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docs(programme): tested multinomial bridge and two candidate statements (from MetaManifold-WebUI #22) - #86

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Nov 12, 2026
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hyperpolymath merged 2 commits into
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marina/eloquent-ritchie-p8kko8

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Summary

This records what the MN/DM regression work for JoshuaJewell/MetaManifold-WebUI#22 taught about mathematics no single system owns. It is a documentation change to docs/proposals/mathesis-research-programme.adoc only. It asserts no proof and no grade.

Changes

  • Line 2, "What exists": a tested bridge between two implementations of one statistical model. These are the fork's Julia multinomial logit and the R package MGLM, checked against one closed form and against each other in hyperpolymath/MetaManifold-WebUI at 5a89914. Its status is tested-only. It is not a bridges.jsonl record, because that registry takes prover endpoints only.
  • Q-2.6, "Can a statistical oracle become theory?": two candidate statements, both tested-only.
    • S-MN: the closed form of the two-group multinomial logit, with variance 1/S_Aj + 1/S_Ar + 1/S_Bj + 1/S_Br.
    • S-DM: the Dirichlet-multinomial log-ratio contrast at the no-overdispersion boundary. This one rests on an observation, not a test.
    • The text says neither meets the admission rule of docs/theory/README.adoc until it is proved in Agda and re-proved in Rocq and Lean.

RSR Quality Checklist

Required

  • Tests pass (just test or equivalent). See Testing for the one environment failure.
  • Code is formatted (just fmt or equivalent). No code changed.
  • Linter is clean (no new warnings or errors)
  • No banned language patterns (no Python, Go, TypeScript or ReScript; JavaScript runs Bun > Deno > pnpm > npm)
  • No unsafe blocks without // SAFETY: comments
  • No banned functions (believe_me, unsafeCoerce, Obj.magic, Admitted, sorry)
  • SPDX license headers present on all new/modified source files
  • No secrets, credentials, or .env files included

As Applicable

  • Repo deed (*_chora.deed) (status) / (maturity) updated (if project state changed). Not applicable.
  • docs/status/ROADMAP.adoc updated (if milestones or next actions changed). Not applicable: no milestone changes.
  • Documentation updated for user-facing changes

Testing

just is not installed in the session, so each recipe's commands ran directly:

  • catalogue-check: no diff.
  • census-test: all pass.
  • atlas-check: PASS: generated atlas matches census.
  • applied-check: PASS.
  • bun test tests/atlas/census-atlas.test.mjs tests/registry/: 26 pass, 1 fail. The failure is tests/registry/claims-registry.test.mjs, which needs MATHESIS_STANDARDS (a checkout of metadatastician/standards). It fails the same way on d5dcfd6 without this change.
  • Not run: registry-check (needs MATHESIS_STANDARDS), site-check (needs asciidoctor; the site build does not read docs/proposals/), and check-proofs (needs the pinned Guix shell). No proof file changed.

Generated by Claude Code

…te statements

From the work on JoshuaJewell/MetaManifold-WebUI#22. Line 2 gains a tested
bridge between two implementations of one statistical model (the fork's Julia
multinomial and MGLM), pinned to MetaManifold-WebUI 5a89914. Q-2.6 states S-MN
(the closed form of the two-group multinomial logit and its variance) and
S-DM (the Dirichlet-multinomial log-ratio contrast at the no-overdispersion
boundary), both tested-only and outside the admission rule until proved.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0136P7ZoFbrtmpRbKPqk25ok
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coderabbitai Bot commented Nov 12, 2026 •

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…led counts

An independent review of the MetaManifold-WebUI work found that the
Dirichlet-multinomial contrast equals the multinomial one only when both
groups lack overdispersion. With one group overdispersed, a second simulation
gives contrasts up to 0.13 away and standard errors 6 to 7 times larger.
S-MN now states that its four pooled counts are positive.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0136P7ZoFbrtmpRbKPqk25ok
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hyperpolymath marked this pull request as ready for review November 12, 2026 18:49
@hyperpolymath
hyperpolymath merged commit c7f9850 into main Nov 12, 2026
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3 participants