{
    "model": {
        "rank": 6204,
        "code": "thing-q213185",
        "model_id": "vr.tr.stoichiometry",
        "name": "stoichiometry",
        "purpose": "Enable an agent to recognise, validate and use quantitative composition and reaction relationships while distinguishing conserved quantities from assumptions about reaction progress.",
        "family": "Thing Registry",
        "category": "Activities and processes",
        "status": "research-draft",
        "kind": "thing",
        "plane": "ACT",
        "domain": "ACT.ACT",
        "industry": "",
        "version": "",
        "url": "/models/thing/q213185/",
        "tier": 2,
        "score": 62,
        "payload": {
            "layer": "wikidata",
            "aliases": [],
            "aliasCount": 0,
            "merged": 0,
            "knownIn": 62,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q213185",
                "url": "https://www.wikidata.org/wiki/Q213185",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-09T22:53:51Z",
                "providers": [
                    "Codex"
                ],
                "breadth": "recalled by Codex without web access - no source was read",
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "seconds": 19.9,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a0885f-c160-7653-b866-c92620f3da71\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: stoichiometry\nSense to describe: (none recorded)\nDomain code: ACT.ACT\nAlso known as: (none)\n\n\nContext for this batch of 188 things:\n# Batch 006: 1001 re",
                        "usd": 0,
                        "recall": true
                    },
                    "codex": {
                        "seconds": 59.5,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a0885f-c153-77e1-b88c-ffc018f384ca\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: stoichiometry\nRegistry id: vr.tr.stoichiometry\nPlane / domain: ACT / ACT.ACT\nRegistry definition: (none recorded)\nNames folded into this entry: (none"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q213185",
                "registryId": "vr.tr.stoichiometry",
                "name": "stoichiometry",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "ACT.ACT"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q213185/",
            "model": {
                "registry_id": "vr.tr.stoichiometry",
                "name": "stoichiometry",
                "purpose": "Enable an agent to recognise, validate and use quantitative composition and reaction relationships while distinguishing conserved quantities from assumptions about reaction progress.",
                "definition": "Stoichiometry describes the quantitative relationships among elements in chemical compounds and among reactants and products in chemical reactions, as expressed by chemical formulas and balanced equations.",
                "scope_statement": "This model owns stoichiometry as the practice of relating amounts of specified chemical entities through composition, balanced transformations and material balances, including the assumptions that make those relations applicable.",
                "in_scope": [
                    "Chemical formulas and quantitative ratios among their constituent entities",
                    "Balanced reaction equations and their conservation constraints",
                    "Conversions among amount of substance, mass, particle count and condition-dependent volume",
                    "Limiting reactants, excess reactants and theoretical product amounts",
                    "Reaction extent and stoichiometric relationships across coupled reactions",
                    "Applicability checks for purity, side reactions, incomplete conversion and uncertain inputs"
                ],
                "out_of_scope": [
                    "Reaction mechanisms and rate laws, owned by chemical kinetics",
                    "Equilibrium positions and energetic feasibility, owned by chemical thermodynamics",
                    "Molecular geometry and bonding explanations, owned by structural chemistry",
                    "Experimental procedures and chemical handling controls, owned by laboratory practice",
                    "Instrument calibration and analytical method design, owned by chemical metrology"
                ],
                "distinguishing_features": [
                    "A stoichiometric coefficient scales the amount of a whole chemical species; a formula subscript specifies its composition, so changing a subscript changes the species rather than balancing its reaction.",
                    "A balanced equation constrains relative amounts consumed and formed but does not establish reaction speed, mechanism or whether the reaction will proceed.",
                    "A limiting-reactant calculation compares available amounts divided by their reaction coefficients, rather than comparing masses directly.",
                    "Theoretical yield follows from a specified reaction and available reactants; actual yield requires an observation or an additional model of conversion and losses.",
                    "Composition stoichiometry relates constituents within a substance, whereas reaction stoichiometry relates changes in amounts across a transformation."
