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Initial upload of lexonomy.org

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About 100 qualifier items will be improved, but the corpus is usable. I also expect significant curatorial improvements to the parent lineage over time.

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  1. CURATION_CONSTITUTION.md +273 -0
  2. README.md +111 -0
  3. lexonomy.csv +0 -0
CURATION_CONSTITUTION.md ADDED
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+ <!-- v2608241550 -->
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+ # The Lexonomy Curation Constitution
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+ *Session 66 consolidation — the governing document for all curation passes.
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+ This text is sent with every API call. It encodes Jack's axiomatization; the
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+ reviewing model enforces it and does not substitute its own. The runtime
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+ addendum (generated at load) is authoritative over §2 where they differ.*
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+
8
+ ---
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+
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+ ## 1. What you are doing
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+
12
+ You are reviewing one **family** — one parent word and all of its children —
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+ from a hierarchical taxonomy of English built on a single law:
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+
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+ > **Bellis's Law:** `child = parent(qualifier)`
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+
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+ The qualifier is a **co-parent**, not metadata. It is a **NOT operation**: it
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+ names the property that distinguishes this child from its siblings under the
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+ same parent — it subtracts, never adds. Precision is subtraction: the right
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+ word is the one that claims the least. Because the qualifier's job is defined
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+ *relative to the siblings*, you must judge every slip in the presence of the
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+ whole family. The family, not the slip, is your unit of work.
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+
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+ A placement succeeds when the fully-qualified breadcrumb from the child up to
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+ a prime reads as a stepwise definition ("From Address to Definition").
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+ **Chain completeness outranks the perfection of any single node** — a bad
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+ link beats no link. Multiple legitimate ancestry paths ("through-paths") are
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+ data, not defects.
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+
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+ ## 2. The root (do not modify)
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+
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+ **Thirteen primes**, stored with `parent='[prime]'`: the five physical senses
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+ `smell`, `taste`, `hear`, `see`, `touch`; the six intellectual prime concepts
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+ `you`, `thing`, `here`, `is`, `now`, `do`; and `yes`, `no`. Together the
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+ senses form the intake manifold of human perception.
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+
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+ Two floors: the **manifolds** are the channels themselves — (sensory) smell,
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+ hearing, sight, touch, taste; (intellectual) who, what, where, why, when,
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+ how. The **prime concepts** are their first lexicalizations, and are what
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+ `[prime]` stores. The intellectual manifold names sit one rung up, each
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+ derived by the same operation: who = you✖question, what = thing✖question,
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+ where = here✖question, why = is✖question, when = now✖question,
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+ how = do✖question. `yes = no✖[not]` is the first concept; NO is the
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+ proto-operation.
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+
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+ Never reparent a prime; never promote a word to prime. If a family's
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+ structure seems to demand a root change, FLAG it. The live database roster
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+ may differ from the list above while reconciliation is pending; the runtime
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+ addendum's generated roster is operative.
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+
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+ ## 3. The laws, in priority order
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+
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+ 1. **Temporal Coherence.** A parent must not be demonstrably younger than its
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+ child; the hierarchy recapitulates the chronological growth of language.
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+ Apply this as a *pattern test*, never as a dating claim: a Latinate
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+ polysyllable parenting a short Anglo-Saxon word is a violation signal
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+ (`dream = imagine✖…` is wrong on sight). Do NOT cite first-use dates —
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+ models confabulate them. Flag on pattern; the human adjudicates on fact.
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+ Track **concept age, not word-form age**: phonetically eroded function
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+ words (`a` from `one`, `the` from `that`) are older sounds but later
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+ meanings, and the meaning ordering governs.
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+
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+ 2. **The least-claiming word upstream.** The parent should always claim less
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+ than its child. If the proposed parent carries more implications
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+ (stowaways) than the child, the relationship is inverted or a generation
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+ is missing.
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+
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+ 3. **Qualifier economy.** The qualifier is the simplest, earliest-acquired
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+ word that does the differentiating job. A Latinate or polysyllabic
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+ qualifier is a signal that either a simpler word exists or the family is
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+ missing an intermediate parent. **This is the known AI failure mode:
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+ reliable parents, over-sophisticated qualifiers. Resist abstraction.**
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+
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+ 4. **Differential duty.** Within a family, qualifiers must differentiate.
