{ "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-12T09:04:27Z", "providers": [ "Codex" ], "breadth": "recalled by Codex without web access - no source was read", "missingProviders": [], "pass": 2, "cost": { "grok": { "seconds": 24.1, "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a094db-68cc-76c3-8961-61396b1f918e\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: demographics of Ivory Coast\nSense to describe: (none recorded)\nDomain code: INF.KNW\nAlso known as: (none)\n\n\nContext for this batch of 1001 things:\n# Bat", "usd": 0.0, "recall": true }, "codex": { "seconds": 66.0, "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a094db-68d9-77d3-a380-8a94b8d51027\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: demographics of Ivory Coast\nRegistry id: vr.tr.demographics-of-ivory-coast\nPlane / domain: INF / INF.KNW\nRegistry definition: (none recorded)\nNames f" } }, "enrichment": { "pass": 3, "engine": "claude", "producedAt": "2026-10-06T12:00:00Z", "ingestedAt": "2026-10-06T08:37:54+00:00", "fields": [ "agent_conduct", "ethics", "owners" ] }, "gate": { "passed": true, "version": "1.0", "at": "2026-10-07T10:10:29+00:00", "evidence": [ "completeness 1.00", "sense: Wikidata description", "2 live sources", "review by codex: pass" ] } }, "metaModel": { "id": "THING-Q2661724", "registryId": "vr.tr.demographics-of-ivory-coast", "name": "demographics of Ivory Coast", "version": "0.1.0-research.1", "entryKind": "thing", "family": "Thing Registry", "domain": [ "INF.KNW" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q2661724/", "model": { "registry_id": "vr.tr.demographics-of-ivory-coast", "name": "demographics of Ivory Coast", "purpose": "Enable an agent to interpret, compare and assess demographic evidence about Côte d'Ivoire while preserving population definitions, reference dates, territorial coverage and uncertainty.", "definition": "The demographics of Ivory Coast (Côte d'Ivoire) comprise the statistical description and study of its human population, including its size, distribution, composition and changes through births, deaths and migration.", "scope_statement": "This model owns the demographic knowledge profile of Côte d'Ivoire, also called Ivory Coast: population size, composition, distribution and change, together with the evidence conditions governing their interpretation.", "in_scope": [ "Population counts, estimates and projections for explicitly defined populations and reference dates", "Age and sex structure, household composition and demographic dependency", "Fertility, mortality and the components of population change", "Internal migration, international migration and distinctions between residence, birthplace and citizenship", "Population distribution across settlements and administrative areas", "Source coverage, classification changes, uncertainty and comparability" ], "out_of_scope": [ "Demography as a general discipline, including its degrees, journals and professional institutions", "The complete geographic, political or historical description of Côte d'Ivoire", "Individual identities, personal records or determinations of citizenship", "Clinical disease profiles and healthcare service inventories", "Economic performance, employment and poverty except where used as demographic classifications", "Descriptions of ethnic, linguistic or religious traditions independent of population measurement" ], "distinguishing_features": [ "A demographic assertion must identify a population connected to Côte d'Ivoire through a stated territorial or membership rule; mentioning the country alone is insufficient.", "Resident population, Ivorian citizens and people born in Côte d'Ivoire are distinct populations and cannot be substituted for one another.", "The subject is a country-specific body of demographic evidence, rather than the discipline of demography or the country itself.", "A population figure is interpretable only with its reference date, geographic coverage and status as a count, estimate or projection.", "Subnational comparisons must establish whether administrative boundaries and urban classifications are compatible across observations." ], "characteristics": [ { "name": "Population universe", "kind": "category", "unit_or_values": "Usual residents, persons present, citizens, native-born population or another explicitly defined universe", "why_it_matters": "Determines who belongs in a count and prevents residence from being confused with nationality." }, { "name": "Reference period", "kind": "category", "unit_or_values": "Enumeration date, estimate date, observation interval or projection horizon", "why_it_matters": "Separates observations made at different times and distinguishes event rates from population snapshots." }, { "name": "Population size", "kind": "measurement", "unit_or_values": "Persons, with source precision and uncertainty where supplied", "why_it_matters": "Provides the demographic scale and denominators needed for other indicators." }, { "name": "Age and sex composition", "kind": "measurement", "unit_or_values": "Persons or percentages by stated age bands and source-defined sex categories", "why_it_matters": "Supports consistent