                ],
                "characteristics": [
                    {
                        "name": "Stoichiometric task",
                        "kind": "category",
                        "unit_or_values": "composition; reaction balancing; quantity conversion; limiting-reactant analysis; yield analysis; reaction-network balance",
                        "why_it_matters": "Determines which entities, constraints and inputs the agent must obtain."
                    },
                    {
                        "name": "Chemical entity specification",
                        "kind": "relation",
                        "unit_or_values": "species or constituent linked to formula, charge, phase and composition basis where relevant",
                        "why_it_matters": "Ambiguous entities can produce apparently balanced but chemically inappropriate calculations."
                    },
                    {
                        "name": "Stoichiometric coefficient",
                        "kind": "measurement",
                        "unit_or_values": "dimensionless, with equation normalization and sign convention recorded",
                        "why_it_matters": "Defines relative amount changes and fixes the numerical convention for reaction extent."
                    },
                    {
                        "name": "Available amount of substance",
                        "kind": "measurement",
                        "unit_or_values": "mol, with uncertainty and purity or concentration corrections where applicable",
                        "why_it_matters": "Places reactant inventories on a common basis for quantitative comparison."
                    },
                    {
                        "name": "Conservation validation",
                        "kind": "state",
                        "unit_or_values": "unchecked; balanced; unbalanced; insufficiently specified",
                        "why_it_matters": "Prevents downstream calculations from relying on an invalid or incomplete equation."
                    },
                    {
                        "name": "Reactant constraint role",
                        "kind": "category",
                        "unit_or_values": "limiting; excess; jointly limiting at the stated precision; unresolved",
                        "why_it_matters": "Identifies which inventory constrains the maximum extent of a specified reaction."
                    },
                    {
                        "name": "Reaction extent",
                        "kind": "measurement",
                        "unit_or_values": "mol relative to a recorded reaction equation",
                        "why_it_matters": "Connects species amount changes through their signed stoichiometric coefficients."
                    },
                    {
                        "name": "Yield basis",
                        "kind": "category",
                        "unit_or_values": "theoretical; measured isolated; measured analytical; other explicitly defined basis",
                        "why_it_matters": "Prevents unlike product quantities from being compared as though they represented the same outcome."
                    },
                    {
                        "name": "Applicability status",
                        "kind": "state",
                        "unit_or_values": "supported under stated assumptions; conditional; contradicted by observations; unresolved",
                        "why_it_matters": "Signals whether a numerical result can guide a decision or requires further evidence."
                    }
                ],
                "affordances": [
                    "Check an equation for conservation of each element and net electric charge.",
                    "Translate specified masses, concentrations or particle counts into comparable chemical amounts.",
                    "Determine limiting and excess reactants and calculate a conditional theoretical yield.",
                    "Infer composition ratios from suitable quantitative observations without claiming an unsupported molecular formula.",
                    "Propagate species inventories through specified reactions and detect missing material flows.",
                    "Identify which missing measurements or reaction assumptions prevent a defensible calculation."
