{ "model": { "rank": 3492, "code": "thing-q100026", "model_id": "vr.tr.general-dynamics-f-16-fighting-falcon", "name": "General Dynamics F-16 Fighting Falcon", "purpose": "Enable an AI agent to recognise an F-16 Fighting Falcon, distinguish its configuration, assess the evidence for its condition and support status, and identify which actions require qualified personnel or authoritative approval.", "family": "Thing Registry", "category": "Physical world and living systems", "status": "research-draft", "kind": "thing", "plane": "PHY", "domain": "PHY.OBJ", "industry": "", "version": "", "url": "/models/thing/q100026/", "tier": 2, "score": 85, "payload": { "layer": "wikidata", "aliases": [ "General Dynamics X-62 VISTA", "F-16V", "Netz 107", "General Dynamics YF-16", "F-16A/B Fighting Falcon", "F-16C/D Fighting Falcon", "F-16E/F Desert Falcon", "Mitsubishi F-2", "General Dynamics F-16N Fighting Falcon", "F-16B Fighting Falcon", "F-16 Full-Scale Development", "F-16 Block 15 Fighting Falcon", "F-16 Block 15OCU Fighting Falcon", "General Dynamics TF-16N Desert Falcon", "F-16CG/DG Fighting Falcon", "F-16CJ/DJ Fighting Falcon", "F-16C Fighting Falcon", "F-16D Fighting Falcon", "F-16 Block 25 Fighting Falcon", "F-16 Block 30 Fighting Falcon", "F-16 Block 32 Fighting Falcon" ], "aliasCount": 21, "merged": 21, "knownIn": 85, "facets": null, "markers": [], "lexicalClass": "", "senseRank": null, "alsoRegisteredAs": null, "source": { "dataset": "wikidata", "item": "Q100026", "url": "https://www.wikidata.org/wiki/Q100026", "license": "CC0 1.0" } }, "research": { "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-07T14:54:18Z", "providers": [ "Codex" ], "breadth": "recalled by Codex without web access - no source was read", "missingProviders": [], "pass": 2, "cost": { "grok": { "seconds": 32.6, "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: 01a07c5b-a222-7332-b9d4-275d8d7485cf\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: General Dynamics F-16 Fighting Falcon\nSense to describe: (none recorded)\nDomain code: PHY.OBJ\nAlso known as: (none)\n\n\nContext for this batch of 546 thin", "usd": 0, "recall": true }, "codex": { "seconds": 84, "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: 01a07c5b-a212-72e3-b638-eeb60ba16e96\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: General Dynamics F-16 Fighting Falcon\nRegistry id: vr.tr.general-dynamics-f-16-fighting-falcon\nPlane / domain: PHY / PHY.OBJ\nRegistry definition: (no" } } }, "metaModel": { "id": "THING-Q100026", "registryId": "vr.tr.general-dynamics-f-16-fighting-falcon", "name": "General Dynamics F-16 Fighting Falcon", "version": "0.1.0-research.1", "entryKind": "thing", "family": "Thing Registry", "domain": [ "PHY.OBJ" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q100026/", "model": { "registry_id": "vr.tr.general-dynamics-f-16-fighting-falcon", "name": "General Dynamics F-16 Fighting Falcon", "purpose": "Enable an AI agent to recognise an F-16 Fighting Falcon, distinguish its configuration, assess the evidence for its condition and support status, and identify which actions require qualified personnel or authoritative approval.", "definition": "The General Dynamics F-16 Fighting Falcon is an American-designed family of single-engine, supersonic multirole fighter aircraft, originally developed by General Dynamics and subsequently produced and developed by Lockheed Martin, using relaxed static stability and fly-by-wire flight controls.", "scope_statement": "This model owns the General Dynamics F-16 Fighting Falcon aircraft family as a registered aircraft type, including later manufacturer continuity and variant-dependent differences; individual airframes provide instances, while flight operations, weapons employment and organisational authority belong to neighbouring models.", "in_scope": [ "Family identity, manufacturer lineage, variant, production block and documented modifications", "F-16 airframe, cockpit, propulsion and flight-control architecture", "Configuration-dependent avionics, software and equipment compatibility", "Evidence used to assess airframe condition, maintenance status and remaining service life", "Variant-specific dimensions, performance envelopes and operating limitations", "Applicable technical publications, airworthiness approvals and support dependencies" ], "out_of_scope": [ "Individual aircraft identity and maintenance history as standalone asset records", "Combat tactics, targeting, weapons employment and mission execution", "Internal design and independent lifecycle models of engines, radars, weapons and other separately managed equipment", "Airbase operations, operator organisations and pilot qualification programmes", "Other