{
    "model": {
        "rank": 2015,
        "code": "thing-q23718",
        "model_id": "vr.tr.cardinal-direction",
        "name": "cardinal direction",
        "purpose": "Enable an AI agent to recognise a cardinal direction, assess whether its reference and interpretation are usable, and decide which orientation, comparison or conversion actions are justified.",
        "family": "Thing Registry",
        "category": "Cross-cutting context",
        "status": "research-draft",
        "kind": "thing",
        "plane": "XCT",
        "domain": "XCT.QLT",
        "industry": "",
        "version": "",
        "url": "/models/thing/q23718/",
        "tier": 2,
        "score": 118,
        "payload": {
            "layer": "wikidata",
            "aliases": [],
            "aliasCount": 0,
            "merged": 0,
            "knownIn": 118,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q23718",
                "url": "https://www.wikidata.org/wiki/Q23718",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-07T09:19:17Z",
                "providers": [
                    "Codex"
                ],
                "missingProviders": [
                    "Grok"
                ],
                "pass": 2,
                "cost": {
                    "grok": {
                        "usd": null,
                        "turns": null,
                        "seconds": 10.2,
                        "error": "Error: Internal error: {\n  \"message\": \"API error (status 402 Payment Required): Grok Build usage balance exhausted\",\n  \"http_status\": 402\n}",
                        "retried": true
                    },
                    "codex": {
                        "seconds": 73.1,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.3\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: 01a07b29-1347-70b3-9a31-2b994df0fee5\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: cardinal direction\nRegistry id: vr.tr.cardinal-direction\nPlane / domain: XCT / XCT.QLT\nRegistry definition: (none recorded)\nNames folded into this en"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q23718",
                "registryId": "vr.tr.cardinal-direction",
                "name": "cardinal direction",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "XCT.QLT"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q23718/",
            "model": {
                "registry_id": "vr.tr.cardinal-direction",
                "name": "cardinal direction",
                "purpose": "Enable an AI agent to recognise a cardinal direction, assess whether its reference and interpretation are usable, and decide which orientation, comparison or conversion actions are justified.",
                "definition": "",
                "scope_statement": "This model owns the identity and interpretation of north, east, south or west within an explicitly identified directional reference frame, including the conditions under which that interpretation is determinate.",
                "in_scope": [
                    "Membership in the cardinal set: north, east, south and west",
                    "The reference frame that establishes north and the remaining directions",
                    "Opposite, perpendicular and rotational relationships between cardinal directions",
                    "The distinction between an exact cardinal axis and a directional sector",
                    "Conditions governing interpretation, comparison and conversion"
                ],
                "out_of_scope": [
                    "Intercardinal and finer compass directions as independently modelled directions",
                    "The position, extent or identity of a geographic place",
                    "An object's heading, course, velocity or orientation as a whole",
                    "Routes, navigation plans and movement execution",
                    "Compass instruments, their calibration and sensor observations",
                    "Coordinate reference systems and map projections in their entirety"
                ],
                "distinguishing_features": [
                    "The designation resolves to north, east, south or west; northeast is not itself a cardinal direction.",
                    "Its meaning depends on a directional reference frame, whereas left and right depend on an observer or object's orientation.",
                    "A numerical bearing represents a cardinal axis only when its reference, angular origin and rotation convention establish that correspondence.",
                    "A cardinal direction expresses orientation; a region called 'the North' denotes an area and requires a neighbouring place model.",
                    "A direction designation does not by itself assert that anything faces, travels or lies in that direction."
                ],
                "characteristics": [
                    {
                        "name": "Cardinal identity",
                        "kind": "category",
                        "unit_or_values": "north | east | south | west | unresolved",
                        "why_it_matters": "Establishes which member of the cardinal set is intended without forcing ambiguous labels into a category."
                    },
                    {
                        "name": "Directional reference",
                        "kind": "relation",
                        "unit_or_values": "Reference establishing true/geographic, magnetic, grid or explicitly defined local north",
                        "why_it_matters": "The same cardinal label can indicate different physical orientations under different references."
                    },
                    {
                        "name": "Interpretation mode",
                        "kind": "category",
                        "unit_or_values": "exact axis | bounded sector | qualitative usage | unresolved",
                        "why_it_matters": "Determines whether an agent may use exact angular relationships or must respect a range or an informal meaning."
                    },
                    {
                        "name": "Angular representation",
                        "kind": "measurement",
                        "unit_or_values": "Degrees or radians, with angular origin and positive rotation stated",
                        "why_it_matters": "Supports comparison with bearings without assuming an unstated angular convention."
                    },
                    {
                        "name": "Sector boundary policy",
                        "kind": "category",
                        "unit_or_values": "Explicit angular bounds and endpoint inclusion rule | not applicable | unspecified",
                        "why_it_matters": "Prevents arbitrary classification of bearings near boundaries between directional labels."
                    },
                    {
                        "name": "Interpretive applicability",
                        "kind": "relation",
                        "unit_or_values": "Location, time, surface or map context required by the chosen reference",
                        "why_it_matters": "Identifies the context within which the direction and any reference conversion can be used."
