{ "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-12T10:36:42Z", "providers": [ "Codex" ], "breadth": "recalled by Codex without web access - no source was read", "missingProviders": [], "pass": 2, "cost": { "grok": { "seconds": 18.2, "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: 01a0952f-abb0-7dd1-95b6-6849a46eb246\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: Islam in Niger\nSense to describe: (none recorded)\nDomain code: SOC.ORG\nAlso known as: (none)\n\n\nContext for this batch of 1001 things:\n# Batch 043: 1001 ", "usd": 0.0, "recall": true }, "codex": { "seconds": 78.9, "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: 01a0952f-abb8-7fb0-9e34-6c8592030f5a\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: Islam in Niger\nRegistry id: vr.tr.islam-in-niger\nPlane / domain: SOC / SOC.ORG\nRegistry definition: (none recorded)\nNames folded into this entry: (no" } }, "enrichment": { "pass": 3, "engine": "claude", "producedAt": "2026-10-06T12:00:00Z", "ingestedAt": "2026-10-06T08:44:37+00:00", "fields": [ "agent_conduct", "ethics", "failure_modes_and_hazards", "owners", "standards_and_regulation" ] }, "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-Q3087639", "registryId": "vr.tr.islam-in-niger", "name": "Islam in Niger", "version": "0.1.0-research.1", "entryKind": "thing", "family": "Thing Registry", "domain": [ "SOC.ORG" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q3087639/", "model": { "registry_id": "vr.tr.islam-in-niger", "name": "Islam in Niger", "purpose": "Enable an agent to recognise, document and assess Islamic religious life in Niger while distinguishing communities, authorities, practices and institutions without treating them as one organisation.", "definition": "Islam in Niger is the historically established and internally diverse religious tradition, comprising Muslim communities, beliefs, practices and institutions within Niger, rather than a single organisation.", "scope_statement": "This model owns the country-specific configuration of Islam in Niger: its communities, religious authority, institutions, practices, transmission and relationships with public life, with explicit geographic, temporal and evidential boundaries.", "in_scope": [ "Muslim communities and locally evidenced religious affiliations within Niger", "Mosques, religious associations, teachers and networks as participants in Niger's Islamic religious life", "Religious learning, worship, observance and community services in their local settings", "Relationships between Islamic authorities, state institutions and other religious communities", "Historical developments and cross-border connections that shape Islam within Niger" ], "out_of_scope": [ "Islamic theology and jurisprudence in general, except where local interpretation matters", "Niger's population, government and legal system as independently modelled things", "Individual mosques, schools and associations as complete organisational or physical models", "Islam in Nigeria or other countries except through evidenced connections to Niger", "Armed organisations and security incidents as standalone entities", "Private individuals' presumed religious identities or beliefs" ], "distinguishing_features": [ "The subject is Islamic religious life within Niger; evidence about Nigeria does not establish a claim about it.", "The subject comprises multiple communities and institutions rather than a single body with one membership register or governing authority.", "A local practice belongs here only when evidence connects it to Islamic meaning, participation or authority in the specified Nigerien setting.", "An institution's claim to represent Muslims must be distinguished from evidence of whom it actually represents.", "Cross-border activities belong here through their documented effects or participation within Niger, rather than through shared religious identity alone." ], "characteristics": [ { "name": "Geographic coverage", "kind": "category", "unit_or_values": "Named region, department, commune or settlement in Niger; national; cross-border connection", "why_it_matters": "Prevents observations from one locality being presented as conditions throughout Niger." }, { "name": "Evidence period", "kind": "state", "unit_or_values": "Observation date or date range; historical, current as of date, or undetermined", "why_it_matters": "Separates historical descriptions from present institutional and social conditions." }, { "name": "Religious identification", "kind": "category", "unit_or_values": "Locally evidenced self-designation, scholarly classification, contested designation or unknown", "why_it_matters": "Keeps community identities distinct from labels imposed by outside observers." }, { "name": "Population estimate", "kind": "measurement", "unit_or_values": "Persons or percentage, with denominator, geographic coverage, reference year, method and uncertainty", "why_it_matters": "Makes claims about Muslim population size assessable without implying uniform belief or practice." }, { "name": "Authority relationship", "kind": "relation", "unit_or_values": "Teaching, congregational leadership, spiritual affiliation, association representation or state recognition", "why_it_matters": "Distinguishes different grounds of religious influence and their actual constituencies." }, { "name": "Language of religious communication", "kind": "category", "unit_or_values": "Documented language or languages by teaching, preaching, textual or media setting", "why_it_matters": "Supports assessment of accessibility and prevents assumptions about language use across Niger." }, { "name": "Institutional operating condition", "kind": "state", "unit_or_values": "Active, interrupted, relocated, closed, disputed or unknown, as of a specified date", "why_it_matters": "Helps determine whether a documented institution