fighter families and separate derivative aircraft types", "Detailed repair procedures, flight instructions and controlled engineering data" ], "distinguishing_features": [ "An authoritative type or configuration record identifies the aircraft as an F-16; visual resemblance or an informal nickname alone is insufficient.", "The conventional F-16 configuration combines one engine, a ventral air intake beneath the cockpit and one vertical tail; these features help distinguish it from twin-engine fighter families but do not establish identity alone.", "A single-seat or tandem-seat cockpit must be resolved through the documented variant designation; seat count alone does not establish block, equipment or combat capability.", "A designation such as F-16V describes a configuration that must be reconciled with production and upgrade records; it must not automatically be treated as a unique original production block.", "Aircraft with F-16 ancestry, including the Mitsubishi F-2, require a separate type-boundary decision and must not be included solely because their design descends from the F-16." ], "characteristics": [ { "name": "Variant and production block", "kind": "category", "unit_or_values": "Documented variant designation and production block; unknown when unsupported", "why_it_matters": "Establishes a starting configuration without assuming that subsequent upgrades match the original build." }, { "name": "Manufacturer and modification lineage", "kind": "relation", "unit_or_values": "Original manufacturer, licensed assembler, modification authority and supporting records", "why_it_matters": "Connects General Dynamics family identity to later production and upgrade responsibility." }, { "name": "Crew accommodation", "kind": "category", "unit_or_values": "Single-seat or tandem two-seat, with documented variant", "why_it_matters": "Distinguishes cockpit arrangements and associated equipment, training and support requirements." }, { "name": "Airframe dimensions", "kind": "measurement", "unit_or_values": "Length, wingspan and height in m, with configuration and measurement basis", "why_it_matters": "Supports recognition, storage and handling assessments without mixing dimensions from different configurations." }, { "name": "Mass and loading limits", "kind": "measurement", "unit_or_values": "Mass in kg and centre-of-gravity limits in the applicable reference system, tied to an approved configuration", "why_it_matters": "Separates empty mass, loaded mass and approved limits that are otherwise easily conflated." }, { "name": "Engine installation", "kind": "relation", "unit_or_values": "Installed engine model and modification standard linked to the applicable intake and airframe configuration", "why_it_matters": "Engine-family membership alone does not establish installation compatibility or support requirements." }, { "name": "Flight-control configuration", "kind": "category", "unit_or_values": "Documented flight-control hardware and software standard", "why_it_matters": "Makes handling characteristics and limitations traceable to the actual configuration." }, { "name": "Avionics baseline", "kind": "relation", "unit_or_values": "Radar, mission computer, operational flight programme and major communications or defensive-system configuration", "why_it_matters": "Prevents capabilities of one upgraded F-16 from being attributed to the entire family." }, { "name": "Structural usage", "kind": "measurement", "unit_or_values": "Flight hours, cycles and programme-specific fatigue indices, each with definition and source", "why_it_matters": "Distinguishes accumulated use from engineering evidence about remaining structural life." }, { "name": "Maintenance and release status", "kind": "state", "unit_or_values": "Unknown, under maintenance, restricted or released under a named authority, with timestamp and evidence", "why_it_matters": "An intact aircraft or completed repair does not by itself establish permission to fly." }, { "name": "Operating envelope", "kind": "measurement", "unit_or_values": "Approved speed, altitude and load-factor limits in stated units, with mass, equipment and environmental conditions", "why_it_matters": "Prevents headline performance figures from being treated as universal operating limits." } ], "affordances": [ "Classify a documented aircraft or catalogue record within the F-16 family and flag unresolved variant or derivative boundaries.", "Compare production configuration with recorded modifications to identify contradictions and missing evidence.", "Locate technical publications and approvals applicable to a particular F-16 configuration.", "Assess whether condition and maintenance records support referral for