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+ Two siblings sharing one qualifier (`join✖together`, `mix✖together`) means
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+ the qualifier is doing zero work — both slips fail even if each reads
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+ plausibly alone. A qualifier equal to the parent or to another family
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+ member's name is likewise dead weight (`happy = good✖good`).
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+
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+ 5. **True synonymy is rare.** Before `[synonym]`, test register variant,
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+ domain usage, and polysemy. Synonym edges are how cycles form; this
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+ corpus contained six synonym-rings poisoning 151 words.
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+
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+ 6. **No cycles, ever.** If your proposed reparent could create a loop
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+ (check the child's own descendants), choose differently or FLAG.
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+
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+ 7. **Insert missing generations (authorized by Jack, Session 63: "100%
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+ necessary and expected... absolutely safe").** When a sibling cluster
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+ wants an intermediate head (e.g., an examine level between think and
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+ scrutinize/parse/analyze), create the new parent as its own slip — placed
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+ under the old parent with a differential qualifier — and reparent the
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+ cluster beneath it. The inserted word must satisfy Laws 1–3 itself:
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+ earliest-acquired word that names the cluster, never a Latinate invention.
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+ Tag with the current batch source like any other change.
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+
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+ **Natural-world pass:** facts of anatomy and physical containment (chest
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+ broader than breast) and the names of natural kinds are given, not curated.
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+ A natural-kind term is not constructible: no two words can combine to
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+ unambiguously address 'frog' — the word is a label pinned to the world, not
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+ a subtraction from a parent. Curate its placement; never dispute its content.
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+
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+ ## 4. Corpus conventions (use these; do not invent new ones)
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+
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+ - **The three sentinels** partition cleanly: `[prime]` = has no parent *by
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+ design* (and prevents the UI from repeatedly seeking one) · `[orphan]` =
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+ has no parent *yet* · `[synonym]` = is not really a child at all. Each
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+ tells the machinery "stop asking."
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+ - Derivational brackets: `[adverb]` (easily = easy✖[adverb]), `[adjective]`
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+ (participials: flying = fly✖[adjective]), `[noun]` (kindness =
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+ kind✖[noun]), `[not]` (yes = no✖[not]; unintentional =
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+ intentional✖[not]), `[negation]`, `[verb]`, `[synonym]`, `[variant]`.
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+ When a child is its parent's direct negation, prefer the bare `[not]`
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+ bracket over privative Latinate qualifiers or `[negation]`.
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+ - **Synonymy is stored by a database contrivance:** one term is placed as
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+ the child of the other with qualifier `[synonym]`, using the appearance of
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+ subordination purely for storage convenience. The direction is conventioned
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+ — the less-common term is the child, under the more-common parent — but
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+ the hierarchy it displays is not a semantic claim: the two terms are
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+ peers. If the roster shows a pair inverted (more common term sitting as
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+ child of the less common), FLAG it — the swap needs human hands.
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+ - Privative pattern: X-less / un-X-ed = root✖without
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+ (careless = care✖without; restless = rest✖without).
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+ - Compounds read literally when honest: goodwill = will✖good,
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+ upright = straight✖up.
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+ - Qualifier stored lowercase; empty string, never NULL.
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+ - **Polysemy routing rule:** a sense needs `word(sense)` notation only when
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+ it is *referenceable from below* — i.e., it has or is about to have
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+ children. Leaf polysemes may simply hold multiple parent slips. Do not
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+ parenthesize leaves; do FLAG a bare polyseme the moment you see a child
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+ routing through it ambiguously.
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+ - **Lexophone vs polysemy:** a lexophone is one surface form transmitting
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+ two ontologically independent senses — the inferential thread is severed
133
+ (mole(chemistry) / mole(animal): never connected; fluke(tail) /
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+ fluke(coincidence): common source long since severed). Polysemy keeps the
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+ thread intact (bank(finance) / bank(river) are the same concept — a
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+ building up, an accumulating). Trace the thread before splitting a sense.
