{
    "model": {
        "rank": 6605,
        "code": "thing-q221284",
        "model_id": "vr.tr.conformity",
        "name": "conformity",
        "purpose": "Enable an AI agent to recognise, assess and respond to conformity by recording whose conduct or judgment aligns with which social reference, under what influence, and with what evidence.",
        "family": "Thing Registry",
        "category": "Activities and processes",
        "status": "research-draft",
        "kind": "thing",
        "plane": "ACT",
        "domain": "ACT.ACT",
        "industry": "",
        "version": "",
        "url": "/models/thing/q221284/",
        "tier": 2,
        "score": 59,
        "payload": {
            "layer": "wikidata",
            "aliases": [
                "political conformism",
                "normativity",
                "social proof",
                "normopathy",
                "Fighting Bull Genealogical book",
                "allonormativity",
                "cisnormativity",
                "ritualism",
                "arophobia"
            ],
            "aliasCount": 9,
            "merged": 9,
            "knownIn": 59,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q221284",
                "url": "https://www.wikidata.org/wiki/Q221284",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-09T23:07:07Z",
                "providers": [
                    "Codex"
                ],
                "breadth": "recalled by Codex without web access - no source was read",
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "seconds": 18.5,
                        "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: 01a0886b-d3fd-78c0-9694-1c02fa0eaa77\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: conformity\nSense to describe: (none recorded)\nDomain code: ACT.ACT\nAlso known as: (none)\n\n\nContext for this batch of 1001 things:\n# Batch 007: 1001 regi",
                        "usd": 0,
                        "recall": true
                    },
                    "codex": {
                        "seconds": 65,
                        "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: 01a0886b-d407-70d3-aeac-dd16b2d09622\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: conformity\nRegistry id: vr.tr.conformity\nPlane / domain: ACT / ACT.ACT\nRegistry definition: (none recorded)\nNames folded into this entry: (none)\n\n\nCo"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q221284",
                "registryId": "vr.tr.conformity",
                "name": "conformity",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "ACT.ACT"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q221284/",
            "model": {
                "registry_id": "vr.tr.conformity",
                "name": "conformity",
                "purpose": "Enable an AI agent to recognise, assess and respond to conformity by recording whose conduct or judgment aligns with which social reference, under what influence, and with what evidence.",
                "definition": "In social psychology, conformity is the adjustment of a person's judgments, beliefs, or behavior toward a group norm or position in response to real or perceived social influence.",
                "scope_statement": "This draft models conformity as the alignment or movement of an actor's conduct, expressed judgment or private belief toward a perceived group norm, while keeping descriptive similarity distinct from demonstrated social influence; this interpretation remains provisional because the registry supplies no definition.",
                "in_scope": [
                    "Episodes and patterns of alignment with perceived group norms",
                    "Reference groups, actual norms and actors' perceptions of those norms",
                    "Competing definitions of conformity as observable alignment or socially induced change",
                    "Public agreement, private acceptance and differences between them",
                    "Evidence for normative influence, informational influence and alternative explanations",
                    "Persistence, consequences and options for independent judgment or dissent"
                ],
                "out_of_scope": [
                    "Technical conformity of products or processes to specifications",
                    "Legal compliance and formal conformity assessment",
                    "Obedience to direct authority except where it overlaps with group influence",
                    "Imitation or behavioural synchrony without evidence of a relevant social norm",
                    "The complete formation and governance of social norms",
                    "Stable personality descriptions inferred from isolated acts of agreement"
                ],
                "distinguishing_features": [
                    "Identify a group norm or perceived group position: similarity without a social reference is insufficient to establish conformity.",
                    "Separate alignment from influence: an actor who independently reaches the same judgment need not have conformed.",
                    "Check whether the immediate influence is a group position, an explicit request or an authority's command before distinguishing conformity, compliance and obedience.",
                    "Compare public expression with privately reported judgment; outward agreement alone does not establish private acceptance.",
                    "Test whether the actor follows people or a technical specification; specification fulfilment belongs to a different sense of conformity."