inspection, maintenance or authorised release.", "Check documented equipment and support compatibility without inferring approval from physical fit.", "Present configuration-qualified comparisons of dimensions, operating limits and support needs." ] }, "sources": [], "structure": { "bundles": [ { "id": "family-identity-and-configuration", "name": "Family identity and configuration", "description": "Establishes what counts as an F-16 and how production identity differs from its present configuration.", "rationale": "The family spans manufacturers, production blocks and upgrade programmes whose names cannot safely substitute for a configuration record.", "layers": [ { "id": "type-boundary-and-lineage", "name": "Type boundary and lineage", "description": "Connects the registered General Dynamics name to the aircraft family while separating related aircraft types.", "findings": [ { "id": "documented-f16-membership", "name": "Documented F-16 membership", "description": "Recognition should depend on a supported type designation and lineage, with explicit decisions for demonstrators and derivatives.", "questions": [ { "text": "Which authoritative record establishes that the subject belongs to the F-16 Fighting Falcon family?", "kind": "provenance", "id": "documented-f16-membership-q01" }, { "text": "Where should this registry entry draw its boundary around prototypes, experimental F-16 derivatives and separately designated aircraft such as the F-2?", "kind": "boundary", "id": "documented-f16-membership-q02" } ] } ] }, { "id": "production-and-upgrade-baselines", "name": "Production and upgrade baselines", "description": "Separates variant and original block from later hardware and software modifications.", "findings": [ { "id": "as-built-versus-current-standard", "name": "As-built versus current standard", "description": "A useful F-16 description retains both its production identity and its evidenced current modification standard.", "questions": [ { "text": "What variant and block were recorded at manufacture, and which subsequent modifications are documented?", "kind": "provenance", "id": "as-built-versus-current-standard-q01" }, { "text": "Does an F-16V or operator-specific upgrade label describe the complete aircraft configuration or only selected systems?", "kind": "definition", "id": "as-built-versus-current-standard-q02" } ] } ] } ] }, { "id": "airframe-and-flight-controls", "name": "Airframe and flight controls", "description": "Covers the F-16's physical arrangement, loading basis and configuration-dependent control system.", "rationale": "External similarity across F-16 variants can conceal meaningful differences in cockpit arrangement, structural limits and flight-control configuration.", "layers": [ { "id": "geometry-and-loading", "name": "Geometry and loading", "description": "Relates recognition features and dimensions to crew arrangement and approved loading conditions.", "findings": [ { "id": "configuration-qualified-airframe-description", "name": "Configuration-qualified airframe description", "description": "Dimensions and mass properties must identify the F-16 variant and included equipment, including tanks or other external installations.", "questions": [ { "text": "Which dimensions and mass definitions apply to the identified variant, cockpit arrangement and installed equipment?", "kind": "measurement", "id": "configuration-qualified-airframe-description-q01" }, { "text": "Which approved source defines loading and centre-of-gravity limits for that configuration?", "kind": "provenance", "id": "configuration-qualified-airframe-description-q02" } ] } ] }, { "id": "flight-control-and-envelope", "name": "Flight control and envelope", "description": "Records the applicable fly-by-wire control baseline and the authority for operating limitations.", "findings": [ { "id": "control-baseline-governs-applicability", "name": "Control baseline governs applicability", "description": "F-16 handling descriptions and operating limits require a known flight-control standard and applicable aircraft configuration.", "questions": [ { "text": "Which flight-control hardware and software standard applies to this F-16 configuration?", "kind": "definition", "id": "control-baseline-governs-applicability-q01" }, { "text": "Which approved limitations depend on loading, installed equipment or degraded flight-control status?", "kind": "boundary", "id": "control-baseline-governs-applicability-q02" } ] } ] } ] }, { "id": "propulsion-and-aircraft-services", "name": "Propulsion and aircraft services", "description": "Connects the single-engine installation to its intake, fuel system and supporting aircraft services.", "rationale": "F-16 engine and intake