AI-generated conjecture · below the evidence/publication boundary
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The professional bystander
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)
Witnessing a deed looks like a neighbourly duty, but this conjecture claims late thirteenth-century England grew a semi-professional attestor class: the same small set of local names recurring across many unrelated parties' deeds, clustered around scribes and courts. As proof of deeds standardized, what mattered was a witness who could be found and produced years later, so demand shifted from kin-and-neighbours to reliable repeat players — witnessing became a service. The concentration of attestations across individuals is therefore an index of the commercialization of proof, and it should rise measurably across the thirteenth century. If this holds, witness-network concentration marks a distinct stage of the proof-regime transition, and 'community' readings of witness lists break for precisely the period historians mine them hardest.
Prediction clause (verbatim)
Primary clause: in DEEDS witness lists grouped by locality, the Gini coefficient of attestation counts per distinct named witness rises significantly between the early thirteenth and early fourteenth centuries. Secondary clause: top-decile witnesses increasingly co-occur across unrelated grantor families and with identifiable professional scribes, unlike top witnesses of c. 1200.
Kill-dataset (verbatim)
DEEDS: witness-list name data at scale, supporting per-locality attestation-frequency distributions.
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
Composed blind by claude-fable-5 with zero tool use and no information ingress of any kind; the packet was emitted as a single JSON text message for the orchestrator to persist.
Novelty / leakage triage
anticipated in the literature — this exact test has never been run
Charter witness lists are an established object of social network analysis (PoMS co-witnessing; Ravenna witness networks) and milites attestation has been counted, but a rising Gini of attestation concentration as an index of proof commercialization across the thirteenth century is un-run.
Predictions
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