comparisons of population structure and dependency." }, { "name": "Fertility indicators", "kind": "measurement", "unit_or_values": "Births per woman or births per 1,000 specified persons, with indicator and period defined", "why_it_matters": "Distinguishes reproductive patterns from changes caused by population size or age composition." }, { "name": "Mortality indicators", "kind": "measurement", "unit_or_values": "Deaths per specified population exposure, deaths per 1,000 live births or life expectancy in years", "why_it_matters": "Makes survival measures interpretable without treating different denominators as equivalent." }, { "name": "Migration position", "kind": "category", "unit_or_values": "Source-defined birthplace, citizenship, previous residence, current residence and duration of residence", "why_it_matters": "Prevents foreign citizenship, foreign birth and recent migration from being treated as the same condition." }, { "name": "Geographic reference", "kind": "relation", "unit_or_values": "Link to Côte d'Ivoire or a named subnational unit with boundary version and settlement classification", "why_it_matters": "Supports aggregation and comparison when territorial units or urban definitions change." }, { "name": "Evidence status", "kind": "state", "unit_or_values": "Enumerated, survey-estimated, administratively recorded, model-estimated or projected; provisional, revised or final as reported", "why_it_matters": "Controls whether an agent may describe a value as observed and how competing values should be reconciled." } ], "affordances": [ "Retrieve demographic indicators for a defined Côte d'Ivoire population, location and period", "Compare census, survey and modeled results after checking their population universes and methods", "Explain population change through births, deaths and migration while identifying unresolved residuals", "Assess age structure and settlement patterns using explicit classifications and denominators", "Identify missing coverage, incompatible categories and unsupported demographic claims", "Use documented projection scenarios for planning while retaining their assumptions and uncertainty" ], "agent_conduct": { "may": [ "Report Cote d'Ivoire population figures with the population universe used, such as residents or nationals.", "Explain how migration from neighbouring countries shaped the population, citing sources." ], "must_not": [ "Use the share of foreign-born residents to question anyone's nationality or right to vote.", "Feed narratives of national identity that exclude long-settled communities.", "Treat a person's origin, name or religion as proof of nationality or non-nationality.", "Present estimates for conflict-era years as reliable counts." ], "requires_human": [ "Publishing figures on nationality or origin that may enter political debate." ] }, "ethics": { "considerations": [ "Disputes over who counts as Ivorian contributed to civil conflict; numbers can inflame them.", "People at risk of statelessness depend on fair treatment of their records." ], "affected_parties": [ "Residents of foreign origin", "People at risk of statelessness", "Residents of Cote d'Ivoire" ] }, "owners": { "steward": "The national statistics institute of Cote d'Ivoire answers for official figures.", "master_systems": [ "National statistics office census and survey records" ] }, "what_it_is_for": [ "Demographic information about Ivory Coast appears in censuses, household surveys, civil registration statistics and population estimates.", "It supports planning for public services, studying population change and comparing regions or population groups with compatible definitions." ], "standards_and_regulation": [ "The Principles and Recommendations for Population and Housing Censuses, Revision 3, issued by the United Nations Statistics Division, provide guidance for collecting and presenting census information.", "The Standard Country or Area Codes for Statistical Use, M49, issued by the United Nations Statistics Division, classify Cote d'Ivoire for international statistical reporting." ], "failure_modes_and_hazards": [ "Combining incompatible reference dates or population definitions can produce misleading comparisons and resource allocations.", "Detailed demographic records can expose individuals or small communities to privacy loss.", "Treating population categories as fixed personal characteristics can reinforce discrimination or stigmatization." ], "facets_not_applicable": { "recognition": "Demographics are abstract statistical descriptions whose identity cannot be established through visual appearance." } }, "sources": [ { "id": "wikidata", "title": "Wikidata item Q2661724: demographics of Ivory Coast", "url": "https://www.wikidata.org/wiki/Q2661724", "url_status": "live", "what_it_supports": "identity and sense of the item", "checked_by": "wikidata-api" }, { "id": "wikipedia-en", "title": "Wikipedia: Demographics of Ivory Coast", "url": "https://en.wikipedia.org/wiki/Demographics_of_Ivory_Coast", "url_status": "live", "what_it_supports": "general description of the item", "checked_by": "wikidata-api sitelink" } ], "structure": { "bundles": [ { "id": "population-accounting-and-evidence", "name": "Population