Auditing the Guru's Chain

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)

Hadith science built the most formal transmission-audit apparatus of the premodern world — the isnad, a chain of named transmitters — and modern analysis tests those chains statistically, checking generation-lengths against plausible lifespans and finding "common links" where a diffuse tradition was actually consolidated by one identifiable systematizer. Tibetan Buddhism kept a directly comparable genre: the gsan yig, "records of teachings received," in which lamas list the full lineage of every transmission back through centuries of named teachers. I conjecture that isnad-criticism transfers intact: Tibetan lineage chains will show the same statistical pathologies hadith chains do — earliest links stretched beyond plausible human lifespans, and consolidation bottlenecks at the great systematizers where many later chains converge on one node. The mechanism is identical incentive structure: authority flows backward along the chain, so early links get retrospectively extended toward founders, while real historical transmission funnels through the few people who actually collected everything. If this holds, lineage inflation becomes measurable in a second scriptural civilization with the first one's tools, and the gsan yig become a dataset for the comparative science of sacred pedigree.

Prediction clause (verbatim)

In dated or datable portions of catalogued gsan yig lineages, mean teacher-to-student generation gaps will fall in the historically plausible 25-40 year band, but links reaching before 1200 CE will require individual lifespans exceeding 90 years in at least 20% of chains, versus under 5% for post-1200 links. Primary clause (the verdict follows it): the pre-1200 versus post-1200 implausibility contrast, significant by a two-proportion test at p < 0.01. Secondary clause: identifiable convergence nodes (common links) at known systematizers, carrying a disproportionate share of chains under a permutation test.

Kill-dataset (verbatim)

The Buddhist Digital Resource Center (BDRC) catalogued gsan yig texts and person records with dates; kill is a statistical test (two-proportion test on lifespan-implausible links and permutation test on convergence nodes).

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

This conjecture is bridged, as an L1 lead, onto these Inferpedia subject pages.

Provenance

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

Composed blind by claude-fable-5 with zero tool use, emitted as a single JSON text message per the fresh-lane blindness protocol.

Novelty / leakage triage

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

BDRC has digitized 1,900+ gsan yig lineage records linking 41,000+ persons with the explicit aim of mapping transmission networks, and isnad-criticism (common links, lifespan plausibility) is established in hadith studies, but the statistical lifespan-implausibility and convergence-node audit of Tibetan lineages is un-run.

Predictions

No prediction registered yet.

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