can currently provide a claimed religious or community function." }, { "name": "Public authority relationship", "kind": "relation", "unit_or_values": "Documented registration, regulation, consultation, cooperation, dispute or no established relationship", "why_it_matters": "Separates religious legitimacy, legal standing and participation in public decision-making." } ], "affordances": [ "Locate relevant religious institutions and public contacts for a specified locality and purpose in Niger.", "Compare sourced accounts of local affiliations, practices and authority while preserving disagreements.", "Assess whether demographic or institutional evidence supports a local, regional or national claim.", "Identify suitable consultation and language requirements for engagement without presuming universal representation.", "Track changes in religious education, worship access and institutional operation over a defined period.", "Flag unsupported links between Muslim communities and security actors or events." ], "agent_conduct": { "may": [ "Describe Islam in Niger, its history, Sufi brotherhoods and diversity from reliable sources.", "Distinguish mainstream religious life from armed groups that claim religion." ], "must_not": [ "Conflate Nigerien Muslims or their institutions with armed insurgent groups.", "Speak for religious authorities on matters of doctrine or law.", "Profile individuals as extremists from religious practice." ], "requires_human": [ "Publishing content on religious leaders in political or security matters." ] }, "ethics": { "considerations": [ "Nearly all Nigeriens are Muslim, and insurgency in the Sahel brings risk of stigma for ordinary believers.", "Debates over religion and the secular state are sensitive and ongoing." ], "affected_parties": [ "Nigerien Muslims", "Religious minorities", "Communities affected by insurgency" ] }, "owners": { "steward": "The Muslim communities and their institutions; nobody owns a religion.", "master_systems": [] }, "failure_modes_and_hazards": [ "Security framing can stigmatize a whole population.", "Misinformation about religious leaders can provoke violence." ], "standards_and_regulation": [ "International Covenant on Civil and Political Rights, Article 18, United Nations, 1966." ], "what_it_is_for": [ "Islam in Niger is encountered through religious observance, education, community institutions and public life.", "Researchers and community organisations document its diverse traditions and local authorities to understand religious practice and social relationships." ], "facets_not_applicable": { "recognition": "A religious tradition has no definitive visual identity, and clothing, buildings or appearance cannot establish an individual's beliefs or affiliation." } }, "sources": [ { "id": "wikidata", "title": "Wikidata item Q3087639: Islam in Niger", "url": "https://www.wikidata.org/wiki/Q3087639", "url_status": "live", "what_it_supports": "identity and sense of the item", "checked_by": "wikidata-api" }, { "id": "wikipedia-en", "title": "Wikipedia: Islam in Niger", "url": "https://en.wikipedia.org/wiki/Islam_in_Niger", "url_status": "live", "what_it_supports": "general description of the item", "checked_by": "wikidata-api sitelink" } ], "structure": { "bundles": [ { "id": "territory-and-community-composition", "name": "Territory and community composition", "description": "Establishes which populations, places and periods a statement about Islam in Niger describes.", "rationale": "A national religious label can conceal local variation and can be confused with evidence about neighbouring Nigeria.", "layers": [ { "id": "geographic-and-temporal-boundaries", "name": "Geographic and temporal boundaries", "description": "Anchors evidence to locations within Niger and to identifiable observation periods.", "findings": [ { "id": "locality-before-national-generalisation", "name": "Locality before national generalisation", "description": "Record whether evidence concerns Niamey, another specified locality, several regions or Niger as a whole.", "questions": [ { "text": "Which places within Niger and which dates does this source actually cover?", "kind": "boundary", "id": "locality-before-national-generalisation-q01" }, { "text": "What supports extending this observation beyond the locality studied?", "kind": "provenance", "id": "locality-before-national-generalisation-q02" } ] } ] }, { "id": "population-and-identification", "name": "Population and identification", "description": "Separates population estimates from religious self-description and observed participation.", "findings": [ { "id": "counting-and-naming-communities", "name": "Counting and naming communities", "description": "Preserve the methods behind Muslim population estimates and the provenance of affiliation labels used in Niger.", "questions": [ { "text": "How was the Muslim population estimate obtained, and what year and denominator does it use?", "kind": "measurement", "id": "counting-and-naming-communities-q01" }, { "text": "Which religious designations are used by the community itself, and which come from researchers or authorities?", "kind": "definition", "id": "counting-and-naming-communities-q02" } ] } ] } ] }, { "id": "religious-authority-and-institutions", "name": "Religious authority and institutions", "description": "Maps how leadership, teaching authority and collective representation operate in Nigerien settings.", "rationale": "An agent needs to identify relevant interlocutors without mistaking prominence or official recognition for authority over all Muslims in Niger.", "layers": [ { "id": "leadership-and-affiliation", "name": "Leadership and affiliation", "description": "Documents the grounds, reach and contestation of religious authority.", "findings": [ { "id": "authority-has-a-constituency", "name": "Authority has a constituency", "description": "Record