spb/firc0001_uqo

Thu, Nov 5, 2026 2

1. 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)

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   Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

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2. FIRC-0001 v1.0 (2026-10-28): Russell 3000 Strategic Project Database — baseline import before peer review

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