                ]
            },
            "sources": [],
            "structure": {
                "bundles": [
                    {
                        "id": "entities-and-composition",
                        "name": "Entities and composition",
                        "description": "Specify what is being counted and how formulas encode constituent ratios.",
                        "rationale": "Stoichiometric reasoning fails when formulas, chemical entities or composition bases are ambiguous.",
                        "layers": [
                            {
                                "id": "chemical-entity-identity",
                                "name": "Chemical entity identity",
                                "description": "Resolve the species or constituent represented by each quantity.",
                                "findings": [
                                    {
                                        "id": "formula-and-entity-basis",
                                        "name": "Formula and entity basis",
                                        "description": "Record whether an amount refers to atoms, molecules, ions, formula units or another explicitly specified entity.",
                                        "questions": [
                                            {
                                                "text": "Which chemical entity does each amount count, and what formula, charge and phase identify it?",
                                                "kind": "definition",
                                                "id": "formula-and-entity-basis-q01"
                                            },
                                            {
                                                "text": "Does the stated formula describe the actual material, including hydration, solvation or mixture composition?",
                                                "kind": "boundary",
                                                "id": "formula-and-entity-basis-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "constituent-ratios",
                                "name": "Constituent ratios",
                                "description": "Distinguish measured composition from the formula interpretation derived from it.",
                                "findings": [
                                    {
                                        "id": "empirical-and-molecular-composition",
                                        "name": "Empirical and molecular composition",
                                        "description": "Track how constituent amounts support an empirical ratio and what additional evidence supports a molecular formula.",
                                        "questions": [
                                            {
                                                "text": "Which measured mass fractions or constituent amounts support the proposed ratio, and with what uncertainty?",
                                                "kind": "measurement",
                                                "id": "empirical-and-molecular-composition-q01"
                                            },
                                            {
                                                "text": "Is independent molar-mass evidence available to distinguish a molecular formula from an empirical formula?",
                                                "kind": "provenance",
                                                "id": "empirical-and-molecular-composition-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "reaction-representation-and-conservation",
                        "name": "Reaction representation and conservation",
                        "description": "Establish the transformation and verify the constraints encoded by its coefficients.",
                        "rationale": "A balanced representation is the foundation of reaction-based amount calculations, but balancing alone cannot establish the actual chemistry.",
                        "layers": [
                            {
                                "id": "equation-selection",
                                "name": "Equation selection",
                                "description": "Identify the reaction representation appropriate to the calculation.",
                                "findings": [
                                    {
                                        "id": "reaction-form-and-evidence",
                                        "name": "Reaction form and evidence",
                                        "description": "Record reactants, products and whether the equation is molecular, complete ionic, net ionic or a half-reaction.",
                                        "questions": [
                                            {
                                                "text": "What evidence supports these reactants and products under the stated conditions?",
                                                "kind": "provenance",
                                                "id": "reaction-form-and-evidence-q01"
                                            },
                                            {
                                                "text": "Does the task require a molecular equation, a net ionic equation or explicitly coupled half-reactions?",
                                                "kind": "boundary",
                                                "id": "reaction-form-and-evidence-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "balance-validation",
                                "name": "Balance validation",
                                "description": "Check elemental and charge conservation while preserving species identities.",
                                "findings": [
                                    {
                                        "id": "conserved-counts-and-coefficients",
                                        "name": "Conserved counts and coefficients",
                                        "description": "Validate coefficients against atom counts and net charge, with normalization stated.",
                                        "questions": [
                                            {
                                                "text": "Do the coefficients conserve every element and total electric charge across the equation?",
                                                "kind": "measurement",
                                                "id": "conserved-counts-and-coefficients-q01"
                                            },
                                            {
                                                "text": "Can imbalance be resolved by changing coefficients, or does it expose missing or incorrectly specified species?",
                                                "kind": "action",
                                                "id": "conserved-counts-and-coefficients-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "quantity-bases-and-conversions",
                        "name": "Quantity bases and conversions",
                        "description": "Translate observations into chemical amounts using explicit definitions and conditions.",
                        "rationale": "Masses, solution volumes and gas volumes cannot be compared through reaction coefficients without appropriate conversions.",
                        "layers": [
                            {
                                "id": "mass-and-particle-conversion",
                                "name": "Mass and particle conversion",
                                "description": "Connect measured mass or counted entities to amount of substance.",
                                "findings": [
                                    {
                                        "id": "molar-mass-and-counting-basis",