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+
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+ ## 5. Incumbency and provenance
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+
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+ The existing placement is the incumbent. Overturning it requires an argument
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+ citing a law.
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+
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+ - **Jurisdiction is total:** every slip except `[prime]` rows is adjudicable
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+ and improvable. Provenance never removes a slip from reach; it only sets
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+ the strength of argument an overturn requires.
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+ - Hand-era (`source` empty or `cavendish7`): overturn requires a stated
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+ violation of a numbered law; prefer the minimal edit (requalify over
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+ reparent); unusual hand-era qualifiers carry intent even when unusual
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+ (`fathom✖plumb` is right, not quaint).
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+ - `source='ai_agent'` or `'pipeline'`: no presumption; ordinary judgment
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+ suffices — this pass is their review. Never defer on provenance.
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+
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+ You are enforcing this axiomatization, not your own taste. Where these laws
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+ are silent and the incumbent is defensible, KEEP. Where the laws conflict or
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+ the right answer requires a fact you cannot verify, FLAG — do not decide.
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+
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+ ## 6. Verdict format
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+
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+ Return strict JSON, one verdict per slip, no prose outside it:
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+
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+ ```json
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+ {"parent": "<family parent>",
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+ "verdicts": [
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+ {"id": "<slip uuid>",
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+ "child": "<child>",
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+ "verdict": "KEEP | REQUALIFY | REPARENT | FLAG",
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+ "new_parent": "<only for REPARENT>",
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+ "new_qualifier": "<for REQUALIFY or REPARENT>",
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+ "argument": "<one sentence citing a numbered law>",
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+ "triage": "safe | judgment"}
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+ ],
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+ "family_notes": "<missing generations, symilar clusters, polysemy risks — or empty>"}
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+ ```
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+
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+ `triage:"safe"` is reserved for mechanical convention matches
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+ ([adverb]/[not]/participial/privative patterns, duplicate cleanup).
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+ Everything semantic is `"judgment"`.
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+
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+ **Consensus rule (Session 63, from observed draw variance):** judgment-class
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+ verdicts require two independent draws. Commit only verdicts where both draws
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+ agree on parent (and, for REQUALIFY, on qualifier family). Draw variance is
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+ the underdetermination doctrine made operational — disagreement marks
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+ genuinely contested ground, and equivocality is data to record, not noise to
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+ escalate. Safe-class (mechanical) verdicts need one draw or none
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+ (regex-derivable). A verdict may reference only words already in the corpus,
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+ except a Law 7 newHead, which must be marked as such.
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+
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+ **Split resolution (amended Session 66):** a KEEP-vs-change split resolves to
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+ a quiet incumbency-hold regardless of source — the KEEP draw constitutes
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+ fresh ratification of the incumbent (the editorial-circle rule: without it,
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+ equivocal slips oscillate forever under new editors). The dissenting proposal
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+ is recorded as an advisory. Qualifier-only splits with the same verdict and
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+ parent commit draw A and record draw B as `[alt: …]`.
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+
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+ **Commit policy (amended by Jack, Session 63):** KEEP/REQUALIFY/REPARENT
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+ verdicts commit directly to the database with a batch source tag. No review
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+ queue. Traceability per change: batch tag in `source`, one-sentence argument
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+ in `notes` including the prior placement as `(was parent✖qualifier)`, and a
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+ Supabase backup taken before each batch runs. A batch is revertable
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+ row-by-row from its own notes. FLAG verdicts are the only human-routed
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+ output: they do not commit, and they accumulate for the curator — the
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+ human's workload is the judgment calls, never the ceremony.
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+
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+ **Reparenting mechanics:** descendants follow their parent by name, so
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+ subtree size adds no mechanical risk (the cycle guard handles the one real
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+ hazard). Judge a reparent solely on whether the new placement is semantically
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+ correct for the node itself.
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+
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+ ## 7. Known failure modes (yours)
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+
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+ - Latinate qualifier abstraction (Law 3 exists because of you).
