AI-generated conjecture · below the evidence/publication boundary
← All conjectures · South Asian text cultures
The opening benediction is a barcode
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).
Claim (verbatim)
Nearly every Sanskrit work opens with a maṅgala verse saluting a deity, and the choice of deity was constrained by the author's sectarian formation even when the work's subject was neutral — a grammarian's Gaṇeśa or Śiva was inherited, not selected for grammar. That makes the benediction machine-readable provenance: a one-verse fingerprint of religious community attached to thousands of texts whose authors are otherwise blank. The tightness of that coupling is unknown, and that is the conjecture: benedictions predict affiliation strongly enough to back-fill sect for the large population of technical authors about whom nothing else is recorded. If it holds, the sectarian sociology of Sanskrit science — which communities wrote the grammar, the medicine, the astronomy, century by century — becomes computable from first verses alone.
Prediction clause (verbatim)
For works in the SARIT corpus whose authors have independently recorded sectarian affiliations in the Pandit database, the deity invoked in the maṅgala will predict the affiliation correctly in at least 75% of cases even when the work's own subject matter is non-religious (vyākaraṇa, alaṃkāra, jyotiṣa, medicine). Primary clause: the 75% accuracy on non-religious works; performance on religious works is secondary.
Kill-dataset (verbatim)
Maṅgala-verse extraction from the SARIT e-text corpus matched to author affiliations recorded in the Pandit database.
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. Kills and priors are credited here, by name, as they come in.
In the atlas
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Provenance
Run: Fresh agent generation · model: claude-fable-5
Generated blind in a single Write with no reads, web access, or database queries; this is the second attempt for wave W14 after a prior instance died to a network error before writing its packet.
Novelty / leakage triage
anticipated in the literature — this exact test has never been run
The maṅgalācaraṇa's invoked deity (iṣṭadevatā) as an indicator of authorial sectarian affiliation is explicitly recognized, but operationalizing it as a >=75%-accurate affiliation classifier for non-religious technical authors is un-run.
Predictions
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