whom a leader serves and whether influence rests on learning, appointment, spiritual affiliation or another evidenced basis.", "questions": [ { "text": "Who recognises this person's religious authority, in which Nigerien locality or network?", "kind": "provenance", "id": "authority-has-a-constituency-q01" }, { "text": "Does that authority concern worship, teaching, spiritual guidance, mediation or public representation?", "kind": "boundary", "id": "authority-has-a-constituency-q02" } ] } ] }, { "id": "mosques-and-associations", "name": "Mosques and associations", "description": "Connects institutional participants to their local functions, governance and operating conditions.", "findings": [ { "id": "institutional-role-and-representation", "name": "Institutional role and representation", "description": "Distinguish a mosque congregation, a religious association and a wider network, linking to separate entity models where available.", "questions": [ { "text": "What religious or community functions does this institution demonstrably perform in Niger?", "kind": "definition", "id": "institutional-role-and-representation-q01" }, { "text": "What evidence establishes its leadership selection, legal standing and claimed constituency?", "kind": "provenance", "id": "institutional-role-and-representation-q02" } ] } ] } ] }, { "id": "learning-worship-and-everyday-practice", "name": "Learning, worship and everyday practice", "description": "Documents how Islamic knowledge and observance are sustained in particular communities within Niger.", "rationale": "General descriptions of Islam cannot establish local teaching arrangements, participation or interpretations of practice.", "layers": [ { "id": "religious-learning-and-language", "name": "Religious learning and language", "description": "Examines teaching settings, curricula, languages and relationships with other education pathways.", "findings": [ { "id": "locally-defined-learning-pathways", "name": "Locally defined learning pathways", "description": "Describe Qur'anic instruction and other Islamic education using locally verified institutional categories rather than assuming one school system.", "questions": [ { "text": "What distinguishes the religious teaching settings documented in this part of Niger?", "kind": "definition", "id": "locally-defined-learning-pathways-q01" }, { "text": "Which languages, texts and teaching practices are evidenced for each setting?", "kind": "provenance", "id": "locally-defined-learning-pathways-q02" } ] } ] }, { "id": "observance-and-community-participation", "name": "Observance and community participation", "description": "Records locally situated worship, festivals, life-cycle practices and access to participation.", "findings": [ { "id": "practice-and-access-in-context", "name": "Practice and access in context", "description": "Distinguish religious prescriptions, reported customs and observed practices, including differences in participation where documented.", "questions": [ { "text": "Which practices do participants identify as Islamic here, and where do interpretations differ?", "kind": "definition", "id": "practice-and-access-in-context-q01" }, { "text": "What local arrangements affect access to worship or learning across age, gender, disability or mobility circumstances?", "kind": "measurement", "id": "practice-and-access-in-context-q02" } ] } ] } ] }, { "id": "public-life-and-community-relations", "name": "Public life and community relations", "description": "Examines relationships with governing institutions, community services and other religious communities.", "rationale": "Decisions about engagement require dated evidence of legal conditions and actual relationships, without assigning state or security actions to religious populations.", "layers": [ { "id": "state-relations-and-public-rules", "name": "State relations and public rules", "description": "Separates applicable rules, administrative practice and religious actors' public positions.", "findings": [ { "id": "dated-rules-and-actual-treatment", "name": "Dated rules and actual treatment", "description": "Anchor claims about religious freedom, registration, preaching or schooling to the governing framework and implementation in Niger during the specified period.", "questions": [ { "text": "Which dated legal or administrative instruments apply to the activity under consideration in Niger?", "kind": "provenance", "id": "dated-rules-and-actual-treatment-q01" }, { "text": "What evidence shows how those instruments were implemented in the relevant locality?", "kind": "action", "id": "dated-rules-and-actual-treatment-q02" } ] } ] }, { "id": "services-coexistence-and-disputes", "name": "Services, coexistence and disputes", "description": "Documents charitable activity, mediation, interreligious relationships and specific disputes.", "findings": [ { "id": "specific-actors-and-supported-attribution", "name": "Specific actors and supported attribution", "description": "Attribute services, cooperation and disputes to evidenced participants rather than to Islam in Niger as a collective actor.", "questions": [ { "text": "Which named institutions or communities participate in this service, cooperation or dispute, and who benefits or is affected?", "kind": "provenance", "id": "specific-actors-and-supported-attribution-q01" }, { "text": "What consultation is needed before treating any participant as a representative of a wider religious population?", "kind": "action", "id": "specific-actors-and-supported-attribution-q02" } ] } ] } ] }, { "id": "historical-change-and-cross-border-connections", "name": "Historical change and cross-border connections", "description": "Explains documented developments within Niger and the external relationships relevant to them.", "rationale": "Present borders and national summaries can obscure