Iter-4360dd15-0164-transcript
第 164 轮执行轨迹
→ call search_memory({"limit":10,"query":"4360dd15 local insertion counterexample rewrite PMC4083033"})【tool:search_memory】
{"ok": true, "results": [{"title": "Iter-4360dd15-0162-transcript", "tags": "iteration transcript", "modified": "20260424231857000", "preview": "!! 第 162 轮执行轨迹
→ call search_memory({\\\"limit\\\":10,\\\"query\\\":\\\"4360dd15 PMC4083033 整句替换 判定模"}, {"title": "Iter-4360dd15-0159-transcript", "tags": "iteration transcript", "modified": "20260424231405000", "preview": "!! 第 159 轮执行轨迹 → call search_memory({\\\"limit\\\":10,\\\"query\\\":\\\"4360dd15 NEXT_FOCUS 剩余 10 条"}, {"title": "Iter-4360dd15-0060-transcript", "tags": "iteration transcript", "modified": "20260424200117000", "preview": "!! 第 60 轮执行轨迹 → call read_note({"title":"NEXT_FOCUS"})
【tool:read_note】
{"ok": true, "title": "NEXT_FOCUS", "tags": "pinned focus", "text": "!! 下轮焦点（来自 mission 4360dd15 · Iter-0163）\n\n把 PMC4083033 和 2-3 个局部插入反例放进同一条二层规则里，验证能否稳定分开。"}
→ call search_memory({"limit":10,"query":"4360dd15 local insertion 反例 erratum rewrite insertion counterexample"})
【tool:search_memory】
{"ok": true, "results": [{"title": "Iter-4360dd15-0162-transcript", "tags": "iteration transcript", "modified": "20260424231857000", "preview": "!! 第 162 轮执行轨迹
→ call search_memory({\"limit\":10,\"query\":\"4360dd15 PMC4083033 rewrite local insertion 二层 规则 local insertion 反例\"}) 【tool:search_memory】 {\"ok\": true, \"results\": [{\"title\": \"Iter-4360dd15-0159-transcript\", \"tags\": \"iteration transcript\", \"modified\": \"20260424231405000\", \"preview\": \"!! 第 159 轮执行轨迹 → call search_memory({\"limit\":8,\"query\":\"4360dd15 insertion erratum PMC corrected sentence added text should read\"}) 【tool:search_memory】 {\"ok\": true, \"results\": [{\"title\": \"Iter-4360dd15-0145-transcript\", \"tags\": \"iteration transcript\", \"modified\": \"20260424224855000\", \"preview\": \"!! 第 145 轮执行轨迹 → call search_memory({\"limit\":10,\"query\":\"4360dd15 PMC4083033 local insertion rewrite 二层 规则\"}) → call list_tools({}) 【tool:search_memory】 {\"ok\": true, \"results\": [{\"title\": \"Iter-4360dd15-0162-trans → call web_search({"limit":5,"query":"PMC4083033 erratum corrected sentence should read insertion replacement"})
→ call web_search({"limit":5,"query":"PMC local insertion erratum corrected sentence added text replacement example"})
→ call list_tools({})
【tool:web_search】
{"ok": true, "query": "PMC4083033 erratum corrected sentence should read insertion replacement", "results": [{"title": "Erratum: Corrected Sentence. The Appropriateness of the Length of ...", "url": "https://europepmc.org/articles/PMC4083033", "snippet": "On the page 130, in the middle of the right column, \"In detail, female skin was thicker than those of males, which is consistent to many other previous studies [3,15,20]\" should be corrected as following. Corrected Sentence In detail, men have thicker skin than do women, which is consistent to many other previous studies [3,15,20]."}, {"title": "Sentence Checker", "url": "https://sentencechecker.com/", "snippet": "Free online spell and grammar checker based on LanguageTool - an open source proofreading software."}, {"title": "Failed IUD Insertion? Here's Why Choosing Between Discontinued ... - AAPC", "url": "https://www.aapc.com/codes/coding-newsletters/my-ob-gyn-coding-alert/case-study-failed-iud-insertion-heres-why-choosing-between-discontinued-reduced-services-is-key-169868-article", "snippet": "First, Read This Procedure Note Although IUD insertion and replacement situations may seem simple coding-wise, an attempted and unsuccessful insertion is not so easy. Read the following procedure note. Procedure: Ms. S comes in today for IUD placement. After informed consent and using sterile technique, she was prepped and draped in the usual ..."}, {"title": "Free Grammar Checker (Online Editor)", "url": "https://www.gramm
