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  1. Thu, Nov 5, 2026 5

    1. E (exhibits): make_tables.py rewritten — every table a self-contained float (caption, label, threeparttable notes, generated-by comment), 13 new Stage D exhibits (ledger calls, outage, grounding, spec curve, focus, cohort OLS, financing class, 8-K proxy, universe artefacts, time-series cohort, rules baseline, tokens, over-merge), Tables 1-9/12 rebuilt (ledger vs stored, CI column, 100.1 share, longtable), 8 figures to one design system (Okabe-Ito, markers, zero-based axes, integer ticks, cohort series, CIs); 830 \SPID macros incl. the 365 requested by the writing stage, computed from results/ (numbers_pending.tex retired); half-up rounding; render-and-inspect audit (quality_control/_FIRC-0001_*_audit.csv); README exhibit map (EDIT-21..23, ADVE-16, AI_C-16, AI_C-17, LITE-10, LITE-12, ECON-18, THEO-18, EDIT-05, ADVE-06, DATA-04, ECON-13, EDIT-14, ADVE-13, ECON-14, THEO-15, DATA-15, engine audit)
      …
      Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
      Simon-Pierre Boucher · 1 file −465
    2. Stage E (writing): §7 descriptive patterns on stored mentions with financing-class restatement, denominators, cohort/run confound and corrected provenance example (FIRC0001-EDIT-13..15, EDIT-19, ADVE-10, ADVE-13, ADVE-14, AI_C-10, AI_C-15, DATA-06..08, ECON-07, ECON-13..15, LITE-05, LITE-07, LITE-08, THEO-11, THEO-12, THEO-15); §8 validation rewritten around the delivered audits, the annotation frame (no labels) and the gates table (EDIT-01, ADVE-01, AI_C-05, AI_C-14, AI_C-19, THEO-03, ECON-01, ECON-04, THEO-14, ADVE-08); §9 applications and §10 limitations/DAS/conclusion (EDIT-11, AI_C-18, DATA-10, DATA-12, ECON-17); appendix: generated prompt/gate, longtable data model, evidence register, two-runs appendix with patches, notes on every table (EDIT-21, EDIT-22, AI_C-16, AI_C-17, ADVE-16, engine audit)
      …
      Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
      Simon-Pierre Boucher · 1 file +7
    3. Stage E (writing): §5 construct, gate/focus coverage, extraction contract as implemented, ledger/cost on calls and outage reconciliation incl. the suspect resumed batch (FIRC0001-EDIT-02, EDIT-05, EDIT-08, EDIT-09, EDIT-12, EDIT-15, EDIT-18, ADVE-03..05, ADVE-12, AI_C-01, AI_C-04..06, AI_C-08, AI_C-09, AI_C-13, AI_C-20, THEO-02..05, THEO-08..10, THEO-16, DATA-03..05, DATA-14, ECON-05, ECON-06, ECON-11, ECON-12, ECON-17); §6 resolver composition, ties, over-merge indicators, specification-curve range and amount tail (EDIT-07, THEO-01, AI_C-02, ECON-02, DATA-11, ECON-15, ECON-16, THEO-17, THEO-04)
      …
      Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
      Simon-Pierre Boucher · 1 file +20
    4. Stage E (writing): §1 introduction and §2 literature rewritten to the audited claims and the DOI-verified additions with positioning table (FIRC0001-LITE-01..05, LITE-11, EDIT-10, ADVE-17, THEO-19, ADVE-14, ECON-17); §3 sample with Russell coverage, universe reconciliation and June->October subset (ADVE-09, THEO-07, EDIT-16, AI_C-12, DATA-01, ECON-10, LITE-09, THEO-14, EDIT-06, DATA-09, ADVE-15, EDIT-24); §4 architecture with two parsing paths, 10-K funnel, versioning and ledger facts (EDIT-03, EDIT-04, EDIT-20, ADVE-02, ADVE-07, ADVE-11, AI_C-03, AI_C-07, THEO-06, DATA-02, DATA-13, ECON-03, ECON-08, DATA-08)
      …
      Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
      Simon-Pierre Boucher · 1 file +48
    5. Stage E (writing): main.tex v1.1 / November 2026, abstract rewritten to the audited wording (FIRC0001-THEO-18, ADVE-04, ADVE-05, EDIT-07, ADVE-09), PDF metadata, cleveref; provisional \providecommand macros for Stage D audit numbers (sections/numbers_pending.tex)
      …
      Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
      Simon-Pierre Boucher · 1 file +390
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