{ "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-13T07:07:43Z", "providers": [ "Claude" ], "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify", "pass": 2, "wave": 3, "engine": "claude", "enrichment": { "pass": 3, "engine": "claude", "producedAt": "2026-10-06T10:00:00Z", "ingestedAt": "2026-10-06T07:09:14+00:00", "fields": [ "agent_conduct", "ethics", "owners" ] }, "revisions": [ { "at": "2026-10-06T22:32:17+00:00", "engine": "codex", "fields": [ "agent_conduct", "definition", "distinguishing_features", "ethics", "purpose", "visual_identification" ], "answering_review": "dd4bdfb7332dee3f5e4729245fddb344e067be48faba51876df2241af5b267cb" } ], "gate": { "passed": true, "version": "1.0", "at": "2026-10-07T10:10:25+00:00", "evidence": [ "completeness 1.00", "sense: Wikidata description", "2 live sources", "review by codex: pass" ] } }, "metaModel": { "id": "THING-Q1230584", "registryId": "vr.tr.diversity", "name": "diversity", "version": "0.2.0-wave.3", "entryKind": "thing", "family": "Thing Registry", "domain": [ "XCT.QLT" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q1230584/", "model": { "registry_id": "vr.tr.diversity", "name": "diversity", "purpose": "Let an agent explain diversity as a sociological and political concept, relay social research and measures with attribution, describe policy debates neutrally, and distinguish diversity from equality, inclusion and variety in everyday speech.", "definition": "Diversity is the presence of differences in social characteristics, identities, backgrounds and perspectives within a population, group or institution, including gender, religion, ethnicity, ability and thought; in sociology and political studies it includes the study of migration-shaped superdiversity, representation and organisational diversity policies.", "what_it_is_for": "Not applicable; a quality.", "affordances": [ "explain the concept and domains", "relay measures and research", "describe debates", "distinguish related concepts" ], "distinguishing_features": [ "Diversity concerns differences within social groups and institutions.", "Social diversity can be measured using explicitly defined characteristics and methods.", "Diversity is contested in political debate.", "Diversity informs policies on representation and participation." ], "appearance": "Not a visible object; variation within a set.", "visual_identification": [ "Diversity describes differences in social characteristics, backgrounds and perspectives.", "Examples include gender, religious and intellectual diversity and migration-shaped superdiversity.", "Equality concerns fair treatment, inclusion concerns participation, and variety is an everyday term." ], "physical_properties": [ { "quantity": "ecological indices", "typical_range": "Shannon and Simpson", "unit": "list", "note": "" }, { "quantity": "superdiversity coined", "typical_range": "2007", "unit": "year", "note": "Steven Vertovec" } ], "families_and_kinds": [ "biodiversity and species diversity", "genetic, allelic and transcriptional diversity", "cultural, religious and linguistic diversity", "gender and demographic diversity", "intellectual and viewpoint diversity", "superdiversity in migration studies", "workforce diversity and inclusion" ], "related_models": [ { "relation": "is a kind of", "target": "quality", "why": "in registry terms" }, { "relation": "is measured by", "target": "diversity index", "why": "in ecology" }, { "relation": "is paired with", "target": "inclusion", "why": "in organisational policy" }, { "relation": "is contrasted with", "target": "homogeneity", "why": "lack of variation" } ], "identifiers": [], "standards_and_regulation": [ "Anti-discrimination and equality laws", "Corporate reporting requirements on diversity in some jurisdictions", "Biodiversity conventions" ], "failure_modes_and_hazards": [ "Conflating domains", "Partisan framing of diversity policy", "Registry aliases spanning biology and society" ], "in_scope": [], "out_of_scope": [], "characteristics": [], "agent_conduct": { "may": [ "Explain diversity in its sociological and political sense.", "Report measured social diversity in a population or workforce with the method and source." ], "must_not": [ "Present a partisan view of diversity policy as settled fact.", "Infer a person's ethnicity, religion, disability or orientation to count them without consent.", "Use biological diversity findings to rank human groups.", "Use diversity data to exclude or target individuals." ], "requires_human": [ "Collecting or publishing sensitive diversity data about named people or small groups requires human review." ] }, "ethics": { "considerations": [ "Data about personal characteristics can protect