                ],
                "characteristics": [
                    {
                        "name": "Definition adopted",
                        "kind": "category",
                        "unit_or_values": "descriptive alignment | socially induced change | other attributed definition | unresolved",
                        "why_it_matters": "Determines whether matching a group counts as conformity without evidence of changed judgment or conduct."
                    },
                    {
                        "name": "Reference group",
                        "kind": "relation",
                        "unit_or_values": "actor linked to the group or subgroup whose position is relevant, with context and time",
                        "why_it_matters": "An actor can conform to one group while departing from another."
                    },
                    {
                        "name": "Norm representation",
                        "kind": "category",
                        "unit_or_values": "perceived typical conduct | perceived approval or expectation | both | unclear",
                        "why_it_matters": "What others do and what they approve can point in different directions."
                    },
                    {
                        "name": "Alignment change",
                        "kind": "measurement",
                        "unit_or_values": "change from baseline in task-specific distance to the reference position; scale and direction recorded",
                        "why_it_matters": "Makes movement toward a group distinguishable from agreement that already existed."
                    },
                    {
                        "name": "Public and private alignment",
                        "kind": "state",
                        "unit_or_values": "public only | private only | both | neither | not established",
                        "why_it_matters": "Prevents observed agreement from being treated as evidence of internal conviction."
                    },
                    {
                        "name": "Influence explanation",
                        "kind": "category",
                        "unit_or_values": "acceptance or sanction concerns | reliance on others as evidence | identity or affiliation | mixed | alternative explanation | unknown",
                        "why_it_matters": "Similar behaviour can arise through different processes and require different responses."
                    },
                    {
                        "name": "Influence evidence",
                        "kind": "category",
                        "unit_or_values": "cross-sectional association | temporal sequence | actor account | comparative evidence | experimental evidence | insufficient",
                        "why_it_matters": "Constrains how strongly the agent may attribute alignment to group influence."
                    },
                    {
                        "name": "Persistence after influence changes",
                        "kind": "state",
                        "unit_or_values": "persists | weakens | reverses | varies by context | unobserved",
                        "why_it_matters": "Distinguishes situational agreement from alignment that continues beyond the original audience or pressure."
                    }
                ],
                "affordances": [
                    "Classify a candidate episode using an explicit definition of conformity and a stated evidence threshold.",
                    "Map competing reference groups and identify which perceived norm the actor follows.",
                    "Compare baseline, public and private judgments without treating missing private evidence as agreement.",
                    "Evaluate rival explanations for alignment and identify observations that would distinguish them.",
                    "Assess whether confidential input, independent assessment or protected dissent would improve the decision process.",
                    "Track whether alignment persists when the audience, incentives or available information changes."