differences affect compatibility, maintenance and performance interpretation, while service-system faults can constrain aircraft availability.", "layers": [ { "id": "engine-and-intake-configuration", "name": "Engine and intake configuration", "description": "Identifies the installed engine standard and its approved relationship to the airframe and intake.", "findings": [ { "id": "verified-propulsion-installation", "name": "Verified propulsion installation", "description": "An engine family name is insufficient to establish the installed engine model, intake compatibility or applicable performance data.", "questions": [ { "text": "Which exact engine model and modification standard are approved and recorded for this F-16?", "kind": "provenance", "id": "verified-propulsion-installation-q01" }, { "text": "What airframe and intake restrictions qualify compatibility and published thrust or fuel-consumption figures?", "kind": "boundary", "id": "verified-propulsion-installation-q02" } ] } ] }, { "id": "fuel-power-and-emergency-services", "name": "Fuel, power and emergency services", "description": "Captures dependencies among fuel, electrical, hydraulic and emergency-power systems at assessment level.", "findings": [ { "id": "service-system-condition-and-hazards", "name": "Service-system condition and hazards", "description": "Ground handling and maintenance assessments need configuration-specific evidence for aircraft services, emergency-power equipment and associated consumables.", "questions": [ { "text": "Which fuel, electrical, hydraulic and emergency-power arrangements are present, and what records establish their condition?", "kind": "provenance", "id": "service-system-condition-and-hazards-q01" }, { "text": "Which documented hazards, including hydrazine where applicable, require qualified handling or specialist facilities?", "kind": "action", "id": "service-system-condition-and-hazards-q02" } ] } ] } ] }, { "id": "avionics-and-equipment-integration", "name": "Avionics and equipment integration", "description": "Describes the installed sensing, computing and interface baseline without treating the F-16 family as a uniform capability set.", "rationale": "Radar upgrades, software releases and operator-specific integrations materially change what an F-16 can support.", "layers": [ { "id": "sensor-and-software-baseline", "name": "Sensor and software baseline", "description": "Links radar and mission-system descriptions to documented hardware and software versions.", "findings": [ { "id": "capability-claims-require-baselines", "name": "Capability claims require baselines", "description": "Equipment advertised for an F-16 upgrade must be distinguished from equipment installed and approved on a particular configuration.", "questions": [ { "text": "Which radar, mission computer and operational flight programme constitute the evidenced baseline?", "kind": "definition", "id": "capability-claims-require-baselines-q01" }, { "text": "Does each claimed function come from installed-configuration evidence, an approval record or only a programme-level description?", "kind": "provenance", "id": "capability-claims-require-baselines-q02" } ] } ] }, { "id": "interfaces-and-approved-installations", "name": "Interfaces and approved installations", "description": "Defines evidence for integrating external equipment, communications and other separately managed systems.", "findings": [ { "id": "compatibility-is-configuration-specific", "name": "Compatibility is configuration specific", "description": "Physical attachment, electrical connection, software support and authorised use are separate compatibility questions.", "questions": [ { "text": "Which documents establish mechanical, electrical and software compatibility for an equipment installation on this F-16 baseline?", "kind": "provenance", "id": "compatibility-is-configuration-specific-q01" }, { "text": "Which installation or use decisions must be referred to an authorised integration or airworthiness authority?", "kind": "action", "id": "compatibility-is-configuration-specific-q02" } ] } ] } ] }, { "id": "structural-life-and-airworthiness", "name": "Structural life and airworthiness", "description": "Organises evidence about structural usage, maintenance applicability and authorised aircraft status.", "rationale": "F-16 age, upgrade status and nominal design-life figures cannot independently establish remaining life or permission to operate.", "layers": [ { "id": "fatigue-and-life-extension", "name": "Fatigue and life extension", "description": "Connects usage measures, inspections and structural modifications to the applicable life-management programme.", "findings": [ { "id": "remaining-life-needs-engineering-evidence", "name": "Remaining life needs engineering evidence", "description": "Remaining structural life must retain its programme assumptions and documented modification or inspection basis.", "questions": [ { "text": "Which flight-hour, cycle and fatigue measures are used by the applicable F-16 structural-life programme?", "kind": "measurement", "id": "remaining-life-needs-engineering-evidence-q01" }, { "text": "What evidence establishes applicability and completion of any claimed service-life extension?", "kind": "provenance", "id": "remaining-life-needs-engineering-evidence-q02" } ] } ] }, { "id": "maintenance-applicability-and-release", "name": "Maintenance applicability and release", "description": "Connects current condition evidence to applicable technical instructions and the responsible release authority.", "findings": [ { "id": "status-is-authority-and-time-bound", "name": "Status is authority and time bound", "description": "An F-16 status assessment must identify the governing authority, applicable publication revisions, unresolved discrepancies and assessment date.", "questions": [ { "text": "Which technical orders, inspection requirements and airworthiness directives or equivalent instructions apply to this operator and configuration?", "kind": "provenance", "id": "status-is-authority-and-time-bound-q01" }, { "text": "What unresolved discrepancies or missing records require inspection or authority review before release can be considered?", "kind": "action", "id": "status-is-authority-and-time-bound-q02" } ] } ] } ] }, { "id": "evidence-and-external-alignment", "name": "Evidence and external alignment", "description": "What the world already says about this thing, gathered so the model can be checked against it.", "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.", "layers": [ { "id": "reported-evidence", "name": "Reported evidence", "description": "Findings from the breadth pass, kept separate from the structural claims.", "findings": [ { "id": "evidence-confidence-notes", "name": "Check these first", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ "This is a recall-based description; no sources were consulted.", "Dimensions and performance depend on variant, configuration and flight conditions; the approximate measurements are not operating limits.", "The six listed variants are not an exhaustive taxonomy of blocks, upgrades or special-purpose conversions; applicable airworthiness requirements must be checked for the operator and configuration." ], "questions": [ { "id": "evidence-confidence-notes-q01", "text": "Which of these check these first hold for the sense of General Dynamics F-16 Fighting Falcon 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": [ "F-16A: early single-seat variant", "F-16B: early two-seat variant", "F-16C: improved single-seat variant", "F-16D: improved two-seat variant", "F-16E: advanced single-seat Block 60 variant", "F-16F: advanced two-seat Block 60 variant" ], "questions": [ { "id": "evidence-kinds-q01", "text": "Which of these kinds and varieties hold for the sense of General Dynamics F-16 Fighting Falcon this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-identifiers", "name": "Identifiers and schemes", "description": "Recalled without web access and unsourced; every item is a lead to verify.", "evidence": [ { "scheme": "US military Mission Design Series designation", "value_or_pattern": "F-16, with variant suffixes such as F-16C", "note": "Identifies the aircraft design and variant, not an individual airframe." }, { "scheme": "ICAO aircraft type designator", "value_or_pattern": "F16", "note": "Operational aircraft-type identifier; does not distinguish every variant or production block." }, { "scheme": "Production block designation", "value_or_pattern": "Block followed by a number, sometimes with a suffix", "note": "Distinguishes production configurations such as Block 50, Block 52, Block 70 and Block 72; subsequent upgrades can change an aircraft's equipment." } ], "questions": [ { "id": "evidence-identifiers-q01", "text": "Which of these identifiers and schemes hold for the sense of General Dynamics F-16 Fighting Falcon 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": [ "Air defence and interception", "Air superiority and air combat", "Conventional precision strike and close air support", "Suppression of enemy air defences with appropriately equipped variants", "Pilot training and operational conversion" ], "questions": [ { "id": "evidence-real-world-use-q01", "text": "Which of these real-world use hold for the sense of General Dynamics F-16 Fighting Falcon 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": "Overall