Ars Inquirendi

AI-generated conjecture · a wager, not a finding

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The unfashionable books keep the otherwise-nothing

Status: Anticipated · untested

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)

Not all chansonniers are equal preservers, and the inequality runs opposite to prestige. The polished Italian canon-books A, B, I and K transmit a heavily shared repertory - the same export canon copied again and again with vidas attached - while the late, provincial, home-region giants C and R are stuffed with pieces nobody else kept. The mechanism: an Italian compiler selected from a mature, already-circulating canon, so his book mostly adds witnesses to songs that were safe anyway; C and R drained local repertory channels that had no Italian counterpart, so their pages add existence. This conjecture claims the gap is extreme and countable in two figures. First, the unica geography: the otherwise-unattested songs of the tradition concentrate overwhelmingly in the unfashionable books, so C and R together should out-carry the four great Italian canon-books combined by a wide multiple in unique pieces. Second, the corpus-wide fragility rate: a large minority of the whole surviving tradition should be single-witness - one damp cellar away from nonexistence - which both measures how much rested on individual compilation decisions and calibrates, by extrapolation, how much must have failed to meet even one compiler. The canon-books tell us what the tradition was proudest of; the unica census tells us what it almost lost, and by implication what it did.

Prediction clause (verbatim)

Prediction: in BEdT per-song witness lists, the unica counts of C and R combined will be at least twice the combined unica of A, B, I and K, and at least 30 percent of the whole lyric corpus will be single-witness (primary clause: the two-fold C-plus-R over A-plus-B-plus-I-plus-K unica ratio; the verdict follows it). A song attested in exactly two of the six named books is nobody's unicum; razo-embedded quotations do not count as witnesses. The test voids if any of the six manuscripts lacks a per-song content listing in the extract.

Kill-dataset (verbatim)

Kill: BEdT per-song witness lists - the per-chansonnier unica census for C, R, A, B, I, K, and the corpus-wide single-witness rate.

Nobody has run this test. The kill-data is named above. If you can run it — or you know the paper that already settles it — claim the kill or submit the prior scholarship. Kills and prior scholarship are credited here, by name, as they come in.

Provenance

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

Fresh blind generation by claude-fable-5, 2026-07-17, troubadour/Old Occitan wave instrument-anchored on the BEdT (Bibliografia Elettronica dei Trovatori, bedt.it - per-song PC identities, per-chansonnier attestations, per-witness attributions, genres, dates, music fields), with the printed censuses as controls: Pillet-Carstens 1933, Frank's Repertoire metrique 1953-57, the chansonnier sigla corpus (Brunel 1935; Zufferey 1987), Boutiere-Schutz for vidas/razos, Marshall 1969/1972 for the grammars, van der Werf 1984 for melodies. Every Kill names one instrument and one countable/positional/attestation-geometric operation; thresholds far from 1; disambiguation rules and coverage guards pinned inside each prediction; one item (no. 8, the mention-census diff) carries an honest 'Kill (not yet built)'. DISJOINTNESS from owned European lyric ground, checked by grep across all packets: w01 no.30 'Biography replaces the stage' owns vida/razo geography-of-production (this wave never tests vida presence by region); w07 no.2 'The life replaces the tune' owns the vida-melody substitution and the A/B/I/K-vs-G/R/W/X contrast (this wave's melody items run different arithmetic - per-poet text-mass concentration in no.1 and R's internal empty-stave audit in no.16, both flagged adjacent); w07 no.38 'Anthologies are funerals' owns the composition-to-witness time-lag operation, so that steer was DROPPED here and replaced by the home-vs-export archiving order (no.10, a different geometry, flagged adjacent); w07 no.49 'Hymns steal from love songs' owns melody-concordance contrafacture direction (no.6 here is metrical, within-Occitan, a Frank-scheme ghost-model census, flagged adjacent); w07 no.41 owns Dante-vs-Franco-Italian epic (no.12 here is the De vulgari eloquentia citation channel, a different claim). Honesty flags: melody totals (roughly 250) and the trobairitz roster vary by edition and are pinned to named instruments inside each prediction; gallery-roster identifications follow the critical editions; no in-house BEdT extract exists yet, so 'immediately resolvable' means the instrument is live and public while the harvest itself is a small build.

Novelty / leakage triage

anticipated in the literature — this exact test has never been run

That C and R teem with otherwise-unattested pieces while the Italian canon-books recopy a shared repertory is the received characterization of the tradition, stated in Avalle's account and in Marshall's survey of transmission; but the per-chansonnier unica census and the corpus-wide single-witness rate have not been published as figures, and the nearest quantitative loss-work - unseen-species modelling of medieval survival - ran on six other vernacular traditions, not on the troubadours; the two-fold unica ratio and the 30 percent fragility rate are un-run.

  • D'A.S. Avalle, I manoscritti della letteratura in lingua d'oc, ed. L. Leonardi (Turin, 1993)
  • J.H. Marshall, The Transmission of Troubadour Poetry (inaugural lecture, Westfield College, London, 1975)
  • M. Kestemont, F. Karsdorp et al., 'Forgotten books: The application of unseen species models to the survival of culture', Science 375 (2022)

Predictions

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