                ]
            },
            "sources": [],
            "structure": {
                "bundles": [
                    {
                        "id": "meaning-and-boundaries",
                        "name": "Meaning and boundaries",
                        "description": "Establish which sense and definition of conformity governs the assessment.",
                        "rationale": "The term can describe mere correspondence, social influence or specification fulfilment, with different requirements for recognising an instance.",
                        "layers": [
                            {
                                "id": "definition-and-attribution",
                                "name": "Definition and attribution",
                                "description": "Record competing definitions and the sources or traditions that use them.",
                                "findings": [
                                    {
                                        "id": "alignment-or-induced-change",
                                        "name": "Alignment or induced change",
                                        "description": "A candidate episode must be assessed against an explicit choice between conformity as alignment and conformity as a response to social influence.",
                                        "questions": [
                                            {
                                                "text": "Does the adopted definition require movement caused by group influence, or only correspondence with a group norm?",
                                                "kind": "definition",
                                                "id": "alignment-or-induced-change-q01"
                                            },
                                            {
                                                "text": "Which author, research tradition or operational protocol supplies that definition, and which alternatives does it exclude?",
                                                "kind": "provenance",
                                                "id": "alignment-or-induced-change-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "neighbouring-processes",
                                "name": "Neighbouring processes",
                                "description": "Distinguish group-related conformity from processes that can produce similar outward conduct.",
                                "findings": [
                                    {
                                        "id": "source-of-direction",
                                        "name": "Source of direction",
                                        "description": "Identify whether conduct follows a group position, a direct request, an authority command, independent evidence or a specification.",
                                        "questions": [
                                            {
                                                "text": "What makes this episode conformity rather than independent agreement, imitation, compliance or obedience?",
                                                "kind": "boundary",
                                                "id": "source-of-direction-q01"
                                            },
                                            {
                                                "text": "If several processes overlap, what evidence supports retaining conformity as one of the explanations?",
                                                "kind": "provenance",
                                                "id": "source-of-direction-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "group-and-norm-reference",
                        "name": "Group and norm reference",
                        "description": "Locate the social reference toward which the actor aligns.",
                        "rationale": "Conformity cannot be interpreted without specifying whose conduct or expectations matter to the actor.",
                        "layers": [
                            {
                                "id": "reference-group-selection",
                                "name": "Reference group selection",
                                "description": "Identify relevant groups, membership relations and competing affiliations.",
                                "findings": [
                                    {
                                        "id": "whose-position-counts",
                                        "name": "Whose position counts",
                                        "description": "The relevant reference may be a local majority, valued subgroup or group the actor seeks to join.",
                                        "questions": [
                                            {
                                                "text": "Which group's position does the actor attend to, and what evidence identifies that group as the reference?",
                                                "kind": "provenance",
                                                "id": "whose-position-counts-q01"
                                            },
                                            {
                                                "text": "Would the same act count as conformity to one relevant group and dissent from another?",
                                                "kind": "boundary",
                                                "id": "whose-position-counts-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "perceived-and-observed-norms",
                                "name": "Perceived and observed norms",
                                "description": "Separate what the actor thinks the group does or approves from evidence about the group.",
                                "findings": [
                                    {
                                        "id": "norm-content-and-misperception",
                                        "name": "Norm content and misperception",
                                        "description": "Record the target conduct or judgment, its perceived prevalence or approval, and any discrepancy with observed group positions.",
                                        "questions": [
                                            {
                                                "text": "Is the actor responding to what others usually do, what they approve, or both?",
                                                "kind": "definition",
                                                "id": "norm-content-and-misperception-q01"
                                            },
                                            {
                                                "text": "How were perceived and actual group positions measured, including disagreement concealed by public responses?",
                                                "kind": "measurement",
                                                "id": "norm-content-and-misperception-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "influence-and-alternatives",
                        "name": "Influence and alternatives",
                        "description": "Assess why alignment occurs without assigning motives from behaviour alone.",
                        "rationale": "The same outward agreement may reflect social acceptance concerns, reliance on others' information or causes unrelated to conformity.",
                        "layers": [
                            {
                                "id": "candidate-influence-processes",
                                "name": "Candidate influence processes",
                                "description": "Represent potentially overlapping explanations for the actor's response to the group.",
                                "findings": [
                                    {
                                        "id": "acceptance-information-and-identification",
                                        "name": "Acceptance, information and identification",
                                        "description": "Treat approval seeking, sanction avoidance, informational reliance and affiliation as hypotheses whose relevance must be established.",
                                        "questions": [
                                            {