accounting and evidence", "description": "Defines which Côte d'Ivoire population an assertion describes and how its demographic evidence was produced.", "rationale": "National totals can disagree because they refer to different populations, dates or methods rather than because one is simply incorrect.", "layers": [ { "id": "population-membership", "name": "Population membership", "description": "Separates territorial residence from citizenship and other membership rules.", "findings": [ { "id": "resident-and-national-populations", "name": "Resident and national populations", "description": "Record the population universe before interpreting any national or subnational figure.", "questions": [ { "text": "Does this Côte d'Ivoire figure count usual residents, persons present, Ivorian citizens or another population?", "kind": "definition", "id": "resident-and-national-populations-q01" }, { "text": "How does the source handle temporarily absent residents, visitors, collective households and Ivorians living abroad?", "kind": "boundary", "id": "resident-and-national-populations-q02" } ] } ] }, { "id": "enumeration-and-estimation", "name": "Enumeration and estimation", "description": "Preserves the origin, timing and reliability of demographic observations.", "findings": [ { "id": "traceable-population-figures", "name": "Traceable population figures", "description": "Attach each figure to a source release, reference date, method and documented limitations.", "questions": [ { "text": "Which census, survey, administrative series or estimation release supplies this figure, and what is its reference date?", "kind": "provenance", "id": "traceable-population-figures-q01" }, { "text": "What coverage assessment, adjustment, uncertainty estimate or revision accompanies it?", "kind": "measurement", "id": "traceable-population-figures-q02" } ] } ] } ] }, { "id": "population-and-household-composition", "name": "Population and household composition", "description": "Organizes evidence about the demographic composition of Côte d'Ivoire's population without assigning identities to individuals.", "rationale": "Age, household and reported social categories answer different questions and depend on source-specific definitions.", "layers": [ { "id": "age-sex-and-households", "name": "Age, sex and households", "description": "Connects population structure to household definitions and demographic dependency measures.", "findings": [ { "id": "comparable-structural-measures", "name": "Comparable structural measures", "description": "Retain age bands, sex categories and household membership rules alongside structural indicators.", "questions": [ { "text": "Which age bands and sex categories does the source report, and how are unknown ages or missing responses handled?", "kind": "measurement", "id": "comparable-structural-measures-q01" }, { "text": "How are households defined, and which age thresholds are used for any demographic dependency ratio?", "kind": "definition", "id": "comparable-structural-measures-q02" } ] } ] }, { "id": "reported-social-composition", "name": "Reported social composition", "description": "Handles nationality, language, ethnicity and religion only where a source explicitly measures them.", "findings": [ { "id": "source-defined-social-categories", "name": "Source-defined social categories", "description": "Treat reported social categories as distinct classifications whose wording and collection method must remain visible.", "questions": [ { "text": "Which nationality, language, ethnic or religious categories were actually collected, and were responses self-reported, multiple-choice or assigned?", "kind": "provenance", "id": "source-defined-social-categories-q01" }, { "text": "Which categories or population universes changed between Côte d'Ivoire sources, preventing direct comparison?", "kind": "boundary", "id": "source-defined-social-categories-q02" } ] } ] } ] }, { "id": "births-deaths-and-population-change", "name": "Births, deaths and population change", "description": "Represents fertility, mortality and their contribution to demographic change in Côte d'Ivoire.", "rationale": "Population growth cannot be interpreted from totals alone, and demographic rates depend on exposure, age structure and estimation method.", "layers": [ { "id": "fertility-and-survival", "name": "Fertility and survival", "description": "Distinguishes birth and death events from derived rates and life-table measures.", "findings": [ { "id": "defined-vital-indicators", "name": "Defined vital indicators", "description": "Preserve the event definition, denominator, period and estimation basis of each fertility or mortality indicator.", "questions": [ { "text": "What events, population exposure and reference period define the reported fertility or mortality measure?", "kind": "measurement", "id": "defined-vital-indicators-q01" }, { "text": "Does the Côte d'Ivoire estimate derive from registered events, survey histories, census responses or demographic modeling?", "kind": "provenance", "id": "defined-vital-indicators-q02" } ] } ] }, { "id": "change-and-projection", "name": "Change and