Benford audits Knossos

Status: No prior located

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)

Benford audits Knossos. Benford's law — the striking regularity that genuinely counted quantities begin with the digit 1 about six times as often as with 9 — is here turned on the Linear B accounting tablets of Mycenaean Knossos. Numbers that arise from real enumeration of sheep, rations, and stores span orders of magnitude and emerge from multiplicative processes, so they should inherit the Benford first-digit distribution. Numbers set by administrative fiat — assessment quotas, targets, levies — are chosen for roundness and convenience, and should deviate from it. The conjecture is that this difference is detectable series by series: tablet series recording genuine tallies will be Benford-conformal, while series recording assessments will not. Digit statistics alone would thus separate what the palace actually counted from what it merely demanded.

Prediction clause (verbatim)

For each tablet series in the digit distributions by tablet series (the Knossos Linear B corpus grouped by series), extract all numerals and compute the first-digit distribution, testing Benford conformance with a mean-absolute-deviation (MAD) statistic; classify series independently as tally-type or assessment-type on epigraphic grounds. Primary clause: tally-type series conform to Benford (MAD below 0.015, Nigrini's marginal-conformance bound) while assessment-type series exceed it, in at least two-thirds of the series in each class. The verdict follows the primary clause.

Kill-dataset (verbatim)

digit distributions by tablet series.

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.

On Inferpedia

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Provenance

Run: Imported conversation (verbatim harvest) · model: claude-fable-5

Origin: operator conversation with Claude Fable 5 at max effort, conducted 2026-07-03, relayed verbatim by the operator into the shepherd session on 2026-07-04. No ModelRun exists for the original generation (it happened outside the pipeline); this transcript file is the canonical capture. Transcript path: docs/generated/conjecture_harvest_fablemax_20260703.md. Model (operator-attested, not pipeline-recorded): claude-fable-5. Novelty disclaimer (verbatim, load-bearing -- rule 4): "Same caveat as before, doubled: at 100 items across all of archaeology and history, some of these will have cousins in the literature I can't check. What I can guarantee is the format — each links two things not normally linked, and each names the dataset or measurement that would kill it."

Novelty / leakage triage

no prior formulation located (search dated 2026-07-04)

Benford's law is standard in modern fraud/audit contexts, but no application to Linear B (or comparable Aegean/Near Eastern administrative tallies) distinguishing counted records from assessed quotas was located. No prior formulation located (search dated 2026-07-04). Methodological risk flagged for any future resolution: Linear B tallies are small counts spanning few orders of magnitude, so Benford conformance may be structurally unattainable regardless of honesty — a resolution must pre-check magnitude span or return inconclusive.

Hill, 'The First-Digit Phenomenon' (statistical basis) — Benford applicability conditions

Predictions

Open registered 2026-07-04

OPEN prediction (no in-house data): genuine counted Linear B tallies are closer to Benford-conformal than assessment/quota records, statistically separating counting from demanding within the same archive.

Resolution criteria: Pre-check (mandated by triage): if the magnitude span of the tally corpus covers fewer than 2 orders of magnitude, the resolution is INCONCLUSIVE BY DESIGN (Benford not applicable to narrow-span counts). If applicable: SUPPORTED if first-digit distributions of counted series are significantly closer to Benford (chi-square distance, permutation p < 0.05) than quota/assessment series within the same tablet corpus. KILLED if quota series conform as well or better.

Known priors disclosure: No in-house Linear B data. The registrant flagged at triage that small-count tallies may fail the span pre-check — this prediction may well resolve inconclusive-by-design, and that outcome must be reported as such, not as support.

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