imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Opus 5 c1cd74ea7c Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 df5fecd001 Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 186d2fdea3 Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 bb25a9d3ad Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 0eaf8ebb9b Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:15 +08:00
imacatandClaude Opus 5 067aedcae2 Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-14 20:41:05 +08:00
imacatandClaude Opus 5 d5a6bb7102 Settle the coding by a majority of three runs instead of an arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 18:14:52 +08:00
imacatandClaude Opus 5 b792f61806 Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 14:45:36 +08:00
imacatandClaude Opus 5 c2ae17453a Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 14:40:37 +08:00
imacatandClaude Opus 5 a88302fdc2 Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 13:12:25 +08:00
imacatandClaude Opus 5 930d1cec3e Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 13:11:43 +08:00
imacatandClaude Opus 5 a230bfe0c9 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 09:22:48 +08:00
imacatandClaude Opus 5 b7b35f7b68 Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 09:06:23 +08:00
imacatandClaude Opus 5 309113692b Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 08:40:11 +08:00
imacatandClaude Opus 5 a0687a4793 Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:49:23 +08:00
imacatandClaude Opus 5 9043fd85f2 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:38:34 +08:00
imacatandClaude Opus 5 0a273dd81a Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:37:59 +08:00
imacatandClaude Opus 5 8af2410e90 Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:05:48 +08:00
imacatandClaude Opus 5 3f3deb3417 Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 07:04:03 +08:00
imacatandClaude Opus 5 aff654081e Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 06:39:33 +08:00
imacatandClaude Opus 5 33a9da6009 Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 06:18:09 +08:00
imacatandClaude Opus 5 6e95e49875 Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 05:55:11 +08:00
imacatandClaude Opus 5 e6ca05b837 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-06 05:54:52 +08:00
imacatandClaude Opus 5 5bde8ac534 Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 21:06:09 +08:00
imacatandClaude Opus 5 9d37b0ba21 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:55:22 +08:00
imacatandClaude Opus 5 6d141b537a Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:22:15 +08:00
imacatandClaude Opus 5 6d33ceb7e7 Pass the coding keywords as input instead of baking them into the prompt 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 20:13:19 +08:00
imacatandClaude Opus 5 c3b4f927c2 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 19:45:02 +08:00
imacatandClaude Opus 5 f495e7882d Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 19:36:58 +08:00
imacatandClaude Opus 5 edfd8d57ba Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 18:00:19 +08:00
imacatandClaude Opus 5 112a566361 Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 17:56:11 +08:00
imacatandClaude Opus 5 0850b13417 Rebuild the vocabulary step on embeddings and drop the screen track 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-05 17:19:56 +08:00
imacatandClaude Fable 5 e70c2e6968 Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 15:10:03 +08:00
imacatandClaude Fable 5 0dfbbe9ea4 Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 a07256d4ac Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 38b4660649 Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 1732431e06 Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:47:00 +08:00
imacatandClaude Fable 5 3c154bbbd1 Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:59 +08:00
imacatandClaude Fable 5 c8d541aadc Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:59 +08:00
imacatandClaude Fable 5 a562917460 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-05 14:46:38 +08:00
imacatandClaude Fable 5 680d8bfe50 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 22:41:42 +08:00
imacatandClaude Fable 5 aa65f6a3b3 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 22:41:42 +08:00
imacatandClaude Fable 5 d155d1ba21 Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 19:31:24 +08:00
imacatandClaude Fable 5 5e509ffcad Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 17:22:52 +08:00
imacatandClaude Fable 5 4eb9f50238 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:50 +08:00
imacatandClaude Fable 5 814bfa8910 Add the export-llm-input subcommand for the lyrics-only LLM input 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 179de0ccd7 Regenerate the artists report with the Wikidata snapshot applied 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 edb582daf9 Rename the Markdown documents to dash-connected names 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 21c5ae5481 Drop the engine preparation from build-db 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 383670ab2b Move the invariant checks into the importers and drop find_violations 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 c59a023095 Package the capture-layer application into a CaptureImporter class 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 10dc4cb693 Repackage the build-db import steps into job classes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 449675e7a2 Capture the song lyrics from the pilot study and the public APIs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:36 +08:00
imacatandClaude Fable 5 a7806c0c9d Align the fetch-lyrics summary with fetch-artists via shared utils 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:34:26 +08:00
imacatandClaude Fable 5 105664e93b Remove the missing-lyrics report from fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00
imacatandClaude Fable 5 1220c21807 Fall back to the original artist credit when fetching lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00
imacatandClaude Fable 5 86914de850 Remove the retired artist overrides layer and the mixed artist type 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00
imacat 8463cfc906 Keep the artist snapshot sorted by name 2026-08-04 15:15:49 +08:00
imacat ef4112c61e Show resolved count and elapsed time in the fetch-artists summary 2026-08-04 15:15:49 +08:00
imacat 1eaebeb5fb Resolve artists on Wikidata via exact-match SPARQL with song corroboration 2026-08-04 15:15:49 +08:00
imacat 6fc4b7db17 Restore official artist name spellings in the canonical table 2026-08-04 15:15:49 +08:00
imacat c94b6f2589 Record the complete-Wikidata-then-capture workflow decision 2026-08-04 15:15:49 +08:00
imacat b3ac12c88d Export human-readable songs and artists reports to the derived data layer 2026-08-04 15:15:49 +08:00
imacat 5b2c192827 Split artist credits with documented exceptions and normalize artist names 2026-08-04 15:15:49 +08:00
imacat 991ab5d93a Merge same-song chart rows via a canonical artist credit table 2026-08-04 15:15:49 +08:00
imacat 78cf5e6ce0 Store the source chart CSV with its original CRLF line endings 2026-08-04 15:15:49 +08:00
imacat aa78a54d12 Align the source chart CSV with the archived Billboard year-end charts 2026-08-04 15:15:49 +08:00
imacatandClaude Fable 5 3d472d5c15 Reorganize data/ into source, captures, and manual layers 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:15:49 +08:00
imacatandClaude Fable 5 2f048dee36 Make every subcommand input an explicit CLI argument or option 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:13:31 +08:00
imacatandClaude Fable 5 a3062e848c Refactor internal data passing to dataclasses and enums, and remove unneeded defensive code 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:13:31 +08:00
imacatandClaude Fable 5 1b2d46cb42 Add the data layer with the build-db, fetch-lyrics, and fetch-artists subcommands 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 15:12:22 +08:00
imacatandClaude Fable 5 f2ccca60b5 Use the unified pydantic-settings configuration in run_llm 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 14:03:37 +08:00
imacatandClaude Fable 5 db7b5f6679 Record the data storage architecture and phase-1 plan in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 14:03:37 +08:00
imacatandClaude Fable 5 98b665537f Add the tools sub-project with the run_llm batch runner 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-04 14:03:28 +08:00
imacatandClaude Fable 5 9a089f6c6b Initialize project structure, workflow rules, and research plan 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 18:51:10 +08:00