people from discrimination or expose them to it." ], "affected_parties": [ "Minority groups are affected by diversity policies and representations.", "Employees and students are affected by institutional diversity policies." ] }, "owners": { "steward": "Nobody owns the quality; each organisation answers for its own diversity data.", "master_systems": [] } }, "sources": [ { "id": "wikidata", "title": "Wikidata item Q1230584: diversity", "url": "https://www.wikidata.org/wiki/Q1230584", "url_status": "live", "what_it_supports": "identity and sense of the item", "checked_by": "wikidata-api" }, { "id": "wikipedia-en", "title": "Wikipedia: Diversity (politics)", "url": "https://en.wikipedia.org/wiki/Diversity_%28politics%29", "url_status": "live", "what_it_supports": "general description of the item", "checked_by": "wikidata-api sitelink" } ], "structure": { "bundles": [ { "id": "understand", "name": "Understand", "description": "What diversity is.", "rationale": "Definition.", "layers": [ { "id": "definition", "name": "Definition", "description": "Definition.", "findings": [ { "id": "definition-finding", "name": "Definition", "description": "Definition.", "questions": [ { "text": "What is diversity, and how does it differ from equality, inclusion and variety?", "kind": "definition" }, { "text": "Is the question about biology, society, organisations or politics?", "kind": "boundary" } ] } ] }, { "id": "domains", "name": "Domains", "description": "Domains.", "findings": [ { "id": "domains-finding", "name": "Domains", "description": "Domains.", "questions": [ { "text": "What are genetic, allelic and transcriptional diversity, gender and religious diversity, intellectual diversity and superdiversity?", "kind": "definition" }, { "text": "Which entry fits the specific domain?", "kind": "action" } ] } ] } ] }, { "id": "science", "name": "Science", "description": "Science.", "rationale": "Science.", "layers": [ { "id": "measures", "name": "Measures", "description": "Measures.", "findings": [ { "id": "measures-finding", "name": "Measures", "description": "Measures.", "questions": [ { "text": "How is diversity measured in ecology and genetics?", "kind": "provenance" }, { "text": "Which references are standard?", "kind": "provenance" } ] } ] }, { "id": "research", "name": "Research", "description": "Social research.", "findings": [ { "id": "research-finding", "name": "Research", "description": "Research.", "questions": [ { "text": "What does research say about diversity effects in teams and societies, with findings attributed?", "kind": "provenance" }, { "text": "Which sources are cited?", "kind": "provenance" } ] } ] } ] }, { "id": "policy", "name": "Policy", "description": "Policy and debate.", "rationale": "Attribution.", "layers": [ { "id": "policy", "name": "Policy", "description": "Policy.", "findings": [ { "id": "policy-finding", "name": "Policy", "description": "Policy.", "questions": [ { "text": "How do organisations and governments pursue diversity, and what laws apply?", "kind": "provenance" }, { "text": "Which entry fits diversity, equity and inclusion?", "kind": "action" } ] } ] }, { "id": "debates", "name": "Debates", "description": "Debates.", "findings": [ { "id": "debates-finding", "name": "Debates", "description": "Debates.", "questions": [ { "text": "What debates surround diversity policy, with positions attributed?", "kind": "provenance" }, { "text": "Is the presentation neutral?", "kind": "boundary" } ] } ] } ] }, { "id": "context", "name": "Context", "description": "History and cities.", "rationale": "Context.", "layers": [ { "id": "superdiversity", "name": "Superdiversity", "description": "Superdiversity.", "findings": [ { "id": "superdiversity-finding", "name": "Superdiversity", "description": "Superdiversity.", "questions": [ { "text": "What is superdiversity, and how does it describe migration-shaped cities?", "kind": "provenance" }, { "text": "Which entry fits migration studies?", "kind": "action" } ] } ] }, { "id": "history", "name": "History", "description": "History.", "findings": [ { "id": "history-finding", "name": "History", "description": "History.", "questions": [ { "text": "How has the concept of diversity developed in science and society?", "kind": "provenance" }, { "text": "Which entry fits the history of multiculturalism?", "kind": "action" } ] } ] } ] } ] }, "openQuestions": [ "Should biodiversity, genetic diversity and workforce diversity be separate primary entries?", "How should scientific and social sources be linked?", "The registry entry has merged aliases from unrelated domains; should they be split off?" ], "statistics": { "bundles": 4, "layers": 8, "findings": 8, "questions": 16 } }