistical authority, mandate and delegation assertion", "description": "Structured official-statistics answer data for statistical authority, mandate and delegation, including scope, status, time, method and provenance.", "value_kind": "reference", "cardinality": "1", "required": true, "source_refs": [ "SRC-001", "SRC-002" ] } ], "artifacts": [ { "id": "statistical-authority-mandate-and-delegation-artifact", "name": "Statistical authority, mandate and delegation record", "description": "Versioned statistical record or evidence package supporting statistical authority, mandate and delegation with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-001", "SRC-002" ] } ], "inline_only_rationale": null }, { "id": "public-purpose-independence-and-equal-access", "name": "Public purpose, independence and equal access", "description": "Records user need, public value, professional-independence safeguards, impartiality and equal-access commitments.", "source_refs": [ "SRC-001", "SRC-006" ], "questions": [ { "id": "public-purpose-independence-and-equal-access-q01", "text": "What is the current governed value or definition for public purpose, independence and equal access, for which statistical product, population, domain and reference period?", "kind": "requirement", "answer_data": [ "Public purpose, independence and equal access", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "public-purpose-independence-and-equal-access-q02", "text": "Which authority, source, method and processing version establish public purpose, independence and equal access, with what quality, uncertainty and provenance?", "kind": "temporal", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "public-purpose-independence-and-equal-access-q03", "text": "Which validation, confidentiality, access or revision rule governs public purpose, independence and equal access, and how is prior history preserved?", "kind": "quality", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "public-purpose-independence-and-equal-access-data", "name": "Public purpose, independence and equal access assertion", "description": "Structured official-statistics answer data for public purpose, independence and equal access, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-001", "SRC-006" ] } ], "artifacts": [ { "id": "public-purpose-independence-and-equal-access-artifact", "name": "Public purpose, independence and equal access record", "description": "Versioned statistical record or evidence package supporting public purpose, independence and equal access with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": false, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-001", "SRC-006" ] } ], "inline_only_rationale": null } ] }, { "id": "programme-and-product-identity", "name": "Programme and product identity", "description": "Stable programme, statistical activity and product identities.", "source_refs": [ "SRC-002", "SRC-003", "SRC-004", "SRC-005" ], "findings": [ { "id": "programme-product-identifiers-and-scope", "name": "Programme, product identifiers and scope", "description": "Governs stable identifiers, names, statistical domain, purpose, scope and relationships among programmes, activities and products.", "source_refs": [ "SRC-002", "SRC-003", "SRC-004" ], "questions": [ { "id": "programme-product-identifiers-and-scope-q01", "text": "What is the current governed value or definition for programme, product identifiers and scope, for which statistical product, population, domain and reference period?", "kind": "identity", "answer_data": [ "Programme, product identifiers and scope", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "programme-product-identifiers-and-scope-q02", "text": "Which authority, source, method and processing version establish programme, product identifiers and scope, with what quality, uncertainty and provenance?", "kind": "provenance", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "programme-product-identifiers-and-scope-q03", "text": "Which validation, confidentiality, access or revision rule governs programme, product identifiers and scope, and how is prior history preserved?", "kind": "validation", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "programme-product-identifiers-and-scope-data", "name": "Programme, product identifiers and scope assertion", "description": "Structured official-statistics answer data for programme, product identifiers and scope, including scope, status, time, method and provenance.", "value_kind": "identifier", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-003", "SRC-004" ] } ], "artifacts": [ { "id": "programme-product-identifiers-and-scope-artifact", "name": "Programme, product identifiers and scope record", "description": "Versioned statistical record or evidence package supporting programme, product identifiers and scope with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-004" ] } ], "inline_only_rationale": null }, { "id": "stakeholders-needs-uses-and-fitness", "name": "Stakeholders, needs, uses and fitness", "description": "Captures intended users, decisions, use cases, required timeliness and fitness limitations without promising every secondary use.", "source_refs": [ "SRC-001", "SRC-002", "SRC-003" ], "questions": [ { "id": "stakeholders-needs-uses-and-fitness-q01", "text": "What is the current governed value or definition for stakeholders, needs, uses and fitness, for which statistical product, population, domain and reference period?", "kind": "composition", "answer_data": [ "Stakeholders, needs, uses and fitness", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "stakeholders-needs-uses-and-fitness-q02", "text": "Which authority, source, method and processing version establish stakeholders, needs, uses and fitness, with what quality, uncertainty and provenance?", "kind": "authority", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "stakeholders-needs-uses-and-fitness-q03", "text": "Which validation, confidentiality, access or revision rule governs stakeholders, needs, uses and fitness, and how is prior history preserved?", "kind": "privacy", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "stakeholders-needs-uses-and-fitness-data", "name": "Stakeholders, needs, uses and fitness assertion", "description": "Structured official-statistics answer data for stakeholders, needs, uses and fitness, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-001", "SRC-002", "SRC-003" ] } ], "artifacts": [ { "id": "stakeholders-needs-uses-and-fitness-artifact", "name": "Stakeholders, needs, uses and fitness record", "description": "Versioned statistical record or evidence package supporting stakeholders, needs, uses and fitness with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-001", "SRC-002", "SRC-003" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "concepts-populations-and-structures", "name": "Concepts, populations and structures", "description": "Defines what is measured, for whom and under which multidimensional structure.", "rationale": "A number is interpretable only with a statistical concept, population, unit, reference period, dimensions, classification and measure definition.", "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ], "layers": [ { "id": "concept-measure-and-unit", "name": "Concept, measure and unit", "description": "Conceptual definition, indicator formula and unit semantics.", "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ], "findings": [ { "id": "statistical-concept-definition-and-variant", "name": "Statistical concept, definition and variant", "description": "Versioned concept definition, inclusions, exclusions, synonyms and operational variants used by the product.", "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ], "questions": [ { "id": "statistical-concept-definition-and-variant-q01", "text": "What is the current governed value or definition for statistical concept, definition and variant, for which statistical product, population, domain and reference period?", "kind": "definition", "answer_data": [ "Statistical concept, definition and variant", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "statistical-concept-definition-and-variant-q02", "text": "Which authority, source, method and processing version establish statistical concept, definition and variant, with what quality, uncertainty and provenance?", "kind": "requirement", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "statistical-concept-definition-and-variant-q03", "text": "Which validation, confidentiality, access or revision rule governs statistical concept, definition and variant, and how is prior history preserved?", "kind": "access", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "statistical-concept-definition-and-variant-data", "name": "Statistical concept, definition and variant assertion", "description": "Structured official-statistics answer data for statistical concept, definition and variant, including scope, status, time, method and provenance.", "value_kind": "reference", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ] } ], "artifacts": [ { "id": "statistical-concept-definition-and-variant-artifact", "name": "Statistical concept, definition and variant record", "description": "Versioned statistical record or evidence package supporting statistical concept, definition and variant with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ] } ], "inline_only_rationale": null }, { "id": "measure-indicator-formula-unit-and-direction", "name": "Measure, indicator, formula, unit and direction", "description": "Defines numerator, denominator, aggregation, scale, unit, sign and interpretation of change for a measure or indicator.", "source_refs": [ "SRC-002", "SRC-004" ], "questions": [ { "id": "measure-indicator-formula-unit-and-direction-q01", "text": "What is the current governed value or definition for measure, indicator, formula, unit and direction, for which statistical product, population, domain and reference period?", "kind": "measurement", "answer_data": [ "Measure, indicator, formula, unit and direction", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "measure-indicator-formula-unit-and-direction-q02", "text": "Which authority, source, method and processing version establish measure, indicator, formula, unit and direction, with what quality, uncertainty and provenance?", "kind": "process", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "measure-indicator-formula-unit-and-direction-q03", "text": "Which validation, confidentiality, access or revision rule governs measure, indicator, formula, unit and direction, and how is prior history preserved?", "kind": "interoperability", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "measure-indicator-formula-unit-and-direction-data", "name": "Measure, indicator, formula, unit and direction assertion", "description": "Structured official-statistics answer data for measure, indicator, formula, unit and direction, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-004" ] } ], "artifacts": [ { "id": "measure-indicator-formula-unit-and-direction-artifact", "name": "Measure, indicator, formula, unit and direction record", "description": "Versioned statistical record or evidence package supporting measure, indicator, formula, unit and direction with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-004" ] } ], "inline_only_rationale": null } ] }, { "id": "population-frame-and-domain", "name": "Population, frame and domain", "description": "Target and observed universes, statistical units and subpopulations.