                    },
                    {
                        "name": "Resolution state",
                        "kind": "state",
                        "unit_or_values": "resolved | ambiguous label | missing reference | undefined in context | conflicting interpretations",
                        "why_it_matters": "Lets an agent distinguish usable direction information from cases requiring clarification."
                    },
                    {
                        "name": "Angular uncertainty",
                        "kind": "measurement",
                        "unit_or_values": "Degrees or radians with stated interpretation | unknown | not applicable",
                        "why_it_matters": "Limits the precision of mapped or converted orientations without treating uncertainty as a property of an abstract cardinal label."
                    }
                ],
                "affordances": [
                    "Resolve an abbreviation, word or symbol to a cardinal identity using an explicit convention.",
                    "Determine the opposite or perpendicular cardinal directions within a shared frame.",
                    "Express a cardinal axis as an angle under a declared angular convention.",
                    "Classify a bearing into a cardinal sector when sector boundaries are supplied.",
                    "Compare or convert direction representations when their references and required corrections are known.",
                    "Flag an interpretation as ambiguous or undefined and request the missing directional context."
                ]
            },
            "sources": [],
            "structure": {
                "bundles": [
                    {
                        "id": "cardinal-identity",
                        "name": "Cardinal identity",
                        "description": "Establishes which cardinal direction an expression denotes and whether the expression actually functions as a direction.",
                        "rationale": "An agent must distinguish cardinal identity from nearby compass categories, relative orientation and geographic naming.",
                        "layers": [
                            {
                                "id": "cardinal-set-membership",
                                "name": "Cardinal set membership",
                                "description": "Tests whether the intended category is north, east, south or west.",
                                "findings": [
                                    {
                                        "id": "resolve-cardinal-designation",
                                        "name": "Resolve the cardinal designation",
                                        "description": "Record the intended cardinal member and the convention supporting interpretation of its label or symbol.",
                                        "questions": [
                                            {
                                                "text": "Which of north, east, south or west does this designation identify?",
                                                "kind": "definition",
                                                "id": "resolve-cardinal-designation-q01"
                                            },
                                            {
                                                "text": "Which language, legend or naming convention supports that interpretation?",
                                                "kind": "provenance",
                                                "id": "resolve-cardinal-designation-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "directional-meaning",
                                "name": "Directional meaning",
                                "description": "Separates a cardinal orientation from similarly named regions, relative directions and finer compass points.",
                                "findings": [
                                    {
                                        "id": "test-directional-use",
                                        "name": "Test the directional use",
                                        "description": "Determine whether the expression denotes a cardinal direction or requires a neighbouring concept.",
                                        "questions": [
                                            {
                                                "text": "Does the expression denote an orientation, or a named area such as 'the North'?",
                                                "kind": "boundary",
                                                "id": "test-directional-use-q01"
                                            },
                                            {
                                                "text": "Is the intended meaning genuinely cardinal, rather than intercardinal or relative to an observer?",
                                                "kind": "boundary",
                                                "id": "test-directional-use-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "directional-reference",
                        "name": "Directional reference",
                        "description": "Identifies what establishes north and where that reference applies.",
                        "rationale": "A cardinal label alone cannot establish a physical orientation or justify comparison across reference frames.",
                        "layers": [
                            {
                                "id": "north-reference",
                                "name": "North reference",
                                "description": "Identifies the basis from which the cardinal axes are interpreted.",
                                "findings": [
                                    {
                                        "id": "establish-north-basis",
                                        "name": "Establish the north basis",
                                        "description": "Make the choice of geographic, magnetic, grid or locally defined reference explicit.",
                                        "questions": [
                                            {
                                                "text": "What establishes north in this use: geographic, magnetic, grid or an explicitly defined local reference?",
                                                "kind": "definition",
                                                "id": "establish-north-basis-q01"
                                            },
                                            {
                                                "text": "Which map, reference definition or supplied evidence establishes that choice?",
                                                "kind": "provenance",
                                                "id": "establish-north-basis-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "reference-applicability",
                                "name": "Reference applicability",
                                "description": "Captures the spatial and temporal context needed to interpret the reference.",
                                "findings": [
                                    {
                                        "id": "bound-reference-context",
                                        "name": "Bound the reference context",
                                        "description": "Identify where and when the chosen reference is meaningful, including contexts requiring special conventions.",
                                        "questions": [
                                            {
                                                "text": "Which location, date, surface or map context is needed to resolve this direction?",
                                                "kind": "definition",
                                                "id": "bound-reference-context-q01"
                                            },
                                            {
                                                "text": "Does the supplied context include a pole, reference discontinuity or other case where an additional convention is required?",
                                                "kind": "boundary",
                                                "id": "bound-reference-context-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "cardinal-geometry",
                        "name": "Cardinal geometry",
                        "description": "Represents cardinal axes, angular conventions and any broader sectors assigned to the labels.",
                        "rationale": "Agents need to distinguish exact directional relationships from application-specific grouping of nearby bearings.",
                        "layers": [
                            {
                                "id": "axes-and-relations",
                                "name": "Axes and relations",
                                "description": "Makes cardinal oppositions and quarter-turn relationships usable within one frame.",
                                "findings": [
                                    {
                                        "id": "resolve-axis-relationships",
                                        "name": "Resolve axis relationships",