                                                "text": "What evidence distinguishes concern about acceptance or sanctions from reliance on the group's judgment as information?",
                                                "kind": "provenance",
                                                "id": "acceptance-information-and-identification-q01"
                                            },
                                            {
                                                "text": "Does identification with the group explain additional alignment, and how would that explanation be tested?",
                                                "kind": "measurement",
                                                "id": "acceptance-information-and-identification-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "causal-discrimination",
                                "name": "Causal discrimination",
                                "description": "Compare social influence with selection, shared evidence and pre-existing agreement.",
                                "findings": [
                                    {
                                        "id": "agreement-without-conformity",
                                        "name": "Agreement without conformity",
                                        "description": "Shared positions alone leave open whether the group influenced the actor or similar actors selected the same group.",
                                        "questions": [
                                            {
                                                "text": "What baseline or comparison separates group influence from prior agreement, common information or selection into the group?",
                                                "kind": "measurement",
                                                "id": "agreement-without-conformity-q01"
                                            },
                                            {
                                                "text": "What observation would weaken the conformity explanation even if the actor still agrees with the group?",
                                                "kind": "boundary",
                                                "id": "agreement-without-conformity-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "expression-and-measurement",
                        "name": "Expression and measurement",
                        "description": "Make the observable form and degree of conformity assessable.",
                        "rationale": "A model must distinguish what an actor says, does and privately accepts while exposing the limits of the measurement.",
                        "layers": [
                            {
                                "id": "public-private-relationship",
                                "name": "Public-private relationship",
                                "description": "Compare expressed positions, enacted behaviour and evidence about private judgment.",
                                "findings": [
                                    {
                                        "id": "outward-agreement-and-acceptance",
                                        "name": "Outward agreement and acceptance",
                                        "description": "Record public agreement independently of private acceptance, preserving unknowns where private judgment is unavailable.",
                                        "questions": [
                                            {
                                                "text": "Which public statements or actions align with the group, and what separately supports a claim about private acceptance?",
                                                "kind": "measurement",
                                                "id": "outward-agreement-and-acceptance-q01"
                                            },
                                            {
                                                "text": "Could audience visibility, confidentiality concerns or demand cues distort the reported private judgment?",
                                                "kind": "boundary",
                                                "id": "outward-agreement-and-acceptance-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "operationalisation-and-baseline",
                                "name": "Operationalisation and baseline",
                                "description": "Specify how conformity is counted or scaled in this task.",
                                "findings": [
                                    {
                                        "id": "degree-of-movement",
                                        "name": "Degree of movement",
                                        "description": "Measure alignment using a declared baseline, reference position, response scale and observation window.",
                                        "questions": [
                                            {
                                                "text": "Is conformity operationalised as a changed answer, reduced distance from the group, adoption frequency or another task-specific measure?",
                                                "kind": "measurement",
                                                "id": "degree-of-movement-q01"
                                            },
                                            {
                                                "text": "What threshold distinguishes meaningful movement from measurement noise or a response that already matched the group?",
                                                "kind": "measurement",
                                                "id": "degree-of-movement-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "persistence-and-response",
                        "name": "Persistence and response",
                        "description": "Track how conformity changes and determine what responses are justified by the situation.",
                        "rationale": "Assessing conformity requires understanding its durability and consequences without presuming that agreement is either beneficial or harmful.",
                        "layers": [
                            {
                                "id": "context-and-duration",
                                "name": "Context and duration",
                                "description": "Follow alignment across changes in audience, group composition and information.",
                                "findings": [
                                    {
                                        "id": "alignment-after-pressure-changes",
                                        "name": "Alignment after pressure changes",
                                        "description": "Record whether the actor maintains or revises the position when the original social conditions no longer apply.",
                                        "questions": [
                                            {
                                                "text": "Does alignment persist after the audience, anticipated sanctions or group consensus changes?",
                                                "kind": "measurement",
                                                "id": "alignment-after-pressure-changes-q01"
                                            },
                                            {
                                                "text": "What follow-up period and contexts are sufficient to assess persistence without assuming internalisation?",
                                                "kind": "measurement",
                                                "id": "alignment-after-pressure-changes-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "consequences-and-independent-judgment",
                                "name": "Consequences and independent judgment",
                                "description": "Assess effects on decision quality, coordination and the actor's ability to disagree.",
                                "findings": [
                                    {
                                        "id": "proportionate-response-to-conformity",
                                        "name": "Proportionate response to conformity",
