imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Opus 5 c5ad09524b Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 5b376e001d Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 59f62cd4d4 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 864735352a Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 1c4d5c5ed7 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 066ae15800 Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 bf2b4970fd Pass the coding keywords as input instead of baking them into the prompt 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 896ee09b21 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 a14e2a878a Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 b0a79af1a8 Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 0b995e5a51 Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:28 +08:00
imacatandClaude Opus 5 4eb278164b Rebuild the vocabulary step on embeddings and drop the screen track 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:28 +08:00
imacatandClaude Fable 5 d9014cf1f3 Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:28 +08:00
imacatandClaude Fable 5 4a0a4ceead Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 2e5ecaaad0 Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 e858f7a38f Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 5050b16812 Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 93b8afc547 Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:27 +08:00
imacatandClaude Fable 5 cba73a6ace Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 bc98fdf171 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 9ef84cfe54 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 09a8381519 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 cf80a6f51e Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 0b77310d86 Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 5092e04d34 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 376916fb8c Add the export-llm-input subcommand for the lyrics-only LLM input 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 ce8a217e94 Regenerate the artists report with the Wikidata snapshot applied 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:26 +08:00
imacatandClaude Fable 5 14cc80e662 Rename the Markdown documents to dash-connected names 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:20 +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