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AI-generated conjecture · below the evidence/publication boundary

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Loanwords are school badges

provisional — model-triaged, shepherd review pending

Status is derived only from the shepherd-authored triage/prediction data above -- community submissions and claims are a separate overlay and can never change it (see the participation panel below).

This is a proposed connection between two domains, generated by a language model. It is not an article and not evidence: it sits below the evidence/publication boundary. A quantitative prediction and a named kill-dataset are attached (when registered) so the claim stays falsifiable rather than merely evocative.

Claim (verbatim)

Loanwords are school badges: where the Greek-Arabic translation movement left doublets — a transliterated loan and a native-root calque for the same Greek term — later usage did not converge on a winner. The loan survived as a genre badge of falsafa while the calque won in kalam, because school identity was performed at the lexeme: vocabulary choice signalled which classroom a text belonged to long after the doctrines had interpenetrated. The prediction is doctrinal convergence with lexical apartheid — the opposite of what a diffusion model of technical vocabulary expects.

Prediction clause (verbatim)

Select at least ten term pairs from the Glossarium Graeco-Arabicum where both a transliteration and a calque are attested (hayula/madda, ustuqus/unsur, qatighuriyas/maqulat, and kin). Primary clause: in post-1200 OpenITI texts, the loan's share of pair occurrences is higher in falsafa-genre texts than in kalam-genre texts for at least eight of the ten pairs; the verdict follows this clause. Secondary clause: the median falsafa-to-kalam loan-share ratio across pairs is at least 3.

Kill-dataset (verbatim)

Kill: the Glossarium Graeco-Arabicum online database (Bochum/BBAW) for the doublets, crossed with genre-tagged frequency counts over the OpenITI corpus.

Provenance

Run: Fresh agent generation · model: claude-fable-5

Generated by a fresh Fable-tier instance (claude-fable-5) at maximum effort with generation-first blindness (no repo reads, no web searches, no DB queries; single packet Write was the only tool use); 188-title list supplied at launch, titles only, no verdicts/dossiers seen; prompt pre-committed in docs/generated/conjectures_1001_wave_ledger.md and docs/generated/conjecture_fresh_fable_w02_prompt_20260708.txt. Wave W02 of docs/GOAL_CONJECTURES_1001_CAMPAIGN_20260708.md. Novelty unverified by construction. DEVIATION DISCLOSURE: after an output-limit resume, one accidental no-op placeholder Write to the session scratchpad preceded this packet Write; nothing was read and no information entered the generation; blindness intact, but the run used two Writes, not one.

Novelty / leakage triage

provisional — model-triaged, shepherd review pending

A provisional first pass authored by the model (Opus), not yet confirmed by the shepherd. It carries the same dated-search requirements as an authoritative verdict but is excluded from every headline figure and cannot underwrite a prediction until a shepherd confirms it. Provisional reading: Adjacent (closely related prior work exists).

The Greek-Arabic doublets are catalogued -- the transliterated loan vs the native calque (hayula/madda, ustuqus/unsur, qatighuriyas/maqulat) in the Glossarium Graeco-Arabicum and Endress-Gutas's Greek and Arabic Lexicon -- and the sense that the loan carries a falsafa flavor is recognized (Gutas). Not located: the item's systematic genre-distribution test -- the loan's share of pair occurrences higher in falsafa-genre than kalam-genre post-1200 OpenITI texts for >=8/10 pairs, median falsafa:kalam loan-share ratio >=3 -- i.e. doctrinal convergence with lexical apartheid, which is the decidable operationalization.

Predictions

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