                                        "name": "Molar mass and counting basis",
                                        "description": "Record the molar mass or entity-count relationship and any composition correction used.",
                                        "questions": [
                                            {
                                                "text": "Which molar mass applies to the specified entity, including relevant hydration or isotopic composition?",
                                                "kind": "measurement",
                                                "id": "molar-mass-and-counting-basis-q01"
                                            },
                                            {
                                                "text": "What purity or active-content correction is needed before converting the supplied mass to moles?",
                                                "kind": "action",
                                                "id": "molar-mass-and-counting-basis-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "solution-and-gas-conversion",
                                "name": "Solution and gas conversion",
                                "description": "Make concentration definitions and gas-state assumptions explicit.",
                                "findings": [
                                    {
                                        "id": "condition-dependent-amounts",
                                        "name": "Condition-dependent amounts",
                                        "description": "Identify the information needed to obtain amount from solution or gas measurements.",
                                        "questions": [
                                            {
                                                "text": "Is concentration expressed per solution volume, solvent mass or another basis, and are the needed volume or density data available?",
                                                "kind": "definition",
                                                "id": "condition-dependent-amounts-q01"
                                            },
                                            {
                                                "text": "For a gas-volume input, which pressure, temperature, composition and equation-of-state assumptions support the amount conversion?",
                                                "kind": "measurement",
                                                "id": "condition-dependent-amounts-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "reaction-capacity-and-outcome",
                        "name": "Reaction capacity and outcome",
                        "description": "Separate the maximum outcome allowed by inventories from the outcome actually achieved.",
                        "rationale": "Stoichiometric capacity supports planning only when its dependence on conversion, selectivity and recovery is visible.",
                        "layers": [
                            {
                                "id": "limiting-reactant-and-extent",
                                "name": "Limiting reactant and extent",
                                "description": "Determine the admissible extent for a specified reaction from available amounts.",
                                "findings": [
                                    {
                                        "id": "inventory-constrained-maximum",
                                        "name": "Inventory-constrained maximum",
                                        "description": "Compare reactant amounts relative to their coefficients to identify limiting supplies and residual excess.",
                                        "questions": [
                                            {
                                                "text": "Which reactant has the smallest available amount divided by its consumption coefficient?",
                                                "kind": "measurement",
                                                "id": "inventory-constrained-maximum-q01"
                                            },
                                            {
                                                "text": "At the corresponding maximum extent, what product amounts and unconsumed reactant amounts follow?",
                                                "kind": "action",
                                                "id": "inventory-constrained-maximum-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "theoretical-and-observed-yield",
                                "name": "Theoretical and observed yield",
                                "description": "Interpret measured production against a clearly defined theoretical reference.",
                                "findings": [
                                    {
                                        "id": "conversion-selectivity-and-recovery",
                                        "name": "Conversion, selectivity and recovery",
                                        "description": "Keep reactant consumption, desired-product formation and product isolation distinct when explaining yield.",
                                        "questions": [
                                            {
                                                "text": "What theoretical product amount is the yield denominator, and does the measured numerator use the same chemical and purity basis?",
                                                "kind": "definition",
                                                "id": "conversion-selectivity-and-recovery-q01"
                                            },
                                            {
                                                "text": "Which observations distinguish incomplete conversion, competing products and isolation losses?",
                                                "kind": "provenance",
                                                "id": "conversion-selectivity-and-recovery-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "coupled-reactions-and-validity",
                        "name": "Coupled reactions and validity",
                        "description": "Extend stoichiometric constraints to reaction networks and assess whether the representation supports the intended decision.",
                        "rationale": "Multiple reactions and incomplete observations can make a numerically consistent balance non-unique or inapplicable.",
                        "layers": [
                            {
                                "id": "network-amount-balances",
                                "name": "Network amount balances",
                                "description": "Represent species changes across multiple reactions with consistent coefficient and extent conventions.",
                                "findings": [
                                    {
                                        "id": "stoichiometric-matrix-and-flows",
                                        "name": "Stoichiometric matrix and flows",
                                        "description": "Relate species amount changes to reaction extents while accounting separately for material entering or leaving the chosen system.",
                                        "questions": [
                                            {
                                                "text": "Which species and reactions form the stoichiometric matrix, and what sign convention defines consumption and formation?",
                                                "kind": "definition",
                                                "id": "stoichiometric-matrix-and-flows-q01"
                                            },
                                            {