                                        "description": "Choose responses using evidence about consequences, available alternatives and the practical costs of dissent.",
                                        "questions": [
                                            {
                                                "text": "What evidence shows that this alignment improves coordination or accuracy, suppresses relevant disagreement, or has mixed effects?",
                                                "kind": "measurement",
                                                "id": "proportionate-response-to-conformity-q01"
                                            },
                                            {
                                                "text": "Would confidential judgments, independent evidence review or protected dissent address the observed problem, and who can authorise that change?",
                                                "kind": "action",
                                                "id": "proportionate-response-to-conformity-q02"
                                            },
                                            {
                                                "text": "What social or material consequences could the actor face for declining to conform?",
                                                "kind": "boundary",
                                                "id": "proportionate-response-to-conformity-q03"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "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": [
                                            "No sense is recorded; this description assumes social-psychological conformity. The registry's intended meaning should be checked.",
                                            "The listed kinds distinguish mechanisms and outcomes and are not mutually exclusive categories.",
                                            "This is a recall-based account without source consultation; operational definitions and cross-cultural claims require verification."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-confidence-notes-q01",
                                                "text": "Which of these check these first hold for the sense of conformity 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": [
                                            "Normative conformity, motivated by gaining acceptance or avoiding rejection",
                                            "Informational conformity, arising from treating others as evidence about what is correct",
                                            "Public compliance without private acceptance",
                                            "Private acceptance or internalization of the group's position"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of conformity 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": [
                                            "Studying majority influence through Asch-type judgment experiments",
                                            "Explaining the adoption and maintenance of social norms",
                                            "Examining peer influence in schools, workplaces, and communities",
                                            "Designing interventions that communicate what others do or approve of",
                                            "Analyzing how group pressure affects collective decisions"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of conformity 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": "Responses agreeing with an experimentally presented majority",
                                                "typical_range": "0-100; observed values depend on task and experimental conditions",
                                                "unit": "percent of eligible responses"
                                            },
                                            {
                                                "quantity": "Change in judgment toward a group position",
                                                "typical_range": "No universal range; determined by the response scale and baseline",
                                                "unit": "task-specific scale units"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-measurements-q01",
                                                "text": "Which of these typical measurements hold for the sense of conformity 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": [
                                            "Agreement caused by shared evidence can be mistaken for conformity.",
                                            "Public agreement can conceal persistent private disagreement.",
                                            "Conformity can spread errors or sustain harmful norms.",
                                            "Suppression of dissent can impair error detection in groups.",
                                            "Laboratory estimates may not generalize to consequential everyday decisions."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of conformity 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": [
                                            "Cross-cultural research reports variation in conformity associated with individualism and collectivism, but these associations do not establish uniform national traits.",
                                            "Group membership, status, task, and local norms can alter conformity within the same society."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-regional-variation-q01",
                                                "text": "Which of these regional variation hold for the sense of conformity 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": "Compliance",
                                                "difference": "Compliance concerns responding to a request; conformity can occur without anyone making a request."
                                            },
                                            {
                                                "name": "Obedience",
                                                "difference": "Obedience concerns responding to an authority's command; conformity concerns alignment with a group norm or position."
                                            },
                                            {
                                                "name": "Social influence",
                                                "difference": "Social influence includes many effects of others on a person; conformity specifically involves movement toward a group norm or position."
                                            },
                                            {
                                                "name": "Groupthink",
                                                "difference": "Groupthink describes a proposed pattern of defective group decision-making associated with concurrence seeking; conformity can occur outside decision-making groups."
                                            },
                                            {
                                                "name": "Conformity to requirements",
                                                "difference": "In quality management and conformity assessment, conformity means fulfillment of specified requirements, regardless of social pressure."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of conformity this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Does vr.tr.conformity denote social conformity, general correspondence or technical conformity, and what original registry provenance resolves this?",
                "Which research traditions require socially induced change and which accept descriptive alignment, and how should their definitions coexist in the model?",
                "Which validated operationalisations distinguish public agreement, private acceptance and behavioural adoption across relevant contexts?",
                "How should identification-based explanations relate to normative and informational influence without assuming mutually exclusive mechanisms?",
                "What evidence thresholds permit assessment of conformity in natural settings where baseline judgments, private beliefs and actual group norms are unavailable?"
