imacat and Claude Opus 5
412f3665f0
Renumber the pipeline substeps to match the paper (5-1 becomes 5a)
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prompts/ and runs/ move by git mv; zero padding dropped; the
arbitration and LLM-merge rows in the cost ledger carry no new
name -- their step column reads 已廢棄 with the original name
kept in a new last column. Archived meta.json files and past
decision-log entries keep the names they were written with.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com >
2026-08-18 23:37:32 +08:00
imacat and Claude Fable 5
5fb0a3984b
Record the provenance and status of the pilot study
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 23:37:28 +08:00
imacat and Claude Fable 5
52d74f4edc
Rewrite the research plan to the executed pipeline
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-18 22:37:32 +08:00
imacat and Claude Fable 5
8ead525973
Add the step 5 grouped synthesis and pattern-annotation design
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:42 +08:00
imacat and Claude Fable 5
f8ec423aba
Correct three performer genders via build-db --gender-corrections
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:42 +08:00
imacat and Claude Fable 5
d4a9b39555
Archive the step 5 reading, consolidation, and synthesis runs
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
519336236b
Add the step 5 qualitative deep-reading design and definition files
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
90d692f4e6
Record the Fable 5 auxiliary deep-reading experiments in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
744b04f697
Import the settled code groups into the working store
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:41 +08:00
imacat and Claude Fable 5
fbe1a39773
Replace the quote newline escape with the lyric line-break convention
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
b3bc7e5b82
Add step 4 semantic code grouping by majority vote on claude-fable-5
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
89b5df9529
Record the blind semantic code grouping in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:40 +08:00
imacat and Claude Fable 5
2d3161a2f2
Record the full k-value comparison table in the decision log
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
02fcfd4b78
Derive the performing group genders from their Wikidata members
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
0158714d7f
Derive the song performer gender and identify Pinkfong as Hope Segoine
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:39 +08:00
imacat and Claude Opus 5
d4fe3b868b
Repair the coding output with a reviewed correction table
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:35 +08:00
imacat and Claude Opus 5
c5c000b604
Add the tally-codings subcommand for the majority vote
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:35 +08:00
imacat and Claude Opus 5
d9d79295e6
Settle the coding by a majority of three runs instead of an arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:34 +08:00
imacat and Claude Opus 5
6297540f60
Quote one line per kept keyword in the arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
975571391d
Add the compare-codings subcommand for the arbitration handoff
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
fdcd73699f
Drop the source-provenance artifact from cluster-keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:33 +08:00
imacat and Claude Opus 5
ebfdc0671d
Rename the arbitration definition file to 03-02-arbitration
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
91d3cba729
Keep the medoid group names after testing LLM naming
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:32 +08:00
imacat and Claude Opus 5
d2cf1a8950
Raise the clustering to 100 groups
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:31 +08:00
imacat and Claude Opus 5
bbc1849cd2
Quote one line per assigned keyword
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:31 +08:00
imacat and Claude Opus 5
5c40033132
Merge the keyword pooling into cluster-keywords
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:30 +08:00
imacat and Claude Opus 5
76472a198a
Rebuild the vocabulary step on embeddings and drop the screen track
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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-17 22:38:28 +08:00
imacat and Claude Fable 5
5630a3cacd
Require valid JSON with escaped quotes in the definition files
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00
imacat and Claude Fable 5
8b739d8af1
Record the song-775 refusal ablation and rule it unanalyzable
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:27 +08:00
imacat and Claude Fable 5
140c4d6ac2
Add watermark normalization to fetch-lyrics
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
e32b3126b4
Changed the natural-coding definition files to single-pass convergence
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
7f6dffdc34
Add the natural-coding definition files and the convergence algorithms
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
692c49c061
Settle women-power as the a-priori screen label term
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
5c0004dfe3
Reduce run-llm to a pure batch executor
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
07e81f5498
Record the natural-coding pipeline design in the project documents
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
f96452aee4
Gather the CLI command modules into a commands sub-package
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
314b18214e
Add the export-llm-input subcommand for the lyrics-only LLM input
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:26 +08:00
imacat and Claude Fable 5
3e627b00c0
Rename the Markdown documents to dash-connected names
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-08-17 22:38:20 +08:00