historical geographies and religious connections while also encouraging unsupported claims of external influence.", "layers": [ { "id": "historical-trajectories", "name": "Historical trajectories", "description": "Tracks changes in communities, institutions and religious orientations across explicit periods.", "findings": [ { "id": "historical-geography-and-continuity", "name": "Historical geography and continuity", "description": "Identify the territory meant by historical accounts and distinguish documented continuity from retrospective institutional claims.", "questions": [ { "text": "Which historical places or political territories in the source overlap present-day Niger?", "kind": "boundary", "id": "historical-geography-and-continuity-q01" }, { "text": "What evidence supports the proposed dates and continuity of this community, institution or religious movement?", "kind": "provenance", "id": "historical-geography-and-continuity-q02" } ] } ] }, { "id": "transnational-religious-connections", "name": "Transnational religious connections", "description": "Records evidenced travel, study, pilgrimage, funding and media relationships that involve participants in Niger.", "findings": [ { "id": "connections-without-assumed-control", "name": "Connections without assumed control", "description": "Distinguish contact, affiliation, material support and decision-making influence in relationships with Nigeria and other countries.", "questions": [ { "text": "Which cross-border relationship is documented, between which participants, and during what period?", "kind": "provenance", "id": "connections-without-assumed-control-q01" }, { "text": "Does the evidence establish exchange, funding, affiliation or control, and what remains unproven?", "kind": "boundary", "id": "connections-without-assumed-control-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": [ "The SOC.ORG classification should not be interpreted as identifying a single legal entity.", "The broad affiliations listed overlap; their prevalence and local distribution require verification.", "No sources were consulted; demographic percentages, current legal provisions and institutional identifiers are deliberately omitted." ], "questions": [ { "id": "evidence-confidence-notes-q01", "text": "Which of these check these first hold for the sense of Islam in Niger 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": [ "Sunni Islam, predominantly associated with Maliki jurisprudence", "Sufi traditions, including the Tijaniyya and Qadiriyya orders", "Reformist currents, including the Izala movement" ], "questions": [ { "id": "evidence-kinds-q01", "text": "Which of these kinds and varieties hold for the sense of Islam in Niger 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": [ "Collective worship, religious festivals and life-cycle ceremonies", "Quranic education and the transmission of Islamic scholarship", "Religious guidance concerning family life, ethical conduct and communal obligations", "Charitable giving and mutual assistance" ], "questions": [ { "id": "evidence-real-world-use-q01", "text": "Which of these real-world use hold for the sense of Islam in Niger 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": [ "Treating Niger's Muslim population as a single institution with uniform beliefs or leadership", "Conflating ordinary religious communities with armed groups claiming Islamic authority", "Treating jurisprudential affiliation, Sufi affiliation and reformist orientation as mutually exclusive categories" ], "questions": [ { "id": "evidence-failure-modes-and-hazards-q01", "text": "Which of these failure modes and hazards hold for the sense of Islam in Niger 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": [ "Religious practices and scholarly networks vary across Hausa, Zarma-Songhai, Tuareg, Fulani and other communities; ethnicity does not determine religious affiliation.", "Cross-border religious networks connect Niger with neighbouring West African and Saharan societies." ], "questions": [ { "id": "evidence-regional-variation-q01", "text": "Which of these regional variation hold for the sense of Islam in Niger 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": "Islam", "difference": "Islam is the worldwide religious tradition; Islam in Niger concerns its particular historical and social presence within Niger." }, { "name": "Islam in Nigeria", "difference": "Nigeria is a separate country, although its Muslim communities have substantial historical and religious connections with those in Niger." }, { "name": "Muslim religious organisations in Niger", "difference": "Individual associations, mosque bodies and educational institutions have specific membership or governance; Islam in Niger encompasses a broader religious population and tradition." } ], "questions": [ { "id": "evidence-neighbours-q01", "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of Islam in Niger this model covers, and on what evidence?", "kind": "provenance" } ] } ] } ] } ] }, "openQuestions": [ "Which reliable demographic sources establish Muslim identification in Niger, and how much regional detail and methodological transparency do they provide?", "Which religious affiliations and authority networks are locally attested, and where do self-descriptions differ from external classifications?", "What legal and administrative framework currently governs Islamic associations, preaching and religious education in Niger, and how does implementation vary?", "How do religious learning, worship access and everyday practice differ between documented urban, rural and mobile communities?", "Which historical and cross-border connections have demonstrable effects on religious life within Niger, and which claims of influence remain disputed?" ], "statistics": { "bundles": 6, "layers": 11, "findings": 16, "questions": 26 } }