            ],
            "statistics": {
                "bundles": 6,
                "layers": 11,
                "findings": 17,
                "questions": 28
            }
        },
        "draft": {
            "generator": "vr.draft.v3",
            "status": "draft-generated",
            "researched": false,
            "archetype": "abstract concept",
            "method": "Written from the archetype playbook - what this kind of thing needs beyond identity and provenance - and from the structure that recurred across 6,333 models already researched by two engines. Applied to this entry by rule. No source was read for this thing and no claim here is researched. This entry carries no facets of its own, so they were inferred from its domain - a guess about a whole domain applied to one thing.",
            "facetsInferred": true,
            "nextPass": "A researcher replaces this draft with a sourced specification. Treat every sentence below as a proposal to argue with.",
            "purpose": "Give an agent a durable, checkable way to recognise a conformity, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise, assess and respond to conformity by recording whose conduct or judgment aligns with which social reference, under what influence, and with what evidence.",
            "characteristics": {
                "substance": "activity",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Names folded into this entry, which a task may need to split apart again: political conformism, normativity, social proof, normopathy, Fighting Bull Genealogical book, allonormativity, cisnormativity, ritualism, arophobia.",
                "9 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.",
                "Described in 59 Wikipedia languages, which is a measure of how widely the thing is known, not of how important it is."
            ],
            "openQuestionsForResearch": [
                "Which of the bundles below does a real task actually need, and which are ceremony?",
                "What does this thing have that the facets do not capture at all?",
                "Which neighbouring kind is most often confused with a conformity, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "something that happens over time",
            "physicalCharacter": [
                "Does nothing on its own; everything it does, something else did to it.",
                "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing."
            ],
            "whatCanBeDoneWithIt": [
                "observe it, measure it, record its state"
            ],
            "howItIsRecognised": [
                "Nothing to see. What is recognised is an instance of it, and which instances count is exactly what is argued about."
            ],
            "relatedModels": [
                {
                    "relation": "covers",
                    "note": "Finer kinds folded into this entry because telling them apart needs a task that asks for it. Each is a model waiting to be split out when one does.",
                    "targets": [
                        "political conformism",
                        "normativity",
                        "social proof",
                        "normopathy",
                        "Fighting Bull Genealogical book",
                        "allonormativity",
                        "cisnormativity",
                        "ritualism",
                        "arophobia"
                    ]
                }
            ],
            "standing": "Described in 59 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 9 finer distinctions are held inside this entry as names rather than as separate models.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one conformity from another, and a conformity from things that resemble it.",
                        "rationale": "Recognition comes before every other claim. Without stable identity nothing else in the model can be trusted to be about the same thing twice.",
                        "layers": [
                            {
                                "id": "naming-and-identifiers",
                                "name": "Names and identifiers",
                                "description": "The names this thing goes by and the identifiers that survive translation and time.",
                                "findings": [
                                    {
                                        "id": "preferred-name-and-aliases",
                                        "name": "Preferred name, aliases and local names",
                                        "description": "Which name to use, which names mean the same thing, and which merely sound similar.",
                                        "questions": [
                                            {
                                                "id": "preferred-name-and-aliases-q01",
                                                "text": "What identifies and describes the name of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q02",
                                                "text": "Who or what asserted this about the name of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q03",
                                                "text": "What may an agent decide or do once the name of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "stable-identifiers",
                                        "name": "Stable identifiers and external keys",
                                        "description": "Identifiers that keep pointing at this kind of thing across systems and languages.",
                                        "questions": [
                                            {
                                                "id": "stable-identifiers-q01",
                                                "text": "What identifies and describes an identifier for a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q02",
                                                "text": "Who or what asserted this about an identifier for a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q03",
                                                "text": "What may an agent decide or do once an identifier for a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "classification-and-granularity",
                                "name": "Classification and granularity",
                                "description": "Where a conformity sits among kinds, and how finely a task needs to cut it.",
                                "findings": [
                                    {
                                        "id": "kind-and-parents",
                                        "name": "Kind, parents and neighbouring kinds",
                                        "description": "The classes this thing belongs to and the ones it is next to.",
                                        "questions": [
                                            {
                                                "id": "kind-and-parents-q01",
                                                "text": "What identifies and describes the kind of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q02",