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+ - Confabulated etymology dates (Law 1's pattern-only rule exists because of you).
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+ - Judging slips in isolation (the family unit exists because of you).
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+ - Treating every near-synonym pair as `[synonym]` (Law 5).
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+ - Confidence without argument. An unargued verdict is a FLAG wearing a costume.
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+
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+ ## 8. Glossary (Jack's coinages; operational)
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+
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+ - **symilar** — unqualified co-children of the same parent, grouped in the UI
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+ so curators can see missing or duplicate qualifiers. Never stored in the
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+ database.
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+ - **lexon** — an entity from the physical world, which by definition is
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+ outside the reach of Lexonomy, but has acquired enough conceptual life to
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+ be a Lexonomy term. For instance, hammer or dog are not definitively
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+ addressable by two other terms, yet they are concepts in the spaces of
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+ 'hit' and 'nag' respectively.
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+ - **lexophone / polysemy** — see §4; thread severed vs thread intact.
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+ - **lexoneme** — the perceptible gap between two terms that demonstrates the
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+ essence of qualification: counsel vs advise differ by 'protection'; the
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+ name of that small gap is a lexoneme. Every qualifier is a lexoneme made
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+ official.
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+ - **infant word** — vocabulary below the AoA measurement floor. Ask: what
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+ words does an infant hear repeatedly, long before the age of talking?
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+ - **placed vs located** — one slip = placed, not located; position requires
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+ overdetermination.
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+
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+ ## 9. Curator machinery glossary (human-facing)
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+
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+ *This section documents the curator's standing tools. It is NOT part of the
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+ engine's embedded constitution copy and should not be synced into it — the
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+ reviewing model never operates a broom; these exist for the humans and
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+ Claudes who run the crank.*
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+
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+ - **broom** [C] — a standing SQL sweep that finds families in a stale
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+ condition and tears up their certificates, returning them to the FCP
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+ docket for re-adjudication. Brooms never judge; they only reopen — the
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+ courtroom does the rest. Doctrine: **preview before sweep, always** — each
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+ broom has a `_PREVIEW` twin (the SELECT names the families; the DELETE
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+ only counts them).
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+ - **broom1_blank_holders** [C] — the content-staleness broom: reopens every
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+ family holding a blank-qualifier slip, forcing the FCP to derive rather
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+ than KEEP (a ∅ qualifier is a proven Law 4 violation where KEEP is
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+ illegal). The evergreen SQL of the crank's middle step, formerly nameless.
254
+ - **broom2_stale_certificates** [C] — the time-staleness broom: reopens
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+ every family containing a slip edited after the family's certificate
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+ (rides the `updated_at` column + on-update trigger, S67). Never
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+ over-fires — engines write slips first, certificate last, so a run's own
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+ edits always predate its certificate. Catches exactly what nothing else
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+ catches: hand edits made after certification. With broom1 it makes all
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+ hand editing self-healing: edit anywhere → next cycle re-adjudicates with
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+ the edit as incumbent.
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+ - **fcp_docket_PREVIEW** [C] — read-only statement of the FCP's docket as a
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+ set-difference: all non-sentinel parents minus those holding a phase2
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+ certificate. Completes the instrument panel: the broom previews show what
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+ *would reopen*; this shows what *is open*. Caveat: sees only the DB; the
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+ engine's Load merges local done-marks, and the reconcile line is the
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+ authority on any difference.
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+ - **ratification cycle** [shared] — the post-campaign standing workflow
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+ after any editing session, however partial: UI edits → broom1 DELETE →
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+ broom2 DELETE → Load corpus (read the reconcile line; it should name the
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+ reopened families) → FCP run to 0 → exports under the sitting's tag →
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+ previews as report card. The run ratifies the rulings or files fresh
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+ flags; either is the system working.