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ], "findings": [ { "id": "target-observed-population-and-statistical-unit", "name": "Target and observed population and statistical unit", "description": "Defines the target universe, observed population, unit type, eligibility, coverage and differences between intended and observed scope.", "source_refs": [ "SRC-002", "SRC-005" ], "questions": [ { "id": "target-observed-population-and-statistical-unit-q01", "text": "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?", "kind": "classification", "answer_data": [ "Target and observed population and statistical unit", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "target-observed-population-and-statistical-unit-q02", "text": "Which authority, source, method and processing version establish target and observed population and statistical unit, with what quality, uncertainty and provenance?", "kind": "measurement", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "target-observed-population-and-statistical-unit-q03", "text": "Which validation, confidentiality, access or revision rule governs target and observed population and statistical unit, and how is prior history preserved?", "kind": "retention", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "target-observed-population-and-statistical-unit-data", "name": "Target and observed population and statistical unit assertion", "description": "Structured official-statistics answer data for target and observed population and statistical unit, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-005" ] } ], "artifacts": [ { "id": "target-observed-population-and-statistical-unit-artifact", "name": "Target and observed population and statistical unit record", "description": "Versioned statistical record or evidence package supporting target and observed population and statistical unit with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-005" ] } ], "inline_only_rationale": null }, { "id": "frame-domain-sample-and-coverage", "name": "Frame, domain, sample and coverage", "description": "Links the frame, sample design, reporting domain, exclusions, undercoverage, overcoverage and effective population.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ], "questions": [ { "id": "frame-domain-sample-and-coverage-q01", "text": "What is the current governed value or definition for frame, domain, sample and coverage, for which statistical product, population, domain and reference period?", "kind": "composition", "answer_data": [ "Frame, domain, sample and coverage", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "frame-domain-sample-and-coverage-q02", "text": "Which authority, source, method and processing version establish frame, domain, sample and coverage, with what quality, uncertainty and provenance?", "kind": "quality", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "frame-domain-sample-and-coverage-q03", "text": "Which validation, confidentiality, access or revision rule governs frame, domain, sample and coverage, and how is prior history preserved?", "kind": "identity", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "frame-domain-sample-and-coverage-data", "name": "Frame, domain, sample and coverage assertion", "description": "Structured official-statistics answer data for frame, domain, sample and coverage, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ] } ], "artifacts": [ { "id": "frame-domain-sample-and-coverage-artifact", "name": "Frame, domain, sample and coverage record", "description": "Versioned statistical record or evidence package supporting frame, domain, sample and coverage with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ] } ], "inline_only_rationale": null } ] }, { "id": "data-structure-and-classifications", "name": "Data structure and classifications", "description": "Dimensions, attributes, codelists and structural constraints.", "source_refs": [ "SRC-004", "SRC-005" ], "findings": [ { "id": "data-structure-dimensions-measures-and-attributes", "name": "Data structure, dimensions, measures and attributes", "description": "Defines the cube or table structure, series keys, observation dimensions, measures, attributes and attachment levels.", "source_refs": [ "SRC-004" ], "questions": [ { "id": "data-structure-dimensions-measures-and-attributes-q01", "text": "What is the current governed value or definition for data structure, dimensions, measures and attributes, for which statistical product, population, domain and reference period?", "kind": "composition", "answer_data": [ "Data structure, dimensions, measures and attributes", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "data-structure-dimensions-measures-and-attributes-q02", "text": "Which authority, source, method and processing version establish data structure, dimensions, measures and attributes, with what quality, uncertainty and provenance?", "kind": "validation", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "data-structure-dimensions-measures-and-attributes-q03", "text": "Which validation, confidentiality, access or revision rule governs data structure, dimensions, measures and attributes, and how is prior history preserved?", "kind": "definition", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "data-structure-dimensions-measures-and-attributes-data", "name": "Data structure, dimensions, measures and attributes assertion", "description": "Structured official-statistics answer data for data structure, dimensions, measures and attributes, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-004" ] } ], "artifacts": [ { "id": "data-structure-dimensions-measures-and-attributes-artifact", "name": "Data structure, dimensions, measures and attributes record", "description": "Versioned statistical record or evidence package supporting data structure, dimensions, measures and attributes with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004" ] } ], "inline_only_rationale": null }, { "id": "classifications-codelists-hierarchies-and-crosswalks", "name": "Classifications, codelists, hierarchies and crosswalks", "description": "Pins classification versions, code validity, hierarchies, correspondence tables and loss in mapping between schemes.", "source_refs": [ "SRC-004", "SRC-005" ], "questions": [ { "id": "classifications-codelists-hierarchies-and-crosswalks-q01", "text": "What is the current governed value or definition for classifications, codelists, hierarchies and crosswalks, for which statistical product, population, domain and reference period?", "kind": "interoperability", "answer_data": [ "Classifications, codelists, hierarchies and crosswalks", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "classifications-codelists-hierarchies-and-crosswalks-q02", "text": "Which authority, source, method and processing version establish classifications, codelists, hierarchies and crosswalks, with what quality, uncertainty and provenance?", "kind": "privacy", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "classifications-codelists-hierarchies-and-crosswalks-q03", "text": "Which validation, confidentiality, access or revision rule governs classifications, codelists, hierarchies and crosswalks, and how is prior history preserved?", "kind": "classification", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "classifications-codelists-hierarchies-and-crosswalks-data", "name": "Classifications, codelists, hierarchies and crosswalks assertion", "description": "Structured official-statistics answer data for classifications, codelists, hierarchies and crosswalks, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-004", "SRC-005" ] } ], "artifacts": [ { "id": "classifications-codelists-hierarchies-and-crosswalks-artifact", "name": "Classifications, codelists, hierarchies and crosswalks record", "description": "Versioned statistical record or evidence package supporting classifications, codelists, hierarchies and crosswalks with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-005" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "sources-and-collection", "name": "Sources and collection", "description": "Describes how input data are acquired and which limitations follow.", "rationale": "Survey, census, administrative, sensor and other sources carry different authority, consent, coverage, quality and confidentiality constraints.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005", "SRC-007" ], "layers": [ { "id": "source-register-and-provenance", "name": "Source register and provenance", "description": "Typed input sources and provider agreements.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005", "SRC-009" ], "findings": [ { "id": "source-type-provider-purpose-and-authority", "name": "Source type, provider, purpose and authority", "description": "Registers census, survey, administrative, transactional, geospatial or other source references with provider, original purpose and authority.", "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ], "questions": [ { "id": "source-type-provider-purpose-and-authority-q01", "text": "What is the current governed value or definition for source type, provider, purpose and authority, for which statistical product, population, domain and reference period?", "kind": "provenance", "answer_data": [ "Source type, provider, purpose and authority", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "source-type-provider-purpose-and-authority-q02", "text": "Which authority, source, method and processing version establish source type, provider, purpose and authority, with what quality, uncertainty and provenance?", "kind": "access", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "source-type-provider-purpose-and-authority-q03", "text": "Which validation, confidentiality, access or revision rule governs source type, provider, purpose and authority, and how is prior history preserved?", "kind": "composition", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "source-type-provider-purpose-and-authority-data", "name": "Source type, provider, purpose and authority assertion", "description": "Structured official-statistics answer data for source type, provider, purpose and authority, including scope, status, time, method and provenance.", "value_kind": "reference", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] } ], "artifacts": [ { "id": "source-type-provider-purpose-and-authority-artifact", "name": "Source type, provider, purpose and authority record", "description": "Versioned statistical record or evidence package supporting source type, provider, purpose and authority with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] } ], "inline_only_rationale": null }, { "id": "acquisition-agreement-lineage-and-ingestion", "name": "Acquisition agreement, lineage and ingestion", "description": "Captures transfer terms, delivery, ingestion, transformations, checksums and lineage from an external source without importing its master records.