                                                "text": "Who or what asserted this about the kind of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q03",
                                                "text": "What may an agent decide or do once the kind of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "distinguishing-features",
                                        "name": "Distinguishing features",
                                        "description": "What separates a conformity from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q02",
                                                "text": "Who or what asserted this about what distinguishes a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q03",
                                                "text": "What may an agent decide or do once what distinguishes a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "state-and-lifecycle",
                        "name": "State and lifecycle",
                        "description": "The states a conformity passes through and the events that move it between them.",
                        "rationale": "Most decisions about a thing depend on what state it is in now, which is a claim with a time on it, not a property.",
                        "layers": [
                            {
                                "id": "lifecycle-stages",
                                "name": "Lifecycle stages",
                                "description": "From coming into existence to ceasing to be one of these.",
                                "findings": [
                                    {
                                        "id": "stages-and-transitions",
                                        "name": "Stages and transitions",
                                        "description": "The stages worth naming and what moves a conformity between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q02",
                                                "text": "Who or what asserted this about the lifecycle of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q03",
                                                "text": "What may an agent decide or do once the lifecycle of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "observations-and-status",
                                "name": "Observations and current status",
                                "description": "What is observed about a conformity, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a conformity is recorded so that it can be superseded rather than overwritten.",
                                        "questions": [
                                            {
                                                "id": "observation-record-q01",
                                                "text": "What identifies and describes an observation of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q02",
                                                "text": "Who or what asserted this about an observation of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q03",
                                                "text": "What may an agent decide or do once an observation of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "process-and-outcome",
                        "name": "Process, inputs and outcome",
                        "description": "How a conformity proceeds, what it needs and what it leaves behind.",
                        "rationale": "An activity is known by its steps and its results, and both have to be recordable while it is still running.",
                        "layers": [
                            {
                                "id": "steps-and-sequence",
                                "name": "Steps and sequence",
                                "description": "The steps of a conformity, their order and what may run in parallel.",
                                "findings": [
                                    {
                                        "id": "steps-and-preconditions",
                                        "name": "Steps, preconditions and completion",
                                        "description": "What has to be true before each step of a conformity and what marks it done.",
                                        "questions": [
                                            {
                                                "id": "steps-and-preconditions-q01",
                                                "text": "What identifies and describes a step of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q02",
                                                "text": "Who or what asserted this about a step of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q03",
                                                "text": "What may an agent decide or do once a step of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "inputs-and-results",
                                "name": "Inputs, resources and results",
                                "description": "What a conformity consumes and what it produces.",
                                "findings": [
                                    {
                                        "id": "inputs-and-outputs",
                                        "name": "Inputs, outputs and side effects",
                                        "description": "The resources a conformity takes and the results it leaves, wanted or not.",
                                        "questions": [
                                            {
                                                "id": "inputs-and-outputs-q01",
                                                "text": "What identifies and describes the inputs and results of a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q02",
                                                "text": "Who or what asserted this about the inputs and results of a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q03",
                                                "text": "What may an agent decide or do once the inputs and results of a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "definitions-in-contest",
                        "name": "Definitions and who holds them",
                        "description": "What conformity is taken to mean, and by whom.",
                        "rationale": "When a field disagrees about a concept, the disagreement is the content. A model that picks one definition silently destroys the information.",
                        "layers": [
                            {
                                "id": "competing-definitions",
                                "name": "Competing definitions",
                                "description": "The main readings and the traditions behind them.",
                                "findings": [
                                    {
                                        "id": "definition-map",
                                        "name": "Definitions and their holders",
                                        "description": "Each definition with the school or body that holds it.",
                                        "questions": [
                                            {
                                                "id": "definition-map-q01",