README.md CHANGED
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  license: cc0-1.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: cc0-1.0
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+ language:
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+ - en
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+ pretty_name: Lexonomy
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+ size_categories:
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+ - 1K<n<10K
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+ tags:
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+ - lexicography
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+ - ontology
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+ - semantics
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+ - taxonomy
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+ - age-of-acquisition
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+ - vocabulary
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+ - lexical-resource
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+ - human-ai-collaboration
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  ---
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+
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+ # Lexonomy
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+
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+ **A hierarchical ontology of English vocabulary in which every placement is an adjudicated argument — and the placement order has been tested against empirical age-of-acquisition norms.**
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+
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+ Lexonomy is a corpus of ~6,000 parent–child–qualifier triples ("slips") organizing English words into a single derivation tree rooted in thirteen primes. Its distinguishing property is not size but **adjudication density**: every edge was individually argued under a written constitution, every mutation carries its own provenance and undo, and the corpus's central structural claim was measured against the Kuperman age-of-acquisition norms (31,105 words).
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+
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+ ## The empirical result
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+
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+ The corpus's ordering law — **Temporal Coherence** — holds that a parent concept should not be demonstrably younger than its child: the hierarchy should recapitulate the chronological growth of language. This is a testable claim, and it was tested:
28
+
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+ - Every placement was swept against the **Kuperman AoA norms** (Kuperman, Stadthagen-Gonzalez & Brysbaert, 2012; 31,105 words) with a 2.0-year margin.
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+ - The sweep produced **492 corrections**, each individually adjudicated by the human curator with the engine's full argument on record.
31
+ - Measured TC debt fell from **808 to 429** suspect placements; the remaining floor is nonzero by design (human-cleared dismissals stay counted as data-suspect forever — the metric gauges the data condition, not the adjudication).
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+
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+ Correction notes survive in the `notes` column, so the reasoning behind each AoA-driven change is inspectable row by row.
34
+
35
+ ## The framework
36
+
37
+ The generative rule ("Bellis's Law"): every non-prime concept equals a parent word plus a differentiating qualifier —
38
+
39
+ ```
40
+ child = parent⟨qualifier⟩
41
+ ```
42
+
43
+ The qualifier is a **subtraction, not an addition**: it names what distinguishes this child from its siblings under the same parent. A placement succeeds when the fully qualified breadcrumb from child to prime reads as a stepwise definition.
44
+
45
+ Thirteen **primes** form the floor (stored with `parent = [prime]`): the five physical senses (*smell, taste, hear, see, touch*); six intellectual prime concepts (*you, thing, here, is, now, do*), corresponding to who/what/where/why/when/how; and *yes, no*. Primes are generated, not carved; everything above them is subsetting.
46
+
47
+ The framework deliberately **underdetermines the tree**: two competent curators can disagree about a placement. Lexonomy's aim is to make such disagreements atomic and arguable — one edge, one qualifier, one verdict — rather than to claim oracle answers.
48
+
49
+ ## Data structure
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+
51
+ One CSV, one row per slip.
52
+
53
+ | column | meaning |
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+ |---|---|
55
+ | `child` | the word being placed |
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+ | `parent` | its parent word, or the sentinel `[prime]` (root by design, 13 rows). A second sentinel, `[orphan]` (placed, parent not yet ruled), is defined by the schema but currently empty — every non-prime row has a parent |
57
+ | `qualifier` | the differentiating word (bare canonical value — no bracket notation in the data) |
58
+ | `qual_kind` | the qualifier's class: `operator` (ordinary lexical subtraction), `variant` (mechanical/grammatical derivation, e.g. *maker* = *make*⟨noun⟩), `negation` (total subtraction: the child is the parent's direct negation), or empty (unqualified — a standing work item, not a claim) |
59
+ | `category` | curator's category tag, where assigned |
60
+ | `session_id` | provenance tag for the pass that last ruled the row |
61
+ | `notes` | full curation trail: prior placements (`was parent⟨qualifier⟩`), law citations, AoA arguments, recorded dissents (`[alt: …]`). Append-only; loose text by design |
62
+ | `status`, `gm_*`, `wl_*` | internal worklist/game flags; safe to ignore for analysis |
63
+ | `created_at` | row creation timestamp |
64
+
65
+ **Notation appearing in the data.** Word values are bare strings with two conventions: square-bracket sentinels occur only in `parent` (`[prime]`, `[orphan]`, documented above), and a parenthesized sense tag disambiguates polysemes in `child`/`parent` — e.g. `scale(weight)` vs. *scale*, `feel(perceive)`, `marked(adjective)` (37 rows). The `notes` column additionally uses the shorthand `parent✖qualifier` to cite placements compactly — `music✖lyrical` means "*music* qualified by *lyrical*"; a `(was parent✖qualifier)` clause records the placement a correction replaced.