                                                "text": "Do measured inventories and external flows constrain the individual reaction extents uniquely, or only their combinations?",
                                                "kind": "measurement",
                                                "id": "stoichiometric-matrix-and-flows-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "assumption-and-residual-assessment",
                                "name": "Assumption and residual assessment",
                                "description": "Assess whether discrepancies reflect uncertainty, omitted chemistry or an unsuitable system boundary.",
                                "findings": [
                                    {
                                        "id": "balance-residuals-and-use-limits",
                                        "name": "Balance residuals and use limits",
                                        "description": "Compare predicted and observed amounts without treating stoichiometric consistency as proof of reaction feasibility.",
                                        "questions": [
                                            {
                                                "text": "Are balance residuals compatible with measurement uncertainty, or do they indicate missing species, reactions or material transfers?",
                                                "kind": "measurement",
                                                "id": "balance-residuals-and-use-limits-q01"
                                            },
                                            {
                                                "text": "Which proposed decisions require additional kinetic, equilibrium or experimental evidence beyond the stoichiometric constraints?",
                                                "kind": "boundary",
                                                "id": "balance-residuals-and-use-limits-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": [
                                            "With no recorded sense, this entry assumes the conventional chemistry meaning; the ACT.ACT classification should be checked against the registry's domain definitions.",
                                            "The listed kinds are common teaching and application distinctions, not a mutually exclusive formal taxonomy.",
                                            "Stoichiometric numbers and reaction extent are calculated quantities rather than necessarily direct measurements; their values depend on equation normalization."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-confidence-notes-q01",
                                                "text": "Which of these check these first hold for the sense of stoichiometry 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": [
                                            "Composition stoichiometry",
                                            "Reaction stoichiometry",
                                            "Gas stoichiometry",
                                            "Solution stoichiometry"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of stoichiometry this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-standards-and-regulation",
                                        "name": "Standards and regulation",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "IUPAC's Green Book, Quantities, Units and Symbols in Physical Chemistry, provides conventions for expressing chemical quantities and stoichiometric relationships.",
                                            "The BIPM's International System of Units defines the mole as the SI unit of amount of substance."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-standards-and-regulation-q01",
                                                "text": "Which of these standards and regulation hold for the sense of stoichiometry 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": [
                                            "Calculating reactant requirements and theoretical product yields.",
                                            "Identifying limiting reactants and quantifying excess reagents.",
                                            "Determining analyte amounts from titration measurements and reaction ratios.",
                                            "Calculating combustion oxygen requirements and ideal product quantities.",
                                            "Constructing material balances for chemical processes."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of stoichiometry 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": "Stoichiometric number",
                                                "typical_range": "Negative for reactants and positive for products; magnitude depends on the equation and its normalization.",
                                                "unit": "Dimensionless"
                                            },
                                            {
                                                "quantity": "Extent of reaction",
                                                "typical_range": "Bounded by available substances for a specified reaction, reference state, and direction; no universal numerical range.",
                                                "unit": "mol"
                                            },
                                            {
                                                "quantity": "Amount-of-substance ratio",
                                                "typical_range": "Reaction-specific; ratios of amounts consumed or formed follow the corresponding stoichiometric coefficients for a single reaction.",
                                                "unit": "mol/mol"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-measurements-q01",
                                                "text": "Which of these typical measurements hold for the sense of stoichiometry 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": [
                                            "Using an equation that does not conserve atoms and, where applicable, electric charge.",
                                            "Treating mole ratios as mass ratios or ignoring purity, hydration state, or solution concentration.",
                                            "Assuming theoretical yield equals actual yield despite equilibrium limitations, incomplete conversion, or side reactions.",
                                            "Applying ideal-gas volume relationships without accounting for temperature, pressure, or nonideal behavior.",
                                            "Treating a balanced equation as sufficient for process safety when it does not establish reaction rate, heat release, pressure development, or safe mixing conditions."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of stoichiometry 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": "Chemical kinetics",
                                                "difference": "Kinetics concerns reaction rates and mechanisms; stoichiometry specifies quantitative consumption and formation relationships."
                                            },
                                            {
                                                "name": "Chemical equilibrium",
                                                "difference": "Equilibrium determines the composition attainable under specified conditions; stoichiometry constrains composition changes without determining that endpoint."
                                            },
                                            {
                                                "name": "Chemical thermodynamics",
                                                "difference": "Thermodynamics evaluates energy changes and thermodynamic favorability; a stoichiometrically balanced equation alone establishes neither."