projection", "description": "Accounts for population change and keeps future scenarios separate from observations.", "findings": [ { "id": "reconciled-change-and-conditional-futures", "name": "Reconciled change and conditional futures", "description": "Relate population totals to births, deaths and migration, recording adjustments and projection assumptions separately.", "questions": [ { "text": "For a common interval and population universe, how much change is attributed to births, deaths, net migration and statistical adjustments?", "kind": "measurement", "id": "reconciled-change-and-conditional-futures-q01" }, { "text": "Which fertility, mortality and migration assumptions govern a projection, and which planning uses are supported by its scenarios?", "kind": "action", "id": "reconciled-change-and-conditional-futures-q02" } ] } ] } ] }, { "id": "settlement-and-population-mobility", "name": "Settlement and population mobility", "description": "Locates population within Côte d'Ivoire and distinguishes movements within the country from movements across its borders.", "rationale": "Settlement concentration and migration depend on geographic units, residence histories and distinctions between migrant stocks and flows.", "layers": [ { "id": "territory-and-urbanization", "name": "Territory and urbanization", "description": "Supports spatial comparisons with explicit administrative boundaries and urban definitions.", "findings": [ { "id": "versioned-settlement-geographies", "name": "Versioned settlement geographies", "description": "Identify the actual spatial unit behind national, regional, urban and Abidjan-related population figures.", "questions": [ { "text": "Which boundary version and urban-rural classification apply, and does an Abidjan figure describe a city, district or agglomeration?", "kind": "boundary", "id": "versioned-settlement-geographies-q01" }, { "text": "Can observed spatial change be separated into demographic change, migration, boundary revision and settlement reclassification?", "kind": "measurement", "id": "versioned-settlement-geographies-q02" } ] } ] }, { "id": "internal-and-cross-border-movement", "name": "Internal and cross-border movement", "description": "Distinguishes residence transitions, international migrant stocks and separately defined displacement categories.", "findings": [ { "id": "migration-stocks-flows-and-status", "name": "Migration stocks, flows and status", "description": "Describe migration through explicit origins, destinations and periods while keeping birthplace, nationality and displacement status separate.", "questions": [ { "text": "Does this measure describe foreign-born residents, foreign citizens, arrivals, departures, internal moves or net migration, and over what period?", "kind": "definition", "id": "migration-stocks-flows-and-status-q01" }, { "text": "How are seasonal movement, return migration, refugees and internally displaced people covered, and which categories may overlap?", "kind": "boundary", "id": "migration-stocks-flows-and-status-q02" } ] } ] } ] }, { "id": "evidence-and-external-alignment", "name": "Evidence and external alignment", "description": "What the world already says about this thing, gathered so the model can be checked against it.", "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.", "layers": [ { "id": "reported-evidence", "name": "Reported evidence", "description": "Findings from the breadth pass, kept separate from the structural claims.", "findings": [ { "id": "evidence-confidence-notes", "name": "Check these first", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "This is a recall-based description; no sources were consulted and no current numerical estimates are asserted.", "Verify census reference dates, population coverage and the distinction between enumerated counts and subsequent estimates before adding figures.", "Check the definitions and collection practices used for nationality, ethnicity, religion and urban residence before making comparisons." ], "questions": [ { "id": "evidence-confidence-notes-q01", "text": "Which of these check these first hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-kinds", "name": "Kinds and varieties", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "Population size and growth", "Age and sex composition", "Fertility and mortality", "Migration and nationality composition", "Urban-rural and regional distribution", "Household, linguistic, ethnic and religious composition" ], "questions": [ { "id": "evidence-kinds-q01", "text": "Which of these kinds and varieties hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-identifiers", "name": "Identifiers and schemes", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ { "scheme": "ISO 3166-1 alpha-3", "value_or_pattern": "CIV", "note": "Identifies the country in demographic datasets, not the subject as a separate discipline." }, { "scheme": "UN M49", "value_or_pattern": "384", "note": "United Nations statistical country code for Côte d'Ivoire." } ], "questions": [ { "id": "evidence-identifiers-q01", "text": "Which of these identifiers and schemes hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-standards-and-regulation", "name": "Standards