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ], "questions": [ { "id": "acquisition-agreement-lineage-and-ingestion-q01", "text": "What is the current governed value or definition for acquisition agreement, lineage and ingestion, for which statistical product, population, domain and reference period?", "kind": "relationship", "answer_data": [ "Acquisition agreement, lineage and ingestion", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "acquisition-agreement-lineage-and-ingestion-q02", "text": "Which authority, source, method and processing version establish acquisition agreement, lineage and ingestion, with what quality, uncertainty and provenance?", "kind": "interoperability", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "acquisition-agreement-lineage-and-ingestion-q03", "text": "Which validation, confidentiality, access or revision rule governs acquisition agreement, lineage and ingestion, and how is prior history preserved?", "kind": "relationship", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "acquisition-agreement-lineage-and-ingestion-data", "name": "Acquisition agreement, lineage and ingestion assertion", "description": "Structured official-statistics answer data for acquisition agreement, lineage and ingestion, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "artifacts": [ { "id": "acquisition-agreement-lineage-and-ingestion-artifact", "name": "Acquisition agreement, lineage and ingestion record", "description": "Versioned statistical record or evidence package supporting acquisition agreement, lineage and ingestion with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "inline_only_rationale": null } ] }, { "id": "collection-design-and-execution", "name": "Collection design and execution", "description": "Instrument, sample, response and fieldwork evidence.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ], "findings": [ { "id": "instrument-question-variable-and-collection-mode", "name": "Instrument, question, variable and collection mode", "description": "Links instrument versions, questions, variables, routing, collection mode, measurement protocol and language.", "source_refs": [ "SRC-003", "SRC-005" ], "questions": [ { "id": "instrument-question-variable-and-collection-mode-q01", "text": "What is the current governed value or definition for instrument, question, variable and collection mode, for which statistical product, population, domain and reference period?", "kind": "process", "answer_data": [ "Instrument, question, variable and collection mode", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "instrument-question-variable-and-collection-mode-q02", "text": "Which authority, source, method and processing version establish instrument, question, variable and collection mode, with what quality, uncertainty and provenance?", "kind": "retention", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "instrument-question-variable-and-collection-mode-q03", "text": "Which validation, confidentiality, access or revision rule governs instrument, question, variable and collection mode, and how is prior history preserved?", "kind": "state", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "instrument-question-variable-and-collection-mode-data", "name": "Instrument, question, variable and collection mode assertion", "description": "Structured official-statistics answer data for instrument, question, variable and collection mode, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-003", "SRC-005" ] } ], "artifacts": [ { "id": "instrument-question-variable-and-collection-mode-artifact", "name": "Instrument, question, variable and collection mode record", "description": "Versioned statistical record or evidence package supporting instrument, question, variable and collection mode with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-005" ] } ], "inline_only_rationale": null }, { "id": "response-coverage-nonresponse-and-timeliness", "name": "Response, coverage, nonresponse and timeliness", "description": "Summarizes response, nonresponse, paradata, coverage errors, cut-off times and collection limitations at safe aggregation.", "source_refs": [ "SRC-002", "SRC-003", "SRC-007" ], "questions": [ { "id": "response-coverage-nonresponse-and-timeliness-q01", "text": "What is the current governed value or definition for response, coverage, nonresponse and timeliness, for which statistical product, population, domain and reference period?", "kind": "quality", "answer_data": [ "Response, coverage, nonresponse and timeliness", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "response-coverage-nonresponse-and-timeliness-q02", "text": "Which authority, source, method and processing version establish response, coverage, nonresponse and timeliness, with what quality, uncertainty and provenance?", "kind": "identity", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "response-coverage-nonresponse-and-timeliness-q03", "text": "Which validation, confidentiality, access or revision rule governs response, coverage, nonresponse and timeliness, and how is prior history preserved?", "kind": "temporal", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "response-coverage-nonresponse-and-timeliness-data", "name": "Response, coverage, nonresponse and timeliness assertion", "description": "Structured official-statistics answer data for response, coverage, nonresponse and timeliness, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-002", "SRC-003", "SRC-007" ] } ], "artifacts": [ { "id": "response-coverage-nonresponse-and-timeliness-artifact", "name": "Response, coverage, nonresponse and timeliness record", "description": "Versioned statistical record or evidence package supporting response, coverage, nonresponse and timeliness with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-007" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "processing-estimation-and-quality", "name": "Processing, estimation and quality", "description": "Makes transformations, estimates, uncertainty and fitness evidence explicit.", "rationale": "Published values are products of controlled processing and must retain method versions, diagnostics, uncertainty and quality limitations.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005", "SRC-006", "SRC-009" ], "layers": [ { "id": "editing-validation-and-imputation", "name": "Editing, validation and imputation", "description": "Rules and actions that turn inputs into consistent analytical data.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005", "SRC-009" ], "findings": [ { "id": "editing-validation-rules-and-exceptions", "name": "Editing, validation rules and exceptions", "description": "Pins rule sets, failed checks, human or automated decisions, overrides and retained exceptions.", "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ], "questions": [ { "id": "editing-validation-rules-and-exceptions-q01", "text": "What is the current governed value or definition for editing, validation rules and exceptions, for which statistical product, population, domain and reference period?", "kind": "validation", "answer_data": [ "Editing, validation rules and exceptions", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "editing-validation-rules-and-exceptions-q02", "text": "Which authority, source, method and processing version establish editing, validation rules and exceptions, with what quality, uncertainty and provenance?", "kind": "definition", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "editing-validation-rules-and-exceptions-q03", "text": "Which validation, confidentiality, access or revision rule governs editing, validation rules and exceptions, and how is prior history preserved?", "kind": "provenance", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "editing-validation-rules-and-exceptions-data", "name": "Editing, validation rules and exceptions assertion", "description": "Structured official-statistics answer data for editing, validation rules and exceptions, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] } ], "artifacts": [ { "id": "editing-validation-rules-and-exceptions-artifact", "name": "Editing, validation rules and exceptions record", "description": "Versioned statistical record or evidence package supporting editing, validation rules and exceptions with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] } ], "inline_only_rationale": null }, { "id": "imputation-derivation-integration-and-transformation", "name": "Imputation, derivation, integration and transformation", "description": "Records algorithms, donor or model basis, linked sources, derived variables, parameters and transformation lineage.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ], "questions": [ { "id": "imputation-derivation-integration-and-transformation-q01", "text": "What is the current governed value or definition for imputation, derivation, integration and transformation, for which statistical product, population, domain and reference period?", "kind": "process", "answer_data": [ "Imputation, derivation, integration and transformation", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "imputation-derivation-integration-and-transformation-q02", "text": "Which authority, source, method and processing version establish imputation, derivation, integration and transformation, with what quality, uncertainty and provenance?", "kind": "classification", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "imputation-derivation-integration-and-transformation-q03", "text": "Which validation, confidentiality, access or revision rule governs imputation, derivation, integration and transformation, and how is prior history preserved?", "kind": "authority", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "imputation-derivation-integration-and-transformation-data", "name": "Imputation, derivation, integration and transformation assertion", "description": "Structured official-statistics answer data for imputation, derivation, integration and transformation, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "artifacts": [ { "id": "imputation-derivation-integration-and-transformation-artifact", "name": "Imputation, derivation, integration and transformation record", "description": "Versioned statistical record or evidence package supporting imputation, derivation, integration and transformation with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "inline_only_rationale": null } ] }, { "id": "weighting-estimation-and-adjustment", "name": "Weighting, estimation and adjustment", "description": "Estimation design, weights and model-based adjustments.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ], "findings": [ { "id": "weights-estimator-calibration-and-benchmarking", "name": "Weights, estimator, calibration and benchmarking", "description": "Defines design weights, nonresponse adjustment, calibration controls, estimator, benchmarking constraints and effective versions.