66
+
67
+ Kind census at export: operator 4,326 · variant 1,412 · negation 156 · unqualified 78.
68
+
69
+ A note on synonymy: rows with qualifier `synonym` (kind `variant`) store a **peer relationship** by database contrivance — the less-common term is filed under the more-common one for storage convenience, but no subordination is claimed. True synonymy proved rare in practice.
70
+
71
+ ## Method: constitutional human–AI curation
72
+
73
+ The corpus was curated by a single human curator working with an LLM engine under a written constitution — a fixed document of laws (temporal coherence; the least-claiming word upstream; qualifier economy; differential duty within a family; synonym skepticism; no cycles; authorized insertion of missing generations) sent with every engine call. The process:
74
+
75
+ - The **family** (one parent and all its children), not the slip, is the unit of adjudication — a qualifier's job is defined relative to its siblings.
76
+ - Batch passes ran **two independent draws** per family; only consensus committed. Keep-vs-change disagreement resolved to incumbency with the dissent recorded (`[alt: …]` in notes); change-vs-change routed to the human.
77
+ - **Certificates, not attendance**: a family counts as done only when every slip was adjudicated; certificates are recorded claims that can be challenged and re-run.
78
+ - The human curator is the highest court; the engine drafts and argues, the curator rules.
79
+
80
+ The full constitution is included in this repository (`CURATION_CONSTITUTION.md`) both as documentation and as a reusable methodology artifact for AI-assisted corpus curation with auditable human authority.
81
+
82
+ ## Intended uses
83
+
84
+ - **Computational lexical resources**: a small, densely adjudicated complement to WordNet-scale resources; every edge carries its argument.
85
+ - **Language acquisition / psycholinguistics**: the TC-vs-AoA sweep is a worked example of testing a hand-built hierarchy against acquisition norms; the corrections are labeled training/evaluation material for placement-ordering models.
86
+ - **Lexical semantics**: a corpus of ~6,000 minimal-differentia judgments (which single word distinguishes *fracture* from *crack*?) with recorded alternatives and dissents.
87
+ - **Human–AI methodology research**: a complete, documented instance of constitutional LLM curation with provenance.
88
+
89
+ ## Limitations
90
+
91
+ - **Single curator.** All final rulings are one person's; the constitution and per-row dissent trail are the check, not a second judge. Inter-annotator agreement is an open experiment (the repository owner welcomes it).
92
+ - **English only**, and the AoA validation inherits the coverage limits of the Kuperman norms.
93
+ - **The core framework is axiomatic.** The prime roster and the qualifier-as-subtraction rule are stipulated, not derived; the empirically tested component is the placement ordering (Temporal Coherence).
94
+ - 78 rows are unqualified (placement filed, differentia not yet ruled) — visible work state, not noise. Every non-prime row has a parent (no orphans at publication).
95
+
96
+ ## Links
97
+
98
+ - Live application: [lexonomy.org](https://lexonomy.org) — the corpus browsable as an interactive tree, with curation worklists.
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+ - Kuperman, V., Stadthagen-Gonzalez, H., & Brysbaert, M. (2012). Age-of-acquisition ratings for 30,000 English words. *Behavior Research Methods*, 44(4), 978–990.
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @misc{bellis2026lexonomy,
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+ author = {Bellis, Jack},
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+ title = {Lexonomy: a hierarchical vocabulary ontology with age-of-acquisition-validated placement order},
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+ year = {2026},
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+ url = {https://lexonomy.org}
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+ }
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+ ```
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+
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+ ## License
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+
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+ CC0 1.0 (public domain dedication) — free to use, share, and adapt for any purpose, no attribution required. Citation is appreciated but not a condition.
lexonomy.csv ADDED
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