Renumber the pipeline substeps to match the paper (5-1 becomes 5a)
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>
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{
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"script_version": "run_llm.py 3.1.0",
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"model": "claude-fable-5",
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"input_path": "instance/llm-input-synthesize.jsonl",
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{"id": "synthesis", "text": "## 模式一:厭女語彙的常態化流通與自我命名\n\n無論敘事者性別,歌詞大量以「bitch」「ho / hoes」「whores」等貶抑女性的字眼作為對女性的預設稱呼,甚至作為女性敘事者的自我命名與力量宣示。即便帶有挪用翻轉的意圖,文本多未提供翻轉脈絡,且同一詞彙常同時用於自稱與攻擊其他女性,使貶稱一面被「賦權」收編、一面持續發揮羞辱功能,讓女性的強悍仍須借用根源於貶低女性的語言來表述。\n\n- song-143:「Payback is a bad bitch / And baby, I'm the baddest」\n- song-122:「I don't bother with these hoes, don't let these hoes bother me」\n- song-388:「There's some whores in this house / There's some whores in this house」\n\n## 模式二:陰性即侮辱、陽性即權力的語言階序\n\n罵詞與權力語彙呈現一致的性別階序:以「pussy」「像個 bitch」「娘娘腔」、月經等陰性符碼標記軟弱可恥,以「king」「big dick」、陽具意象與「不夠男人」作為力量的度量與終極羞辱。女性敘事者宣示強勢時亦挪用陽具中心的語言,等於默認「力量=陽剛、陰柔=低劣」的框架而非翻轉它。\n\n- song-122:「If you a pussy, you get popped, you a groupie, you a opp」\n- song-148:「They should bleed once a month 'cause that's what these bitches do」\n- song-523:「And you might think I'm weak without a sword / But if I had one, it'd be bigger than yours」\n\n## 模式三:女女敵對——以其他女性為敵人、代罪者與踏腳石\n\n問題的矛頭反覆從有過錯的男性偏移到其他女性身上:出軌時怪罪「第三者」、以貶低對方新歡或前任抬高自己、以外貌與身體羞辱其他女性、以「我不像其他女孩」自我切割。自我賦權大量建立在踩低同性、令其他女性痛苦或恐懼之上,將女性間關係固定為嫉妒、背刺與位階競爭,而非連帶。\n\n- song-71:「He only want me when I'm not there / He better call Becky with the good hair」\n- song-521:「My chain ain't hittin' if a bitch ain't hurtin'」\n- song-78:「I know the other girls wanna wear expensive things / Like diamond rings」\n\n## 模式四:佔有語法——男人作為戰利品、女人作為財產\n\n以所有格「my bitch / your bitch / your women」把女性標記為男性的所有物,與名車、鑽石並列展示;反向亦然,「搶走妳的男人/奪走你的女人」被當作權力展演與羞辱武器,使人(多為女性)成為可奪取、交換、丟棄的戰利品,並以此進行男性之間或女性之間的較勁。\n\n- song-355:「Swapping our cars with my bitch / I bought her the Lambo she bought me the Wraith」\n- song-246:「Who took your bitch out to party? (Cardi) / I took your bitch at the party」\n- song-122:「I need to let all these hoes know that none of their niggas is safe」\n\n## 模式五:性—金錢的交易腳本\n\n親密關係被反覆框定為對價交換:男方以金錢、名牌、學費、排場換取性;女方以性、身體與陪伴換取資源,甚至以對方財力作為擇偶門檻。此腳本同時出現在男聲的購買敘事與女聲的「主動議價」敘事中——即便以女性掌控的姿態呈現,權力來源仍繫於男性錢包,交易框架本身未被挑戰。\n\n- song-148:「She said pay for the pussy, pay for the pussy (pay), wait for the pussy, wait for the pussy」\n- song-388:「Pay my tuition just to kiss me on this wet-ass pussy」\n- song-338:「If your ass a broke nigga, hell nah, I can't date ya / If your ass a rich nigga, I'ma fuck ya 'til you ain't one」\n\n## 模式六:身體部位化與可替換的性對象名單\n\n女性被化約為臀、胸、性器等可供凝視、評分、取用的零件,甚至以「it」「thing」代稱;同時被放進可計數、可任意挑選替換的集合——征服名單、隨機點選、連名字都無需記得。個體性被抹除,存在價值收束於身體與性功能。\n\n- song-173:「Ass and titties, titties / Only thing that stuck with, with me」\n- song-527:「Keisha? (Kei), Jasmine? (Jas), Kiera? Megan? (Go) / Lisa? Ashley? (Ashley), Sierra? Sarah?」\n- song-218:「Man, this year I had three hundred one night stands」\n\n## 模式七:同意的侵蝕——拒絕被改寫、酒藥情境與單方決定\n\n女性的「不」被系統性地掏空:明確拒絕被詮釋為欲擒故縱的測試、遲疑被斷定為「其實想要」;酒精與藥物情境下的性被常態化甚至當作炫耀資本;性行為中的關鍵決定(如取下保險套)由男方單方面做成,女性意願在文本中完全缺席。\n\n- song-427:「Ask you to dance, you say \"No\" just to see how far I'll go」\n- song-327:「Cuenta que no quiere pero me tiene espionaje」\n- song-246:「Fucked that bitch on molly」、「I pulledLine truncated
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You are inducing the recurring patterns in how the problems
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appear across the consolidated reading reports of many songs.
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Input: a JSON object keyed by song ID (such as "song-11"),
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each value the consolidated reading report of that song; a
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report of 「無」 means no problem was found for that song.
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{
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"song-11": "consolidated report ...",
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"song-95": "無"
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}
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The reports come from feminist-perspective readings of each
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song's lyrics; every item carries verbatim quotes and a
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convergence mark, and the trailing 「僅單獨提及」 line of a
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report holds the scattered findings of a single reading --
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take them into account when inducing the patterns, but draw
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the representative quotes from the main lists only.
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Task: induce the patterns -- the recurring forms in which
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the problems appear and operate -- across the reports.
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Rules:
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- A pattern describes how a problem works in the lyrics:
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what is coupled with what, who speaks, how the mechanism
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runs. It is not a category for filing problems, and not
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every problem needs to belong to one; a pattern may also
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cut across several kinds of problems.
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- Induce the patterns from the report contents; never
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introduce a problem or knowledge absent from the reports;
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the number of patterns follows the material, with nothing
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preset.
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- For every pattern: a name, a paragraph describing the form
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and how it operates, and two or three representative
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quotes, each with its song ID.
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- Describe and induce only; never evaluate severity, never
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make recommendations.
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Output: Traditional Chinese (Taiwan usage). One section per
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pattern; output nothing else.
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