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ], "questions": [ { "id": "weights-estimator-calibration-and-benchmarking-q01", "text": "What is the current governed value or definition for weights, estimator, calibration and benchmarking, for which statistical product, population, domain and reference period?", "kind": "measurement", "answer_data": [ "Weights, estimator, calibration and benchmarking", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "weights-estimator-calibration-and-benchmarking-q02", "text": "Which authority, source, method and processing version establish weights, estimator, calibration and benchmarking, with what quality, uncertainty and provenance?", "kind": "composition", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "weights-estimator-calibration-and-benchmarking-q03", "text": "Which validation, confidentiality, access or revision rule governs weights, estimator, calibration and benchmarking, and how is prior history preserved?", "kind": "requirement", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "weights-estimator-calibration-and-benchmarking-data", "name": "Weights, estimator, calibration and benchmarking assertion", "description": "Structured official-statistics answer data for weights, estimator, calibration and benchmarking, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ] } ], "artifacts": [ { "id": "weights-estimator-calibration-and-benchmarking-artifact", "name": "Weights, estimator, calibration and benchmarking record", "description": "Versioned statistical record or evidence package supporting weights, estimator, calibration and benchmarking with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ] } ], "inline_only_rationale": null }, { "id": "seasonal-price-volume-and-model-adjustment", "name": "Seasonal, price, volume and model adjustment", "description": "Distinguishes raw and adjusted series and pins decomposition, deflation, chain-linking or other model versions and diagnostics.", "source_refs": [ "SRC-002", "SRC-003" ], "questions": [ { "id": "seasonal-price-volume-and-model-adjustment-q01", "text": "What is the current governed value or definition for seasonal, price, volume and model adjustment, for which statistical product, population, domain and reference period?", "kind": "process", "answer_data": [ "Seasonal, price, volume and model adjustment", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "seasonal-price-volume-and-model-adjustment-q02", "text": "Which authority, source, method and processing version establish seasonal, price, volume and model adjustment, with what quality, uncertainty and provenance?", "kind": "relationship", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "seasonal-price-volume-and-model-adjustment-q03", "text": "Which validation, confidentiality, access or revision rule governs seasonal, price, volume and model adjustment, and how is prior history preserved?", "kind": "process", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "seasonal-price-volume-and-model-adjustment-data", "name": "Seasonal, price, volume and model adjustment assertion", "description": "Structured official-statistics answer data for seasonal, price, volume and model adjustment, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-002", "SRC-003" ] } ], "artifacts": [ { "id": "seasonal-price-volume-and-model-adjustment-artifact", "name": "Seasonal, price, volume and model adjustment record", "description": "Versioned statistical record or evidence package supporting seasonal, price, volume and model adjustment with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-003" ] } ], "inline_only_rationale": null } ] }, { "id": "uncertainty-quality-and-comparability", "name": "Uncertainty, quality and comparability", "description": "Quality dimensions, uncertainty and breaks in interpretation.", "source_refs": [ "SRC-002", "SRC-006" ], "findings": [ { "id": "sampling-nonsampling-and-model-uncertainty", "name": "Sampling, nonsampling and model uncertainty", "description": "Represents standard errors, intervals, variance methods, bias risks, model uncertainty and confidence limitations.", "source_refs": [ "SRC-002", "SRC-006" ], "questions": [ { "id": "sampling-nonsampling-and-model-uncertainty-q01", "text": "What is the current governed value or definition for sampling, nonsampling and model uncertainty, for which statistical product, population, domain and reference period?", "kind": "identity", "answer_data": [ "Sampling, nonsampling and model uncertainty", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "sampling-nonsampling-and-model-uncertainty-q02", "text": "Which authority, source, method and processing version establish sampling, nonsampling and model uncertainty, with what quality, uncertainty and provenance?", "kind": "state", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "sampling-nonsampling-and-model-uncertainty-q03", "text": "Which validation, confidentiality, access or revision rule governs sampling, nonsampling and model uncertainty, and how is prior history preserved?", "kind": "measurement", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "sampling-nonsampling-and-model-uncertainty-data", "name": "Sampling, nonsampling and model uncertainty assertion", "description": "Structured official-statistics answer data for sampling, nonsampling and model uncertainty, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-002", "SRC-006" ] } ], "artifacts": [ { "id": "sampling-nonsampling-and-model-uncertainty-artifact", "name": "Sampling, nonsampling and model uncertainty record", "description": "Versioned statistical record or evidence package supporting sampling, nonsampling and model uncertainty with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-006" ] } ], "inline_only_rationale": null }, { "id": "relevance-accuracy-timeliness-coherence-and-comparability", "name": "Relevance, accuracy, timeliness, coherence and comparability", "description": "Records quality assessments, metrics, scope, assessor, evidence, time, limitations and comparability breaks.", "source_refs": [ "SRC-002", "SRC-006" ], "questions": [ { "id": "relevance-accuracy-timeliness-coherence-and-comparability-q01", "text": "What is the current governed value or definition for relevance, accuracy, timeliness, coherence and comparability, for which statistical product, population, domain and reference period?", "kind": "quality", "answer_data": [ "Relevance, accuracy, timeliness, coherence and comparability", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "relevance-accuracy-timeliness-coherence-and-comparability-q02", "text": "Which authority, source, method and processing version establish relevance, accuracy, timeliness, coherence and comparability, with what quality, uncertainty and provenance?", "kind": "temporal", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "relevance-accuracy-timeliness-coherence-and-comparability-q03", "text": "Which validation, confidentiality, access or revision rule governs relevance, accuracy, timeliness, coherence and comparability, and how is prior history preserved?", "kind": "quality", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "relevance-accuracy-timeliness-coherence-and-comparability-data", "name": "Relevance, accuracy, timeliness, coherence and comparability assertion", "description": "Structured official-statistics answer data for relevance, accuracy, timeliness, coherence and comparability, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-002", "SRC-006" ] } ], "artifacts": [ { "id": "relevance-accuracy-timeliness-coherence-and-comparability-artifact", "name": "Relevance, accuracy, timeliness, coherence and comparability record", "description": "Versioned statistical record or evidence package supporting relevance, accuracy, timeliness, coherence and comparability with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-002", "SRC-006" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "series-observations-and-vintages", "name": "Series, observations and vintages", "description": "Represents governed statistical values and their time-bound publication states.", "rationale": "Series, observations, datasets and releases have different identities; every value needs a complete key, status, vintage and provenance.", "source_refs": [ "SRC-004", "SRC-005", "SRC-008", "SRC-009" ], "layers": [ { "id": "series-identity-and-reference-time", "name": "Series identity and reference time", "description": "Series keys, frequency, coverage and temporal semantics.", "source_refs": [ "SRC-004", "SRC-005" ], "findings": [ { "id": "series-key-frequency-unit-and-domain", "name": "Series key, frequency, unit and domain", "description": "Governs the complete series key, dimensions, frequency, unit, scaling, territory or population and structural validity.", "source_refs": [ "SRC-004", "SRC-005" ], "questions": [ { "id": "series-key-frequency-unit-and-domain-q01", "text": "What is the current governed value or definition for series key, frequency, unit and domain, for which statistical product, population, domain and reference period?", "kind": "identity", "answer_data": [ "Series key, frequency, unit and domain", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "series-key-frequency-unit-and-domain-q02", "text": "Which authority, source, method and processing version establish series key, frequency, unit and domain, with what quality, uncertainty and provenance?", "kind": "provenance", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "series-key-frequency-unit-and-domain-q03", "text": "Which validation, confidentiality, access or revision rule governs series key, frequency, unit and domain, and how is prior history preserved?", "kind": "validation", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "series-key-frequency-unit-and-domain-data", "name": "Series key, frequency, unit and domain assertion", "description": "Structured official-statistics answer data for series key, frequency, unit and domain, including scope, status, time, method and provenance.", "value_kind": "identifier", "cardinality": "1", "required": true, "source_refs": [ "SRC-004", "SRC-005" ] } ], "artifacts": [ { "id": "series-key-frequency-unit-and-domain-artifact", "name": "Series key, frequency, unit and domain record", "description": "Versioned statistical record or evidence package supporting series key, frequency, unit and domain with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-005" ] } ], "inline_only_rationale": null }, { "id": "reference-period-calendar-and-temporal-coverage", "name": "Reference period, calendar and temporal coverage", "description": "Separates reference period from collection, processing, release and ingestion times and identifies calendar conventions and coverage.", "source_refs": [ "SRC-004", "SRC-005", "SRC-010" ], "questions": [ { "id": "reference-period-calendar-and-temporal-coverage-q01", "text": "What is the current governed value or definition for reference period, calendar and temporal coverage, for which statistical product, population, domain and reference period?", "kind": "temporal", "answer_data": [ "Reference period, calendar and temporal coverage", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "reference-period-calendar-and-temporal-coverage-q02", "text": "Which authority, source, method and processing version establish reference period, calendar and temporal coverage, with what quality, uncertainty and provenance?", "kind": "authority", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "reference-period-calendar-and-temporal-coverage-q03", "text": "Which validation, confidentiality, access or revision rule governs reference period, calendar and temporal coverage, and how is prior history preserved?", "kind": "privacy", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "reference-period-calendar-and-temporal-coverage-data", "name": "Reference period, calendar and temporal coverage assertion", "description": "Structured official-statistics answer data for reference period, calendar and temporal coverage, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-004", "SRC-005", "SRC-010" ] } ], "artifacts": [ { "id": "reference-period-calendar-and-temporal-coverage-artifact", "name": "Reference period, calendar and temporal coverage record", "description": "Versioned statistical record or evidence package supporting reference period, calendar and temporal coverage with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-005", "SRC-010" ] } ], "inline_only_rationale": null } ] }, { "id": "observation-value-and-vintage", "name": "Observation value and vintage", "description": "Value, status, confidentiality and version lineage.", "source_refs": [ "SRC-004", "SRC-007", "SRC-008", "SRC-009" ], "findings": [ { "id": "observation-value-status-unit-and-flags", "name": "Observation value, status, unit and flags", "description": "Stores value or explicit missing state, unit, decimals, estimation and adjustment status, confidentiality flags and explanatory annotations.", "source_refs": [ "SRC-004", "SRC-007" ], "questions": [ { "id": "observation-value-status-unit-and-flags-q01", "text": "What