imacat and Claude Opus 5
a431520f97
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
cf00240b72
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
72fadd5b40
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
9756c07cad
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
e9c29e5867
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
171d2f81fe
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
df363e14f0
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
d591931101
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
03ee51912d
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
ed54a1248f
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
963504e9c3
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
70578b5d77
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
ff2a3a217f
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
2c15c0bb8b
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
5d10383dcb
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
bfb5208133
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
10fccca108
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
8c06406b3a
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
94971eb07d
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
c2ffa9d247
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
c997cc8d74
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
c1e099901d
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
d4c313734a
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
5b376e001d
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
59f62cd4d4
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
1c4d5c5ed7
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
4eb278164b
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
e858f7a38f
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
93b8afc547
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
cba73a6ace
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
bc98fdf171
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
9ef84cfe54
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
09a8381519
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
cf80a6f51e
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
0b77310d86
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
5092e04d34
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
376916fb8c
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
14cc80e662
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