                                                "text": "Which definitions of conformity are in use, and which tradition or body holds each?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "definition-map-q02",
                                                "text": "What turns on the difference between them in practice?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "operationalisation",
                                "name": "Operationalisation",
                                "description": "How it is measured or applied when it has to be.",
                                "findings": [
                                    {
                                        "id": "operational-record",
                                        "name": "Measures and proxies",
                                        "description": "Instruments and indicators used to stand in for it.",
                                        "questions": [
                                            {
                                                "id": "operational-record-q01",
                                                "text": "How is conformity operationalised or measured in practice, and by what instrument?",
                                                "kind": "measurement"
                                            },
                                            {
                                                "id": "operational-record-q02",
                                                "text": "What does that operationalisation leave out, and when does that matter?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "instances-and-use",
                        "name": "Instances, use and consequence",
                        "description": "What counts as an instance of conformity and what follows from calling something that.",
                        "rationale": "Applying a concept is an act with consequences, so a model must say what the label licenses and what it does not.",
                        "layers": [
                            {
                                "id": "instances",
                                "name": "What counts as an instance",
                                "description": "Clear cases, borderline cases and non-cases.",
                                "findings": [
                                    {
                                        "id": "instance-tests",
                                        "name": "Tests for an instance",
                                        "description": "What would settle whether something falls under it.",
                                        "questions": [
                                            {
                                                "id": "instance-tests-q01",
                                                "text": "What would settle whether something is an instance of conformity?",
                                                "kind": "boundary"
                                            },
                                            {
                                                "id": "instance-tests-q02",
                                                "text": "Which borderline cases are argued about, and on what grounds?",
                                                "kind": "definition"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "consequence",
                                "name": "Consequence of application",
                                "description": "Rights, duties or decisions that follow from the label.",
                                "findings": [
                                    {
                                        "id": "consequence-record",
                                        "name": "What the label licenses",
                                        "description": "What an agent may do once something is classified this way.",
                                        "questions": [
                                            {
                                                "id": "consequence-record-q01",
                                                "text": "What follows practically once something is treated as conformity?",
                                                "kind": "action"
                                            },
                                            {
                                                "id": "consequence-record-q02",
                                                "text": "What must an agent not infer from the label alone?",
                                                "kind": "action"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "provenance-and-evidence",
                        "name": "Provenance, evidence and time",
                        "description": "Where every claim about a conformity came from and when it held.",
                        "rationale": "A claim without a source and a time cannot be superseded, only overwritten, and an agent that overwrites loses the ability to explain itself.",
                        "layers": [
                            {
                                "id": "source-and-authority",
                                "name": "Source and authority",
                                "description": "Who said it, on what evidence, and how strongly.",
                                "findings": [
                                    {
                                        "id": "claim-provenance",
                                        "name": "Claim provenance and confidence",
                                        "description": "The authority behind each claim about a conformity and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q02",
                                                "text": "Who or what asserted this about a claim about a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q03",
                                                "text": "What may an agent decide or do once a claim about a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "time-and-versions",
                                "name": "Time, versions and supersession",
                                "description": "When a claim was true, when it was learnt, and what replaced it.",
                                "findings": [
                                    {
                                        "id": "validity-and-supersession",
                                        "name": "Validity period and supersession",
                                        "description": "How an old claim about a conformity is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a conformity, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q02",
                                                "text": "Who or what asserted this about the validity of a claim about a conformity, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q03",
                                                "text": "What may an agent decide or do once the validity of a claim about a conformity is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 6,
                "layers": 12,
                "findings": 14,
                "questions": 38
            }
        }
    }
}