is the current governed value or definition for observation value, status, unit and flags, for which statistical product, population, domain and reference period?", "kind": "state", "answer_data": [ "Observation value, status, unit and flags", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "observation-value-status-unit-and-flags-q02", "text": "Which authority, source, method and processing version establish observation value, status, unit and flags, with what quality, uncertainty and provenance?", "kind": "requirement", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "observation-value-status-unit-and-flags-q03", "text": "Which validation, confidentiality, access or revision rule governs observation value, status, unit and flags, and how is prior history preserved?", "kind": "access", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "observation-value-status-unit-and-flags-data", "name": "Observation value, status, unit and flags assertion", "description": "Structured official-statistics answer data for observation value, status, unit and flags, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-004", "SRC-007" ] } ], "artifacts": [ { "id": "observation-value-status-unit-and-flags-artifact", "name": "Observation value, status, unit and flags record", "description": "Versioned statistical record or evidence package supporting observation value, status, unit and flags with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-007" ] } ], "inline_only_rationale": null }, { "id": "vintage-release-state-and-immutable-lineage", "name": "Vintage, release state and immutable lineage", "description": "Distinguishes provisional, estimated, revised, corrected and final states with predecessor, reason, actor and publication time.", "source_refs": [ "SRC-004", "SRC-008", "SRC-009", "SRC-010" ], "questions": [ { "id": "vintage-release-state-and-immutable-lineage-q01", "text": "What is the current governed value or definition for vintage, release state and immutable lineage, for which statistical product, population, domain and reference period?", "kind": "state", "answer_data": [ "Vintage, release state and immutable lineage", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "vintage-release-state-and-immutable-lineage-q02", "text": "Which authority, source, method and processing version establish vintage, release state and immutable lineage, with what quality, uncertainty and provenance?", "kind": "process", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "vintage-release-state-and-immutable-lineage-q03", "text": "Which validation, confidentiality, access or revision rule governs vintage, release state and immutable lineage, and how is prior history preserved?", "kind": "interoperability", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "vintage-release-state-and-immutable-lineage-data", "name": "Vintage, release state and immutable lineage assertion", "description": "Structured official-statistics answer data for vintage, release state and immutable lineage, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-004", "SRC-008", "SRC-009", "SRC-010" ] } ], "artifacts": [ { "id": "vintage-release-state-and-immutable-lineage-artifact", "name": "Vintage, release state and immutable lineage record", "description": "Versioned statistical record or evidence package supporting vintage, release state and immutable lineage with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-008", "SRC-009", "SRC-010" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "revision-release-and-dissemination", "name": "Revision, release and dissemination", "description": "Controls how statistical products change and become public.", "rationale": "Transparent release calendars, equal access and immutable revision lineage preserve trust while distribution artifacts stay separate from logical values.", "source_refs": [ "SRC-001", "SRC-003", "SRC-004", "SRC-008" ], "layers": [ { "id": "revision-and-series-continuity", "name": "Revision and series continuity", "description": "Routine, major, unscheduled and corrective changes.", "source_refs": [ "SRC-004", "SRC-008", "SRC-009" ], "findings": [ { "id": "revision-policy-schedule-reason-and-impact", "name": "Revision policy, schedule, reason and impact", "description": "Declares routine, major and unscheduled revision rules and records reason, scope, magnitude, users affected and communication.", "source_refs": [ "SRC-008", "SRC-009" ], "questions": [ { "id": "revision-policy-schedule-reason-and-impact-q01", "text": "What is the current governed value or definition for revision policy, schedule, reason and impact, for which statistical product, population, domain and reference period?", "kind": "temporal", "answer_data": [ "Revision policy, schedule, reason and impact", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "revision-policy-schedule-reason-and-impact-q02", "text": "Which authority, source, method and processing version establish revision policy, schedule, reason and impact, with what quality, uncertainty and provenance?", "kind": "measurement", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "revision-policy-schedule-reason-and-impact-q03", "text": "Which validation, confidentiality, access or revision rule governs revision policy, schedule, reason and impact, and how is prior history preserved?", "kind": "retention", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "revision-policy-schedule-reason-and-impact-data", "name": "Revision policy, schedule, reason and impact assertion", "description": "Structured official-statistics answer data for revision policy, schedule, reason and impact, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-008", "SRC-009" ] } ], "artifacts": [ { "id": "revision-policy-schedule-reason-and-impact-artifact", "name": "Revision policy, schedule, reason and impact record", "description": "Versioned statistical record or evidence package supporting revision policy, schedule, reason and impact with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-008", "SRC-009" ] } ], "inline_only_rationale": null }, { "id": "break-correction-backcast-and-discontinuation", "name": "Break, correction, backcast and discontinuation", "description": "Represents methodological breaks, error corrections, backcasts, replacement series and discontinuation without silent overwrite.", "source_refs": [ "SRC-004", "SRC-008" ], "questions": [ { "id": "break-correction-backcast-and-discontinuation-q01", "text": "What is the current governed value or definition for break, correction, backcast and discontinuation, for which statistical product, population, domain and reference period?", "kind": "provenance", "answer_data": [ "Break, correction, backcast and discontinuation", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "break-correction-backcast-and-discontinuation-q02", "text": "Which authority, source, method and processing version establish break, correction, backcast and discontinuation, with what quality, uncertainty and provenance?", "kind": "quality", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "break-correction-backcast-and-discontinuation-q03", "text": "Which validation, confidentiality, access or revision rule governs break, correction, backcast and discontinuation, and how is prior history preserved?", "kind": "identity", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "break-correction-backcast-and-discontinuation-data", "name": "Break, correction, backcast and discontinuation assertion", "description": "Structured official-statistics answer data for break, correction, backcast and discontinuation, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-004", "SRC-008" ] } ], "artifacts": [ { "id": "break-correction-backcast-and-discontinuation-artifact", "name": "Break, correction, backcast and discontinuation record", "description": "Versioned statistical record or evidence package supporting break, correction, backcast and discontinuation with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-004", "SRC-008" ] } ], "inline_only_rationale": null } ] }, { "id": "release-and-distribution", "name": "Release and distribution", "description": "Calendars, embargo, publication and machine projections.", "source_refs": [ "SRC-001", "SRC-003", "SRC-004" ], "findings": [ { "id": "release-calendar-embargo-and-equal-access", "name": "Release calendar, embargo and equal access", "description": "Records scheduled release, deviations, embargo, authorized pre-release, public release time and equal-access evidence.", "source_refs": [ "SRC-001", "SRC-003", "SRC-010" ], "questions": [ { "id": "release-calendar-embargo-and-equal-access-q01", "text": "What is the current governed value or definition for release calendar, embargo and equal access, for which statistical product, population, domain and reference period?", "kind": "access", "answer_data": [ "Release calendar, embargo and equal access", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "release-calendar-embargo-and-equal-access-q02", "text": "Which authority, source, method and processing version establish release calendar, embargo and equal access, with what quality, uncertainty and provenance?", "kind": "validation", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "release-calendar-embargo-and-equal-access-q03", "text": "Which validation, confidentiality, access or revision rule governs release calendar, embargo and equal access, and how is prior history preserved?", "kind": "definition", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "release-calendar-embargo-and-equal-access-data", "name": "Release calendar, embargo and equal access assertion", "description": "Structured official-statistics answer data for release calendar, embargo and equal access, including scope, status, time, method and provenance.", "value_kind": "object", "cardinality": "1", "required": true, "source_refs": [ "SRC-001", "SRC-003", "SRC-010" ] } ], "artifacts": [ { "id": "release-calendar-embargo-and-equal-access-artifact", "name": "Release calendar, embargo and equal access record", "description": "Versioned statistical record or evidence package supporting release calendar, embargo and equal access with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-001", "SRC-003", "SRC-010" ] } ], "inline_only_rationale": null }, { "id": "dataset-table-api-chart-and-publication-projection", "name": "Dataset, table, API, chart and publication projection", "description": "Binds digest-pinned distribution artifacts and APIs to a product vintage and records filters, transformations, rounding and information loss.", "source_refs": [ "SRC-003", "SRC-004" ], "questions": [ { "id": "dataset-table-api-chart-and-publication-projection-q01", "text": "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?", "kind": "interoperability", "answer_data": [ "Dataset, table, API, chart and publication projection", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "dataset-table-api-chart-and-publication-projection-q02", "text": "Which authority, source, method and processing version establish dataset, table, api, chart and publication projection, with what quality, uncertainty and provenance?", "kind": "privacy", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "dataset-table-api-chart-and-publication-projection-q03", "text": "Which validation, confidentiality, access or revision rule governs dataset, table, api, chart and publication projection, and how is prior history preserved?", "kind": "classification", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "dataset-table-api-chart-and-publication-projection-data", "name": "Dataset, table, API, chart