                                            },
                                            {
                                                "name": "Material balance",
                                                "difference": "A material balance accounts for inputs, outputs, accumulation, and reaction in a defined system; stoichiometry supplies relationships for its reaction terms."
                                            },
                                            {
                                                "name": "Non-stoichiometric compound",
                                                "difference": "Such a compound admits a composition range, often through lattice defects, rather than a single ideal fixed elemental ratio."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of stoichiometry this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Does this registry entry intend stoichiometry primarily as a calculation practice, a body of quantitative relationships or a teaching discipline?",
                "Should variable-composition and nonstoichiometric solids be represented here through composition constraints or linked to a separate materials model?",
                "How much reaction-network analysis belongs here before responsibility passes to metabolic modelling or chemical reaction engineering?",
                "Which conventions should govern yield, selectivity and conversion when source communities use different denominators?",
                "What evidence and uncertainty thresholds should permit an agent to classify nearly matched reactants as jointly limiting?"
            ],
            "statistics": {
                "bundles": 6,
                "layers": 11,
                "findings": 17,
                "questions": 27
            }
        },
        "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 stoichiometry, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an agent to recognise, validate and use quantitative composition and reaction relationships while distinguishing conserved quantities from assumptions about reaction progress.",
            "characteristics": {
                "substance": "activity",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Described in 62 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 stoichiometry, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "something that happens over time",
            "physicalCharacter": [
                "Does nothing on its own; everything it does, something else did to it.",
                "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing."
            ],
            "whatCanBeDoneWithIt": [
                "observe it, measure it, record its state"
            ],
            "howItIsRecognised": [
                "Nothing to see. What is recognised is an instance of it, and which instances count is exactly what is argued about."
            ],
            "relatedModels": [],
            "standing": "Described in 62 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 stoichiometry from another, and a stoichiometry 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 stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry 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 stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry 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 stoichiometry between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a stoichiometry 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 stoichiometry, 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 stoichiometry, 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 stoichiometry is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "process-and-outcome",
                        "name": "Process, inputs and outcome",
                        "description": "How a stoichiometry proceeds, what it needs and what it leaves behind.",
                        "rationale": "An activity is known by its steps and its results, and both have to be recordable while it is still running.",
                        "layers": [
                            {
                                "id": "steps-and-sequence",
                                "name": "Steps and sequence",
                                "description": "The steps of a stoichiometry, their order and what may run in parallel.",
                                "findings": [
                                    {
                                        "id": "steps-and-preconditions",
                                        "name": "Steps, preconditions and completion",
                                        "description": "What has to be true before each step of a stoichiometry and what marks it done.",
                                        "questions": [
                                            {
                                                "id": "steps-and-preconditions-q01",
                                                "text": "What identifies and describes a step of a stoichiometry, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q02",
                                                "text": "Who or what asserted this about a step of a stoichiometry, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q03",
                                                "text": "What may an agent decide or do once a step of a stoichiometry is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "inputs-and-results",
                                "name": "Inputs, resources and results",
                                "description": "What a stoichiometry consumes and what it produces.",
                                "findings": [
                                    {
                                        "id": "inputs-and-outputs",
                                        "name": "Inputs, outputs and side effects",
                                        "description": "The resources a stoichiometry takes and the results it leaves, wanted or not.",
                                        "questions": [
                                            {
                                                "id": "inputs-and-outputs-q01",
                                                "text": "What identifies and describes the inputs and results of a stoichiometry, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q02",
                                                "text": "Who or what asserted this about the inputs and results of a stoichiometry, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q03",
                                                "text": "What may an agent decide or do once the inputs and results of a stoichiometry 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 stoichiometry 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 stoichiometry 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 stoichiometry 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 stoichiometry 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 stoichiometry?",
                                                "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 stoichiometry?",
                                                "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 stoichiometry 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 stoichiometry and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a stoichiometry, 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 stoichiometry, 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 stoichiometry 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 stoichiometry is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a stoichiometry, 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 stoichiometry, 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 stoichiometry is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 6,
                "layers": 12,
                "findings": 14,
                "questions": 38
            }
        }
    }
}