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Author SHA1 Message Date
imacatandClaude Fable 5 6c552d6017 Add the tally-annotations subcommand settling the pattern matrix 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:40 +08:00
imacatandClaude Fable 5 f177d91a70 Archive the step 5-4 pattern-annotation runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:40 +08:00
imacatandClaude Fable 5 a1b9cbe550 Archive the step 5-3 grouped synthesis runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:40 +08:00
imacatandClaude Fable 5 5dd450ba58 Add the step 5 grouped synthesis and pattern-annotation design 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:40 +08:00
imacatandClaude Fable 5 59a076f5b0 Correct three performer genders via build-db --gender-corrections 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:40 +08:00
imacatandClaude Fable 5 75e07b4993 Archive the step 5 reading, consolidation, and synthesis runs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:39 +08:00
imacatandClaude Fable 5 9fcea058e9 Add the step 5 qualitative deep-reading design and definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:39 +08:00
imacatandClaude Fable 5 34e7515718 Record the Fable 5 auxiliary deep-reading experiments in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:39 +08:00
imacatandClaude Fable 5 a18a940dc9 Import the settled code groups into the working store 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:39 +08:00
imacatandClaude Fable 5 3f4355aaa5 Add the tally-groups subcommand settling results/groups.csv 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:38 +08:00
imacatandClaude Fable 5 87846e0c8e Replace the quote newline escape with the lyric line-break convention 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:38 +08:00
imacatandClaude Fable 5 3bb16620b4 Add step 4 semantic code grouping by majority vote on claude-fable-5 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:38 +08:00
imacatandClaude Fable 5 dbcf2c3b4d Add a model option to run-llm for the claude-fable-5 model 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:38 +08:00
imacat 38fb561c9a Add conference paper first draft. 2026-08-17 21:47:37 +08:00
imacatandClaude Fable 5 493da1ea98 Record the blind semantic code grouping in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:37 +08:00
imacatandClaude Fable 5 ce29a525f6 Record the full k-value comparison table in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:37 +08:00
imacatandClaude Opus 5 13ab2df8a3 Derive the performing group genders from their Wikidata members 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 ef5644f8de Derive the song performer gender and identify Pinkfong as Hope Segoine 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 ddaf0cc1be Drop the redundant HTTP error class from the retry catch 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 f1015200f2 Pin the parenthesized members pattern to a single split point 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 43ac0138bf Make the module-level helpers private instead of protected 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 be29a518bd Extract the protected name restoration out of the credit parser 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:36 +08:00
imacatandClaude Opus 5 bf85e4890e Classify the transient request errors in one place 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:35 +08:00
imacatandClaude Opus 5 1abe4516ff Extract the record content builder out of the export line builder 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:35 +08:00
imacatandClaude Opus 5 4259bb4c5f Stop binding the unread role in the parsed credit check 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:35 +08:00
imacatandClaude Opus 5 d9b39cbf11 Remove the unused skipped counter of the artist fetcher 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:35 +08:00
imacatandClaude Opus 5 8a7d9d579e Capture the command output in the parent-directory export test 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:34 +08:00
imacatandClaude Opus 5 eb12ef2672 Merge the two identical chart-position formatters of the CSV exporter 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:34 +08:00
imacatandClaude Opus 5 8f7bd22857 Unify the export-llm-input and run-llm summary lines with build-db 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:34 +08:00
imacatandClaude Opus 5 a5074280f2 Close the HTTP error fixtures when the test ends 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:34 +08:00
imacatandClaude Opus 5 299d962e30 Run the tests on an in-memory store and dispose the engine afterwards 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 2f539891bd Trim the build-db summary to songs, artists, codings and elapsed time 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 1bb5ee4812 Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 1e9750b37f Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 eba0bd7824 Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:33 +08:00
imacatandClaude Opus 5 7a18b6746e Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 4f06a1ed84 Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 70b3ec53ca Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:32 +08:00
imacatandClaude Opus 5 b8d934f31c Settle the coding by a majority of three runs instead of an arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 51eaae5c9c Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 bf4506bc17 Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 531d5daa05 Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:31 +08:00
imacatandClaude Opus 5 34e5633fa6 Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 34364c28e4 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 c456819a4b Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:30 +08:00
imacatandClaude Opus 5 f9c8401409 Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 511fdedb09 Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 21cfdb0121 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:29 +08:00
imacatandClaude Opus 5 d923936862 Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 19721952e0 Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 66a1b504ce Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 8091a6381b Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 53d7006238 Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:28 +08:00
imacatandClaude Opus 5 8a55c7bcc5 Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 898cd8e8d9 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 de20156580 Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 192c5f5530 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 f44651b902 Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:27 +08:00
imacatandClaude Opus 5 cb577f2acf 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 21:47:26 +08:00
imacatandClaude Opus 5 90fbc68f01 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 b6263f0b34 Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 01bf206102 Archive the pooled keywords of the two tagging runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 dc0d94ba30 Add the pool-keywords subcommand for the tagging runs' keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 21:47:26 +08:00
imacatandClaude Opus 5 c702875ed8 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 21:47:25 +08:00
imacatandClaude Fable 5 afe5d70147 Report the elapsed time when run-llm finishes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:25 +08:00
imacatandClaude Fable 5 9479ebc4b4 Archive the tag run2 execution 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:25 +08:00
imacatandClaude Fable 5 ebed04fe64 Archive the tag run1 execution and add the run-cost ledger 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 b7d5fd6312 Require valid JSON with escaped quotes in the definition files 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 b0a9ba4dfd Forbid Markdown code fences in the definition-file outputs 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 8a58b1e42d Record the song-775 refusal ablation and rule it unanalyzable 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:24 +08:00
imacatandClaude Fable 5 d00494ebac Add watermark normalization to fetch-lyrics 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 4595cf75a2 Changed the natural-coding definition files to single-pass convergence 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 975ebffb23 Add the natural-coding definition files and the convergence algorithms 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 ac03ce3964 Settle women-power as the a-priori screen label term 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 bd293e8988 Reduce run-llm to a pure batch executor 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 c4fd6dd081 Record the natural-coding pipeline design in the project documents 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 f597149064 Gather the CLI command modules into a commands sub-package 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 9d5922fc71 Add the export-llm-input subcommand for the lyrics-only LLM input 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 2cf832e286 Regenerate the artists report with the Wikidata snapshot applied 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:23 +08:00
imacatandClaude Fable 5 f637252fe3 Rename the Markdown documents to dash-connected names 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 21:47:07 +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