and publication projection assertion", "description": "Structured official-statistics answer data for dataset, table, api, chart and publication projection, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-003", "SRC-004" ] } ], "artifacts": [ { "id": "dataset-table-api-chart-and-publication-projection-artifact", "name": "Dataset, table, API, chart and publication projection record", "description": "Versioned statistical record or evidence package supporting dataset, table, api, chart and publication projection with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-004" ] } ], "inline_only_rationale": null } ] } ] }, { "id": "confidentiality-provenance-and-federation", "name": "Confidentiality, provenance and federation", "description": "Protects statistical units and supports governed reuse across systems.", "rationale": "Official statistics need field-level disclosure decisions and versioned mappings while respondent identities and source records remain in their own masters.", "source_refs": [ "SRC-001", "SRC-004", "SRC-005", "SRC-007", "SRC-009" ], "layers": [ { "id": "confidentiality-and-controlled-access", "name": "Confidentiality and controlled access", "description": "Disclosure risk, suppression, access and retention.", "source_refs": [ "SRC-001", "SRC-007" ], "findings": [ { "id": "microdata-small-cell-and-disclosure-risk", "name": "Microdata, small cell and disclosure risk", "description": "Classifies direct and indirect identification risk, small cells, dominance and linked-data risk before any projection.", "source_refs": [ "SRC-001", "SRC-007" ], "questions": [ { "id": "microdata-small-cell-and-disclosure-risk-q01", "text": "What is the current governed value or definition for microdata, small cell and disclosure risk, for which statistical product, population, domain and reference period?", "kind": "privacy", "answer_data": [ "Microdata, small cell and disclosure risk", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "microdata-small-cell-and-disclosure-risk-q02", "text": "Which authority, source, method and processing version establish microdata, small cell and disclosure risk, with what quality, uncertainty and provenance?", "kind": "access", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "microdata-small-cell-and-disclosure-risk-q03", "text": "Which validation, confidentiality, access or revision rule governs microdata, small cell and disclosure risk, and how is prior history preserved?", "kind": "composition", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "microdata-small-cell-and-disclosure-risk-data", "name": "Microdata, small cell and disclosure risk assertion", "description": "Structured official-statistics answer data for microdata, small cell and disclosure risk, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-001", "SRC-007" ] } ], "artifacts": [ { "id": "microdata-small-cell-and-disclosure-risk-artifact", "name": "Microdata, small cell and disclosure risk record", "description": "Versioned statistical record or evidence package supporting microdata, small cell and disclosure risk with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-001", "SRC-007" ] } ], "inline_only_rationale": null }, { "id": "suppression-perturbation-access-and-retention", "name": "Suppression, perturbation, access and retention", "description": "Records disclosure-control method, affected values, utility loss, authorized purpose, environment, expiry, retention and audit obligations.", "source_refs": [ "SRC-007" ], "questions": [ { "id": "suppression-perturbation-access-and-retention-q01", "text": "What is the current governed value or definition for suppression, perturbation, access and retention, for which statistical product, population, domain and reference period?", "kind": "measurement", "answer_data": [ "Suppression, perturbation, access and retention", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "suppression-perturbation-access-and-retention-q02", "text": "Which authority, source, method and processing version establish suppression, perturbation, access and retention, with what quality, uncertainty and provenance?", "kind": "interoperability", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "suppression-perturbation-access-and-retention-q03", "text": "Which validation, confidentiality, access or revision rule governs suppression, perturbation, access and retention, and how is prior history preserved?", "kind": "relationship", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "suppression-perturbation-access-and-retention-data", "name": "Suppression, perturbation, access and retention assertion", "description": "Structured official-statistics answer data for suppression, perturbation, access and retention, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-007" ] } ], "artifacts": [ { "id": "suppression-perturbation-access-and-retention-artifact", "name": "Suppression, perturbation, access and retention record", "description": "Versioned statistical record or evidence package supporting suppression, perturbation, access and retention with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-007" ] } ], "inline_only_rationale": null } ] }, { "id": "provenance-and-standard-mappings", "name": "Provenance and standard mappings", "description": "End-to-end lineage and syntax-neutral interoperability.", "source_refs": [ "SRC-003", "SRC-004", "SRC-005", "SRC-009" ], "findings": [ { "id": "entity-activity-agent-derivation-and-attribution", "name": "Entity, activity, agent, derivation and attribution", "description": "Links inputs, processing activities, agents, methods, software, outputs, revisions and responsibility across the lifecycle.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ], "questions": [ { "id": "entity-activity-agent-derivation-and-attribution-q01", "text": "What is the current governed value or definition for entity, activity, agent, derivation and attribution, for which statistical product, population, domain and reference period?", "kind": "provenance", "answer_data": [ "Entity, activity, agent, derivation and attribution", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "entity-activity-agent-derivation-and-attribution-q02", "text": "Which authority, source, method and processing version establish entity, activity, agent, derivation and attribution, with what quality, uncertainty and provenance?", "kind": "retention", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "entity-activity-agent-derivation-and-attribution-q03", "text": "Which validation, confidentiality, access or revision rule governs entity, activity, agent, derivation and attribution, and how is prior history preserved?", "kind": "state", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "entity-activity-agent-derivation-and-attribution-data", "name": "Entity, activity, agent, derivation and attribution assertion", "description": "Structured official-statistics answer data for entity, activity, agent, derivation and attribution, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "1", "required": true, "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "artifacts": [ { "id": "entity-activity-agent-derivation-and-attribution-artifact", "name": "Entity, activity, agent, derivation and attribution record", "description": "Versioned statistical record or evidence package supporting entity, activity, agent, derivation and attribution with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] } ], "inline_only_rationale": null }, { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss", "name": "SDMX, DDI and GSBPM crosswalk, version and loss", "description": "Pins source and target versions, maps concepts and lifecycle stages, validates exchange and declares omissions or non-round-trippable meaning.", "source_refs": [ "SRC-003", "SRC-004", "SRC-005" ], "questions": [ { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss-q01", "text": "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?", "kind": "interoperability", "answer_data": [ "SDMX, DDI and GSBPM crosswalk, version and loss", "statistical product and scope", "reference period and status or explicit unknown" ] }, { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss-q02", "text": "Which authority, source, method and processing version establish sdmx, ddi and gsbpm crosswalk, version and loss, with what quality, uncertainty and provenance?", "kind": "identity", "answer_data": [ "authority and source", "method and version", "quality, uncertainty and provenance" ] }, { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss-q03", "text": "Which validation, confidentiality, access or revision rule governs sdmx, ddi and gsbpm crosswalk, version and loss, and how is prior history preserved?", "kind": "temporal", "answer_data": [ "validation and disclosure rule", "authorized decision and effective time", "predecessor and revision lineage" ] } ], "data_elements": [ { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss-data", "name": "SDMX, DDI and GSBPM crosswalk, version and loss assertion", "description": "Structured official-statistics answer data for sdmx, ddi and gsbpm crosswalk, version and loss, including scope, status, time, method and provenance.", "value_kind": "collection", "cardinality": "0..n", "required": false, "source_refs": [ "SRC-003", "SRC-004", "SRC-005" ] } ], "artifacts": [ { "id": "sdmx-ddi-gsbpm-crosswalk-version-and-loss-artifact", "name": "SDMX, DDI and GSBPM crosswalk, version and loss record", "description": "Versioned statistical record or evidence package supporting sdmx, ddi and gsbpm crosswalk, version and loss with provenance and disclosure marking.", "media_or_form": [ "structured statistical record", "method or quality statement", "resolvable evidence index" ], "serial": true, "identity_strategy": "Authoritative statistical master-system identifier first; otherwise a Dimension-governed UUID or ULID.", "source_refs": [ "SRC-003", "SRC-004", "SRC-005" ] } ], "inline_only_rationale": null } ] } ] } ] }, "functions": [ { "id": "register-statistical-programme", "name": "Register statistical programme", "description": "Register mandate, authority, public purpose and governed programme identity.", "inputs": [ "authority", "mandate", "programme scope" ], "outputs": [ "programme revision" ], "preconditions": [ "Dimension authority resolves" ], "effects": [ "programme becomes governed without asserting result validity" ], "source_refs": [ "SRC-001", "SRC-002" ] }, { "id": "define-statistical-concept", "name": "Define statistical concept", "description": "Create or revise a concept, measure or indicator definition.", "inputs": [ "concept", "formula", "unit", "scope" ], "outputs": [ "versioned concept" ], "preconditions": [ "semantic steward is authorized" ], "effects": [ "interpretation becomes explicit and versioned" ], "source_refs": [ "SRC-002", "SRC-004", "SRC-005" ] }, { "id": "register-population-and-frame", "name": "Register population and frame", "description": "Bind target population, observed population, units, frame and domains.", "inputs": [ "population", "frame", "domain" ], "outputs": [ "population and frame record" ], "preconditions": [ "authority and source resolve" ], "effects": [ "coverage boundary and limitations become explicit" ], "source_refs": [ "SRC-002", "SRC-003", "SRC-005" ] }, { "id": "register-data-structure", "name": "Register data structure", "description": "Define dimensions, measures, attributes, codelists and constraints.", "inputs": [ "concept scheme", "classifications", "structure" ], "outputs": [ "versioned data structure" ], "preconditions": [ "all