                                        "description": "Record angular origin and rotation sense before interpreting numerical values or deriving relative cardinal directions.",
                                        "questions": [
                                            {
                                                "text": "What angular origin, unit and positive rotation convention represent the cardinal axes here?",
                                                "kind": "measurement",
                                                "id": "resolve-axis-relationships-q01"
                                            },
                                            {
                                                "text": "Within this frame, which cardinal direction is opposite, and which follows a clockwise or counterclockwise quarter-turn?",
                                                "kind": "definition",
                                                "id": "resolve-axis-relationships-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "axis-or-sector",
                                "name": "Axis or sector",
                                "description": "Distinguishes a precise axis from a range or informal directional description.",
                                "findings": [
                                    {
                                        "id": "establish-directional-extent",
                                        "name": "Establish directional extent",
                                        "description": "Require an explicit interpretation before treating a nearby bearing as a cardinal direction.",
                                        "questions": [
                                            {
                                                "text": "Does this use mean the exact cardinal axis, a bounded sector or a qualitative direction?",
                                                "kind": "definition",
                                                "id": "establish-directional-extent-q01"
                                            },
                                            {
                                                "text": "If it means a sector, what angular bounds and endpoint rules determine membership?",
                                                "kind": "boundary",
                                                "id": "establish-directional-extent-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "interpretation-and-use",
                        "name": "Interpretation and use",
                        "description": "Determines whether cardinal information supports a requested comparison, classification or conversion.",
                        "rationale": "An agent must expose unresolved references and conversion limits before using a direction in a downstream decision.",
                        "layers": [
                            {
                                "id": "interpretation-readiness",
                                "name": "Interpretation readiness",
                                "description": "Assesses whether the cardinal identity and its contextual meaning are sufficiently resolved.",
                                "findings": [
                                    {
                                        "id": "assess-direction-usability",
                                        "name": "Assess direction usability",
                                        "description": "Separate a resolved cardinal interpretation from missing, conflicting or contextually undefined information.",
                                        "questions": [
                                            {
                                                "text": "Are the cardinal identity, reference and axis-or-sector interpretation sufficiently resolved for the requested use?",
                                                "kind": "action",
                                                "id": "assess-direction-usability-q01"
                                            },
                                            {
                                                "text": "What missing information or conflicting evidence prevents a usable interpretation?",
                                                "kind": "boundary",
                                                "id": "assess-direction-usability-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "comparison-and-conversion",
                                "name": "Comparison and conversion",
                                "description": "Controls transfer between directional references and comparison with bearings.",
                                "findings": [
                                    {
                                        "id": "justify-reference-conversion",
                                        "name": "Justify reference conversion",
                                        "description": "Use a supported transformation and preserve its uncertainty; conversion may produce an angle that is not a cardinal axis in the target frame.",
                                        "questions": [
                                            {
                                                "text": "Do the compared directions share a reference, or is a documented transformation available for the relevant context?",
                                                "kind": "action",
                                                "id": "justify-reference-conversion-q01"
                                            },
                                            {
                                                "text": "What correction and uncertainty apply, and does the result remain a cardinal axis or qualify only under a stated sector rule?",
                                                "kind": "measurement",
                                                "id": "justify-reference-conversion-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Does the registry intend this entry to cover abstract cardinal identities, contextual uses of those identities, or both?",
                "Which authoritative terminology should govern geographic, magnetic, grid and locally defined cardinal references?",
                "Should cardinal sectors be owned here or represented by a neighbouring directional-classification model?",
                "Which conventions should govern polar locations, non-Earth surfaces and locally defined environments?",
                "What evidence and uncertainty limits should each downstream application require before accepting a direction conversion?"
            ],
            "statistics": {
                "bundles": 4,
                "layers": 8,
                "findings": 8,
                "questions": 16
            }
        },
        "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 cardinal direction, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise a cardinal direction, assess whether its reference and interpretation are usable, and decide which orientation, comparison or conversion actions are justified.",
            "characteristics": {
                "substance": "abstract",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Described in 118 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 cardinal direction, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "an abstraction with no physical instance",
            "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": [],
            "standing": "Described in 118 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one cardinal direction from another, and a cardinal direction 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 cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction 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 cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction 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 cardinal direction between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a cardinal direction 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 cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction 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 cardinal direction 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 cardinal direction 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 cardinal direction 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 cardinal direction?",
                                                "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 cardinal direction?",
                                                "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 cardinal direction 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 cardinal direction and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a cardinal direction, 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 cardinal direction, 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 cardinal direction 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 cardinal direction is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a cardinal direction, 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 cardinal direction, 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 cardinal direction is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 5,
                "layers": 10,
                "findings": 12,
                "questions": 32
            }
        }
    }
}