length", "typical_range": "Approximately 15.0", "unit": "m" }, { "quantity": "Wingspan excluding wingtip missiles", "typical_range": "Approximately 10.0", "unit": "m" }, { "quantity": "Overall height", "typical_range": "Approximately 4.9-5.1", "unit": "m" }, { "quantity": "Published maximum speed at altitude", "typical_range": "Approximately 2", "unit": "Mach" }, { "quantity": "Crew capacity", "typical_range": "1-2", "unit": "people" } ], "questions": [ { "id": "evidence-measurements-q01", "text": "Which of these typical measurements hold for the sense of General Dynamics F-16 Fighting Falcon 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": [ "Loss of the single engine can require a forced landing or ejection.", "Bird strikes and foreign-object ingestion can damage the engine.", "Failures affecting flight-control computers, electrical supplies or hydraulic actuation can compromise controllability despite system redundancy.", "High-angle-of-attack departures can lead to a deep-stall condition.", "High acceleration can cause pilot loss of consciousness; spatial disorientation can also lead to loss of control." ], "questions": [ { "id": "evidence-failure-modes-and-hazards-q01", "text": "Which of these failure modes and hazards hold for the sense of General Dynamics F-16 Fighting Falcon 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": [ "Operators use different production blocks, engines, radars, electronic warfare systems, weapons integrations and national upgrades.", "The F-16E/F Block 60 configuration was developed for the United Arab Emirates.", "Licensed production or assembly has taken place in countries including Belgium, the Netherlands, Turkey and South Korea." ], "questions": [ { "id": "evidence-regional-variation-q01", "text": "Which of these regional variation hold for the sense of General Dynamics F-16 Fighting Falcon 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": "Fighter aircraft", "difference": "The broader functional class; the F-16 is one particular aircraft design family within it." }, { "name": "General Dynamics YF-16", "difference": "The development demonstrator and prototype predecessor, rather than the operational production family." }, { "name": "F-16V", "difference": "An advanced configuration designation within the F-16 family, associated with avionics modernization including an active electronically scanned array radar." }, { "name": "Mitsubishi F-2", "difference": "A distinct Japanese fighter design derived from the F-16, with substantial structural and systems differences." }, { "name": "An individual F-16 airframe", "difference": "A physical aircraft identified by its serial number and service history; this entry describes the design family." } ], "questions": [ { "id": "evidence-neighbours-q01", "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of General Dynamics F-16 Fighting Falcon this model covers, and on what evidence?", "kind": "provenance" } ] } ] } ] } ] }, "openQuestions": [ "Does the existing Vercy catalogue already contain an authoritative F-16 family model, and how does it place prototypes, the F-16XL and other derivatives?", "Which authoritative sources can establish a reliable mapping among variant, production block, engine, intake and operator-specific upgrades without implying that the mapping is immutable?", "Which publicly accessible technical publications provide configuration-qualified dimensions, capacities, operating limits and maintenance requirements?", "How do structural-life accounting methods and service-life extension eligibility differ among the F-16 configurations represented in the registry?", "Which military or other airworthiness authorities and standards govern each intended operator context, and what evidence supports recording an aircraft as released or restricted?" ], "statistics": { "bundles": 6, "layers": 11, "findings": 18, "questions": 28 } }, "draft": { "generator": "vr.draft.v3", "status": "draft-generated", "researched": false, "archetype": "unclassified", "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 General Dynamics F-16 Fighting Falcon, record what state it is in, and decide what may be done with it.", "whatItIs": "Enable an AI agent to recognise an F-16 Fighting Falcon, distinguish its configuration, assess the evidence for its condition and support status, and identify which actions require qualified personnel or authoritative approval.", "characteristics": { "substance": "material", "origin": "manufactured", "agency": "inert", "mobility": "varies" }, "whatYouCanDoWithIt": [ "observed and measured" ], "distinguishingFeatures": [ "Names folded into this entry, which a task may need to split apart again: General Dynamics X-62 