and regulation", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "United Nations Statistics Division: Principles and Recommendations for Population and Housing Censuses.", "United Nations Statistics Division: Principles and Recommendations for a Vital Statistics System." ], "questions": [ { "id": "evidence-standards-and-regulation-q01", "text": "Which of these standards and regulation hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-real-world-use", "name": "Real-world use", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "Planning schools, health services, housing and infrastructure.", "Producing population projections and dependency estimates.", "Assessing maternal and child health needs.", "Studying migration, urbanization and labour supply.", "Providing population denominators for development indicators." ], "questions": [ { "id": "evidence-real-world-use-q01", "text": "Which of these real-world use hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-measurements", "name": "Typical measurements", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ { "quantity": "Resident population", "typical_range": "Requires a reference date and a stated census or estimation method.", "unit": "persons" }, { "quantity": "Total fertility rate", "typical_range": "Varies by reference period and population subgroup; no numerical range asserted.", "unit": "children per woman" }, { "quantity": "Life expectancy at birth", "typical_range": "Varies by reference period and sex; no numerical range asserted.", "unit": "years" }, { "quantity": "Infant mortality rate", "typical_range": "Requires a reference period and data source.", "unit": "deaths before age one per 1,000 live births" }, { "quantity": "Urban population share", "typical_range": "Depends on reference date and the national definition of urban residence.", "unit": "percent" } ], "questions": [ { "id": "evidence-measurements-q01", "text": "Which of these typical measurements hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-failure-modes-and-hazards", "name": "Failure modes and hazards", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "Combining census counts, survey estimates and projections as though they refer to the same date and population.", "Undercounting mobile populations or relying on incomplete birth and death registration.", "Confusing nationality, birthplace, ethnicity and language.", "Comparing urban or administrative populations across changing boundaries or definitions.", "Treating national averages as representative of every region or social group." ], "questions": [ { "id": "evidence-failure-modes-and-hazards-q01", "text": "Which of these failure modes and hazards hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-regional-variation", "name": "Regional variation", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "Abidjan's metropolitan population requires distinction from its administrative population and from other urban settlements.", "Fertility, mortality, age composition and access to services can differ between urban and rural populations.", "Cross-border migration and internal movement affect population composition differently across regions." ], "questions": [ { "id": "evidence-regional-variation-q01", "text": "Which of these regional variation hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-neighbours", "name": "Neighbouring kinds and how to tell them apart", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ { "name": "Demography", "difference": "Demography supplies general theories and methods; this subject applies them to Côte d'Ivoire." }, { "name": "Population of Ivory Coast", "difference": "The population is the group of people being described; demographics are its statistical characteristics and processes." }, { "name": "Geography of Ivory Coast", "difference": "Geography includes physical environments and spatial relationships beyond population characteristics." }, { "name": "Demographics of West Africa", "difference": "The regional subject covers multiple countries; this subject is bounded by Côte d'Ivoire's population definitions and territory." } ], "questions": [ { "id": "evidence-neighbours-q01", "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of demographics of Ivory Coast this model covers, and on what evidence?", "kind": "provenance" } ] } ] } ] } ] }, "openQuestions": [ "Which Côte d'Ivoire census releases and methodological documents should anchor the model, and what coverage evaluations or revisions accompany them?", "Which administrative boundary crosswalks and urban definitions permit defensible comparisons over time, particularly for Abidjan?", "How consistently do available sources distinguish usual residence, citizenship, birthplace and recent migration?", "Which fertility and mortality indicators have sufficiently documented registration coverage or estimation uncertainty for comparison across periods?", "Which social-composition and displacement categories are directly measured, and where do classification changes or missing coverage leave questions unresolved?" ], "statistics": { "bundles": 5, "layers": 9, "findings": 17, "questions": 25 } }