referenced codes resolve" ], "effects": [ "series and observations can be structurally validated" ], "source_refs": [ "SRC-004" ] }, { "id": "register-source-and-collection", "name": "Register source and collection", "description": "Record external source, acquisition terms, instrument and collection execution.", "inputs": [ "source reference", "agreement", "instrument" ], "outputs": [ "source and collection revision" ], "preconditions": [ "purpose and authority permit use" ], "effects": [ "input limitations and lineage become traceable" ], "source_refs": [ "SRC-003", "SRC-005", "SRC-007" ] }, { "id": "process-and-impute", "name": "Process and impute", "description": "Apply pinned edit, integration, derivation and imputation rules.", "inputs": [ "input revision", "rule set", "parameters" ], "outputs": [ "processed revision", "diagnostics" ], "preconditions": [ "rule versions and permissions resolve" ], "effects": [ "derived values retain activity and source lineage" ], "source_refs": [ "SRC-003", "SRC-005", "SRC-009" ] }, { "id": "estimate-and-adjust", "name": "Estimate and adjust", "description": "Apply weighting, estimation, calibration and declared adjustments.", "inputs": [ "processed data", "estimator", "weights" ], "outputs": [ "estimate revision", "diagnostics" ], "preconditions": [ "method and control totals resolve" ], "effects": [ "raw and adjusted states remain distinguishable" ], "source_refs": [ "SRC-002", "SRC-003" ] }, { "id": "assess-quality-and-uncertainty", "name": "Assess quality and uncertainty", "description": "Issue scoped evidence about uncertainty and output quality.", "inputs": [ "product revision", "quality framework", "evidence" ], "outputs": [ "quality assessment" ], "preconditions": [ "assessor and method are declared" ], "effects": [ "fitness claims expose scope and limitations" ], "source_refs": [ "SRC-002", "SRC-006" ] }, { "id": "append-statistical-observation", "name": "Append statistical observation", "description": "Append a value or explicit missing state to a valid series key and vintage.", "inputs": [ "series key", "reference period", "value or status" ], "outputs": [ "immutable observation revision" ], "preconditions": [ "structure, unit and confidentiality checks pass" ], "effects": [ "observation becomes queryable without overwriting history" ], "source_refs": [ "SRC-004", "SRC-009" ] }, { "id": "revise-statistical-observation", "name": "Revise statistical observation", "description": "Create a successor observation with reason, status and impact.", "inputs": [ "prior observation", "replacement", "reason" ], "outputs": [ "revised observation and lineage" ], "preconditions": [ "revision policy authorizes change" ], "effects": [ "prior vintage remains resolvable" ], "source_refs": [ "SRC-008", "SRC-009" ] }, { "id": "release-statistical-product", "name": "Release statistical product", "description": "Publish an authorized, disclosure-checked product vintage according to the calendar.", "inputs": [ "product vintage", "release event", "projection policy" ], "outputs": [ "digest-pinned public projection" ], "preconditions": [ "quality, confidentiality and equal-access checks pass" ], "effects": [ "public release is attributable and reproducible" ], "source_refs": [ "SRC-001", "SRC-003", "SRC-007" ] }, { "id": "map-external-statistical-standard", "name": "Map external statistical standard", "description": "Transform a pinned SDMX, DDI or lifecycle representation with validation and loss declaration.", "inputs": [ "source representation", "crosswalk", "target profile" ], "outputs": [ "mapped projection", "validation report" ], "preconditions": [ "source and target versions resolve" ], "effects": [ "omissions and non-round-trippable meaning are explicit" ], "source_refs": [ "SRC-003", "SRC-004", "SRC-005" ] } ], "composition": [ { "target": "Dataset and Data Register", "relation": "REFERENCE", "purpose": "Binds logical product vintages to packaged datasets and distributions without delegating statistical meaning to files.", "required": false, "source_refs": [ "SRC-004", "SRC-005" ] }, { "target": "Person, Organization and Statistical Unit models", "relation": "REFERENCE", "purpose": "Binds accountable authorities, producers and unit types while their identities remain externally governed.", "required": true, "source_refs": [ "SRC-001", "SRC-005", "SRC-007" ] }, { "target": "Geography and Time registries", "relation": "REFERENCE", "purpose": "Resolves territorial scope, calendars and periods used in dimensions and observations.", "required": true, "source_refs": [ "SRC-004" ] }, { "target": "Administrative, Survey and Other Source models", "relation": "REFERENCE", "purpose": "Preserves external source mastership while recording statistical acquisition and transformation lineage.", "required": false, "source_refs": [ "SRC-002", "SRC-003", "SRC-009" ] }, { "target": "Report, Publication and Visualization models", "relation": "REFERENCE", "purpose": "Connects release artifacts to immutable product vintages without treating renderings as master observations.", "required": false, "source_refs": [ "SRC-003", "SRC-004" ] }, { "target": "SDMX 3.1", "relation": "ALIGN", "purpose": "Supports syntax-neutral structures, statistical data, metadata, registries and APIs with pinned mappings.", "required": false, "source_refs": [ "SRC-004" ] }, { "target": "DDI Lifecycle 3.3", "relation": "ALIGN", "purpose": "Supports concepts, studies, instruments, variables, processing and archival metadata with pinned mappings.", "required": false, "source_refs": [ "SRC-005" ] }, { "target": "GSBPM 5.2", "relation": "ALIGN", "purpose": "Maps product lifecycle activities to a standard statistical production process without making process stages data identities.", "required": false, "source_refs": [ "SRC-003" ] } ], "serviceLayers": { "dimension": { "owner_package_requirements": [ "Declare the Dimension owner, official-statistics authority, delegates, semantic stewards and disclosure-control authority.", "Declare programme, concept, classification, population, source, series, observation, release, party and document master systems.", "Publish model, object, event, relation, classification, access, retention, quality and interoperability registries.", "Pin statistical domain, jurisdiction, quality, confidentiality, revision and exchange profiles." ], "namespace_guidance": "Mint official-statistics identifiers only in the adopting Dimension's governed namespace; preserve SDMX, DDI, authority, source-system and publication identifiers as typed aliases or references with version and time.", "registry_links": [ "https://ver.cy/models/", "https://ver.cy/model-agent-protocol.md", "Dimension-local statistical programme, concept, classification, source, series, release and policy registries" ] }, "canon_and_patch": { "canonicalization_rules": [ "Canonicalize by registry ID, model version, statistical product master ID, complete series or observation key, immutable vintage and explicit authority; never use a title, URL or current value alone as identity.", "Keep provisional, estimated, adjusted, revised, corrected and final values distinct and preserve conflicting or withdrawn vintages." ], "patch_rules": [ "Additive extensions use a Dimension-owned namespace and declare target node, statistical domain, source, method, rationale, confidentiality and interoperability impact.", "Breaking changes require a new version, migration and crosswalk maps, compatibility declaration and continued resolution of prior product and observation revisions." ], "compatibility_rules": [ "Consumers may ignore unknown additive fields only when identity, population, unit, dimensions, time, method, provenance, quality and disclosure meaning remain intact.", "SDMX, DDI and partner mappings pin source and target versions and declare transformed, omitted or non-round-trippable values." ] }, "artifact_rules": { "identity_priority": [ "Authoritative statistical master-system identifier and immutable revision or vintage identifier.", "Governed globally resolvable product, series, observation or release IRI.", "Adopting-Dimension UUID or ULID when no authoritative external identifier exists." ], "timestamp_rule": "Record event timestamps in RFC 3339 with seconds and an explicit UTC offset or Z; keep reference, collection, processing, effective, release and ingestion times distinct.", "serial_naming_rule": "Name serial artifacts as {product-id}--{artifact-kind}--{vintage-or-event-id}; never use a title, date, filename, value or hash alone as product identity.", "integrity_rule": "Store digest, media type, byte length, issuer, method and software version, data-structure version, provenance, quality and disclosure marking for every retained serial artifact." }, "policies": [ "The adopting Dimension declares who may register, define, collect, process, estimate, revise, approve, release, disclose, restrict, retain and tombstone statistical records.", "Official status requires accountable authority, mandate and professional independence; numerical claims additionally require concept, population, reference period, unit, dimensions, source, method, quality, uncertainty and vintage.", "Agents never infer finality, accuracy, comparability or fitness from official status, a plausible value, an unversioned chart or a publication title.", "Respondent identity, operational source records, generic datasets, geography, parties, publications and policies remain in their owning systems and are referenced.", "Automated agents may append low-risk mappings and diagnostics under delegation but must not bypass disclosure control, release authority or revision policy." ], "crud": { "read": [ "Resolve active Dimension, purpose, role, product and structure versions, requested vintage, release state and disclosure policy; return the minimum permitted view with status and uncertainty." ], "create": [ "Create authority, programme or product identity, concept, population, structure and explicit unknowns before attaching values or distribution artifacts." ], "update": [ "Append an immutable revision with actor, authority, reason, RFC 3339 effective time and predecessor; validate structure, units, methods, quality, confidentiality and release state before and after mutation." ], "delete": [ "Apply retention, legal hold and statistical-confidentiality policy; tombstone records or withdraw projections while preserving product identity, revision lineage and non-cascading external references." ] }, "roles": [ { "name": "Dimension owner", "responsibilities": [ "Own namespace, mastership, delegation, access, retention and federation rules." ] }, { "name": "Statistical authority", "responsibilities": [ "Own official programme mandate, independence, release authority and accountability." ] }, { "name": "Methodologist or semantic steward", "responsibilities": [ "Govern concepts, populations, classifications, structures, methods and comparability." ] }, { "name": "Statistical producer", "responsibilities": [ "Collect, process, estimate and document data under approved methods." ] }, { "name": "Quality reviewer", "responsibilities": [ "Assess uncertainty, quality, fitness, breaks and revision impact independently." ] }, { "name": "Disclosure-control authority", "responsibilities": [ "Approve microdata and aggregate disclosure decisions and controlled access." ] }, { "name": "Release manager", "responsibilities": [ "Control calendars, embargo, equal access, publication and corrections." ] }, { "name": "Auditor", "responsibilities": [ "Review authority, transformations, revisions and disclosures without rewriting