VISTA, F-16V, Netz 107, General Dynamics YF-16, F-16A/B Fighting Falcon, F-16C/D Fighting Falcon, F-16E/F Desert Falcon, Mitsubishi F-2, General Dynamics F-16N Fighting Falcon, F-16B Fighting Falcon, F-16 Full-Scale Development, F-16 Block 15 Fighting Falcon.", "21 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.", "Described in 85 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 General Dynamics F-16 Fighting Falcon, and on what evidence are they told apart?" ], "whatItIsMadeOf": "matter you can touch", "physicalCharacter": [ "Mobility varies between examples.", "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": [ "Recognised by form and material. The registry holds no appearance data, so what a General Dynamics F-16 Fighting Falcon looks like has to come from research." ], "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": [ "General Dynamics X-62 VISTA", "F-16V", "Netz 107", "General Dynamics YF-16", "F-16A/B Fighting Falcon", "F-16C/D Fighting Falcon", "F-16E/F Desert Falcon", "Mitsubishi F-2", "General Dynamics F-16N Fighting Falcon", "F-16B Fighting Falcon", "F-16 Full-Scale Development", "F-16 Block 15 Fighting Falcon" ] } ], "standing": "Described in 85 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 21 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 General Dynamics F-16 Fighting Falcon from another, and a General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon from the things most often confused with it.", "questions": [ { "id": "distinguishing-features-q01", "text": "What identifies and describes what distinguishes a General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "form-and-composition", "name": "Form, composition and condition", "description": "What a General Dynamics F-16 Fighting Falcon is made of, what shape and size it takes, and what state it is in.", "rationale": "A physical thing can be measured, and a model that cannot record its measurements cannot support any decision that depends on them.", "layers": [ { "id": "form-and-dimensions", "name": "Form and dimensions", "description": "Shape, size, mass and the ranges these take across examples.", "findings": [ { "id": "measurable-dimensions", "name": "Measurable dimensions and their units", "description": "The quantities worth recording and the units they are recorded in.", "questions": [ { "id": "measurable-dimensions-q01", "text": "What identifies and describes the dimensions of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "measurable-dimensions-q02", "text": "Who or what asserted this about the dimensions of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "measurable-dimensions-q03", "text": "What may an agent decide or do once the dimensions of a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "material-and-composition", "name": "Material and composition", "description": "Materials, parts and how they are put together.", "findings": [ { "id": "parts-and-materials", "name": "Parts and materials", "description": "What a General Dynamics F-16 Fighting Falcon is built from and which parts are replaceable.", "questions": [ { "id": "parts-and-materials-q01", "text": "What identifies and describes the composition of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "parts-and-materials-q02", "text": "Who or what asserted this about the composition of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "parts-and-materials-q03", "text": "What may an agent decide or do once the composition of a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "condition-and-integrity", "name": "Condition and integrity", "description": "Wear, damage, health and the difference between working and broken.", "findings": [ { "id": "condition-assessment", "name": "Condition, damage and health", "description": "How the condition of a General Dynamics F-16 Fighting Falcon is judged and by whom.", "questions": [ { "id": "condition-assessment-q01", "text": "What identifies and describes the condition of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "condition-assessment-q02", "text": "Who or what asserted this about the condition of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "condition-assessment-q03", "text": "What may an agent decide or do once the condition of a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "place-and-movement", "name": "Place and movement", "description": "Where a General Dynamics F-16 Fighting Falcon is, how it got there and where it may go (varies).", "rationale": "A thing that can move needs its position recorded with a time, or every later claim about it is about a place it has left.", "layers": [ { "id": "location-and-placement", "name": "Location and placement", "description": "Position, containment and the reference frame the position is given in.", "findings": [ { "id": "position-and-frame", "name": "Position, container and reference frame", "description": "Where a General Dynamics F-16 Fighting Falcon is, and what that position is measured against.", "questions": [ { "id": "position-and-frame-q01", "text": "What identifies and describes the location of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "position-and-frame-q02", "text": "Who or what asserted this about the location of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "position-and-frame-q03", "text": "What may an agent decide or do once the location of a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "movement-and-transfer", "name": "Movement and transfer", "description": "How a General Dynamics F-16 Fighting Falcon is carried, installed or relocated.", "findings": [ { "id": "movement-events", "name": "Movement events and constraints", "description": "What counts as a movement, what records it and what limits it.", "questions": [ { "id": "movement-events-q01", "text": "What identifies and describes the movement of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "movement-events-q02", "text": "Who or what asserted this about the movement of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "movement-events-q03", "text": "What may an agent decide or do once the movement of a General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon between them.", "questions": [ { "id": "stages-and-transitions-q01", "text": "What identifies and describes the lifecycle of a General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon, how often and by whom.", "findings": [ { "id": "observation-record", "name": "Observation record", "description": "How an observation of a General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "use-and-operation", "name": "Use and operation", "description": "What can be done with a General Dynamics F-16 Fighting Falcon and what it takes to do it.", "rationale": "An agent that can recognise a thing but not act on it has only half a model.", "layers": [ { "id": "intended-use", "name": "Intended use and function", "description": "What a General Dynamics F-16 Fighting Falcon is for, and what it is used for anyway.", "findings": [ { "id": "function-and-purpose", "name": "Function, purpose and misuse", "description": "The function a General Dynamics F-16 Fighting Falcon performs and the uses that fall outside it.", "questions": [ { "id": "function-and-purpose-q01", "text": "What identifies and describes the use of a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "function-and-purpose-q02", "text": "Who or what asserted this about the use of a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "function-and-purpose-q03", "text": "What may an agent decide or do once the use of a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "handling-and-procedure", "name": "Handling and procedure", "description": "The steps, skills and tools involved in using a General Dynamics F-16 Fighting Falcon.", "findings": [ { "id": "procedures-and-skills", "name": "Procedures, skills and required tools", "description": "What an agent needs before it can act on a General Dynamics F-16 Fighting Falcon at all.", "questions": [ { "id": "procedures-and-skills-q01", "text": "What identifies and describes handling a General Dynamics F-16 Fighting Falcon, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "procedures-and-skills-q02", "text": "Who or what asserted this about handling a General Dynamics F-16 Fighting Falcon, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "procedures-and-skills-q03", "text": "What may an agent decide or do once handling a General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "provenance-and-evidence", "name": "Provenance, evidence and time", "description": "Where every claim about a General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon and how confident it is.", "questions": [ { "id": "claim-provenance-q01", "text": "What identifies and describes a claim about a General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon 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 General Dynamics F-16 Fighting Falcon is retired without being erased.", "questions": [ { "id": "validity-and-supersession-q01", "text": "What identifies and describes the validity of a claim about a General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon, 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 General Dynamics F-16 Fighting Falcon is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] } ] }, "statistics": { "bundles": 6, "layers": 13, "findings": 15, "questions": 45 } } } }