evidence." ] } ], "access": { "default_rule": "Deny mutation and confidential disclosure unless the active Dimension, role, purpose, product, population and field policy grant the action; expose the minimum necessary projection.", "scopes": [ "bundle", "layer", "finding", "artifact" ], "exceptions": [ "Emergency access must be time-limited, purpose-bound, attributable, independently reviewed and unable to erase immutable history, disclosure decisions or legal hold." ], "audit_requirements": [ "Log actor, role, purpose, product and revision identity, action, decision, policy version, RFC 3339 timestamp with offset, affected scope and outcome for privileged mutation, pre-release access or disclosure." ] }, "agents_bootstrap": { "filename": "AGENTS.md", "required_fields": [ "Name", "Type", "Specification URL", "Storage type URL", "Interface URL", "Processes URL" ], "read_order": [ "Read the nearest Dimension-owner AGENTS.md, statistical authority, active domain, quality, confidentiality and release policies.", "Read this model AGENTS.md, pinned spec.yaml and required concept, classification, population, source, dataset, publication and party model instructions before mutation." ] } }, "coverage": { "claim": "A source-grounded reviewable draft of the Official Statistics aggregate across United Nations principles and quality guidance, UNECE GSBPM, SDMX, DDI Lifecycle, Eurostat quality, confidentiality and revision guidance, W3C provenance and IETF time standards, without a claim of universal domain, jurisdiction or exchange-profile completeness.", "confidence": "medium", "checklist": [ { "dimension": "identity", "status": "covered", "notes": "Programme, product, concept, structure, series, observation, vintage and release identities are distinct." }, { "dimension": "classification and definition", "status": "covered", "notes": "Concepts, populations, units, dimensions, classifications, codelists and variants are versioned." }, { "dimension": "direct properties", "status": "not-applicable", "notes": "This aggregate describes statistical products and observations rather than physical objects; numerical values are method-bound observations, not direct physical properties." }, { "dimension": "lifecycle", "status": "covered", "notes": "Programme design, collection, processing, estimation, release, revision, correction, replacement and withdrawal preserve history." }, { "dimension": "relationships", "status": "covered", "notes": "Authorities, concepts, populations, frames, sources, classifications, datasets, releases and documents use typed bindings." }, { "dimension": "temporal", "status": "covered", "notes": "Reference, collection, processing, effective, release and ingestion times remain distinct." }, { "dimension": "provenance", "status": "covered", "notes": "Sources, transformations, agents, methods, software, derivations, vintages and corrections are linked." }, { "dimension": "ownership", "status": "covered", "notes": "Dimension owner, statistical authority, semantic steward, producer, reviewer, disclosure authority and release manager are distinct." }, { "dimension": "validation and quality", "status": "covered", "notes": "Structural, semantic, method, uncertainty, comparability, disclosure and release checks are explicit." }, { "dimension": "access", "status": "covered", "notes": "Minimum projections, pre-release access, embargo, microdata controls, disclosure decisions and audit are covered." }, { "dimension": "retention and deletion", "status": "covered", "notes": "Immutable vintages, tombstones, withdrawals, legal holds and non-cascading external references are explicit." }, { "dimension": "interoperability", "status": "covered", "notes": "SDMX, DDI and GSBPM mappings pin versions, validate outputs and declare loss." }, { "dimension": "authority and public trust", "status": "covered", "notes": "Mandate, independence, impartiality, transparency, confidentiality and equal access are represented." } ], "known_omissions": [ "Domain-specific concepts, indicators, classifications, sampling designs, estimators and legal mandates require separate profiles.", "Respondent-level microdata, administrative records, generic dataset packaging, geography and publication-channel lifecycles remain in neighboring models.", "Certified SDMX 3.1 and DDI 3.3 crosswalks, conformance suites and jurisdictional disclosure profiles remain future work." ], "conflicts": [ "Official status is an authority and governance claim, not proof that a value is true, final, comparable or fit for every purpose.", "Dataset, series, observation, vintage, release and rendered chart are frequently conflated; this draft gives each a separate identity and lifecycle.", "Revisions improve or correct statistics but must never overwrite the prior published vintage or its release evidence." ], "regional_assumptions": [ "Eurostat quality, confidentiality and revision sources provide an authoritative European profile and do not create universal legal obligations.", "The base uses SDMX 3.1 and DDI Lifecycle 3.3 as current exchange references while allowing adopting Dimensions to pin older compatible profiles." ], "adversarial_checks": [ "Reject a statistical value lacking authority, concept, population, reference period, unit, complete dimensions, method, source, vintage and status.", "Reject silent overwrite of provisional, estimated, adjusted, revised, corrected or final observations and reject charts used as master data.", "Reject microdata or small-cell release without direct and indirect identification assessment, authorization and recorded disclosure control.", "Reject official-status claims without mandate, professional-independence safeguards, accountable producer and transparent methods.", "Reject SDMX, DDI or partner exports without pinned versions, validation, transformation lineage and declared information loss." ] }, "researchAdjudication": { "providerMode": "single-provider-waiver", "activeProviders": [ "codex" ], "waivedProviders": [ "claude", "grok" ], "providerPolicy": { "contract_version": "1.0.0", "mode": "single-provider-waiver", "effective_at": "2026-09-06T00:00:00Z", "scope": "Canonical single-stream subject-model research after the six-workstream consolidation", "active_providers": [ "codex" ], "waived_providers": [ { "provider": "claude", "authorized_by": "repository owner", "authorized_at": "2026-09-06T00:00:00Z", "reason": "Claude produced no result on prior 1800-second and 900-second attempts and again timed out on bounded 600-second Sonnet and 300-second Haiku passes. The owner prioritized completion over provider availability." }, { "provider": "grok", "authorized_by": "repository owner", "authorized_at": "2026-09-06T00:00:00Z", "reason": "The repository owner authorized completion without Grok when Grok is unavailable, slow or schema-invalid. Grok may still be attempted as a bounded supplemental reviewer, but its failure never blocks a valid Claude plus no-tools result." } ], "review_rule": "Codex may complete source-grounded fallback research after bounded Claude and Grok attempts fail. It requires a separate no-tools adversarial audit and remains reviewable-draft with a visible absence-of-external-review hold.", "supplemental_provider_attempts": [ { "provider": "claude", "required": false, "maximum_attempts": 1, "failure_policy": "record-and-continue", "admission_rule": "Use only a locally schema-valid result whose sources and boundaries survive adjudication." }, { "provider": "grok", "required": false, "maximum_attempts": 1, "failure_policy": "record-and-continue", "admission_rule": "Use only a locally schema-valid result whose sources and boundaries survive adjudication." } ] }, "boundaryDecision": { "entry_kind": "aggregate", "status": "accepted", "rationale": "An official statistical product is a governed aggregate with stable identity across concepts, structures, sources, methods, observations, vintages, quality evidence, release events and disclosure decisions, so aggregate is more defensible than entity or dataset." }, "decisions": [ { "concept": "Official status versus truth", "disposition": "accepted as separate", "rationale": "Official status records authority, mandate and governance. A value still requires concept, population, period, unit, dimensions, source, method, quality, uncertainty, vintage and status." }, { "concept": "Product, series, observation, vintage and release identities", "disposition": "accepted as separate", "rationale": "These records change at different rates and serve different references, so none may be collapsed into a title, file, chart or current numeric value." }, { "concept": "Dataset boundary", "disposition": "accepted as external reference", "rationale": "Official Statistics owns semantic product and observation meaning while Dataset and Data Register owns packaged collections and distributions." }, { "concept": "Respondents and source records", "disposition": "accepted as external masters", "rationale": "The product records source bindings and statistical transformations, but respondent identity and operational administrative or transactional records stay in their owning systems." }, { "concept": "Reference period and event times", "disposition": "accepted as distinct", "rationale": "Reference, collection, processing, effective, release and ingestion times express different facts and cannot substitute for one another." }, { "concept": "Provisional, estimated, adjusted, revised, corrected and final", "disposition": "accepted as distinct states", "rationale": "Every published state is an immutable vintage with predecessor, reason, authority and release time; revision never silently overwrites history." }, { "concept": "Quality and uncertainty", "disposition": "accepted as scoped evidence", "rationale": "Accuracy, uncertainty, comparability and fitness claims require an assessor, method, evidence, scope, time and limitations rather than inheriting from official status." }, { "concept": "Microdata and small aggregates", "disposition": "accepted as controlled references and projections", "rationale": "Respondent-level data remain external and any microdata or small-cell projection requires direct and indirect identification assessment, authorization and disclosure controls." }, { "concept": "Release and rendered artifacts", "disposition": "accepted as separate", "rationale": "Tables, APIs, charts and publications are digest-pinned projections of a product vintage and must declare filters, rounding, transformations and information loss." }, { "concept": "SDMX, DDI and GSBPM", "disposition": "accepted as ALIGN", "rationale": "The standards provide complementary structure, metadata and lifecycle semantics, but their serializations or process stages do not determine Vercy logical identity." }, { "concept": "Direct physical properties", "disposition": "not applicable", "rationale": "Official Statistics is an informational aggregate. Numerical observations are method-bound claims about populations or phenomena, not intrinsic physical properties of this record." }, { "concept": "Question coverage", "disposition": "accepted as reviewable draft", "rationale": "Every finding asks about governed value and scope, authority and method, quality and uncertainty, validation, confidentiality, revision and history. Domain specialists still need to refine profiles." } ], "publicationHolds": [ "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." ], "deferredResearch": [ "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." ] }, "statistics": { "sources": 10, "bundles": 7, "layers": 16, "findings": 32, "questions": 96, "artifacts": 32, "functions": 12 } }