【tool:web_search】
{"ok": true, "query": "PMC local insertion erratum corrected sentence added text replacement example", "results": [{"title": "Addressing Errors in Scientific Publishing: The Role of Errata - PMC", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11665756/", "snippet": "By publishing an erratum , publishers can ensure scientific accuracy and maintain ethical standards. This practice has several beneficial impacts: 1. Enhancing Trust and Transparency Trust is the cornerstone of scientific research. When journals openly admit and correct errors, it fosters trust among researchers, clinicians, and the public."}, {"title": "Correction Notices - APA Style", "url": "https://apastyle.apa.org/style-grammar-guidelines/research-publication/correction-notices", "snippet": "Errors can occur in published journal articles. Some errors require the publisher to not only correct the article but also issue a correction notice: a formal, public announcement of the correction that alerts readers to the changes to the published work. A correction may also be called an erratum (plural: errata) or a corrigendum (plural: corrigenda). The guidance on this page applies to ..."}, {"title": "How to submit a corrigendum (correction) or addendum", "url": "https://support.jmir.org/hc/en-us/articles/115001301507-How-to-submit-a-corrigendum-correction-or-addendum", "snippet": "The process for submitting a corrigendum or addendum is as follows: IIn the case of a corrigendum (to correct an error) or an addendum
【tool:list_tools】
{"ok": true, "tools": [{"name": "search_memory", "description": "在 TiddlyWiki 长期记忆中按关键字搜索（支持中文空格分隔），返回标题、标签、预览。每轮迭代开始前应先调用以回忆。", "custom": false}, {"name": "read_note", "description": "读取某一条 tiddler 的完整正文。", "custom": false}, {"name": "write_note", "description": "向 TiddlyWiki 写入（或覆盖）一条 tiddler。这是 Sisyphus 的长期记忆入口——每轮至少写一条。建议标签：knowledge, experiment, reflection, plan, idea, fact, question, lesson。TiddlyWiki 标记：!! 小标题，''粗体''，//斜体//，[[其它tiddler]]。", "custom": false}, {"name": "list_recent", "description": "列出最近修改过的 tiddler。", "custom": false}, {"name": "list_by_tag", "description": "按标签列出相关 tiddler。", "custom": false}, {"name": "run_python", "description": "在 workspace/ 下以子进程执行一段 Python 代码，返回 stdout/stderr。用于计算、模拟、验证假设、抓取公开数据（禁止任何破坏性操作）。", "custom": false}, {"name": "read_file", "description": "读取 workspace/ 下的某个文件。", "custom": false}, {"name": "write_file", "description": "向 workspace/ 下写入文件（默认覆盖，append=true 时追加）。", "custom": false}, {"name": "list_files", "description": "列出 workspace/ 下的文件。", "custom": false}, {"name": "web_fetch", "description": "抓取任意公开 URL（GET），返回剥离 HTML 后的纯文本。适合读论文摘要、文档、博客、百科。", "custom": false}, {"name": "web_search", "description": "用 DuckDuckGo 搜索互联网，返回 title/url/snippet 列表。找入口、找链接、调研时用。", "custom": false}, {"name": "wiki_search", "description": "维基百科搜索：返回若干条目的摘要和 URL。lang 默认 en，可传 zh 等。", "custom": false}, {"name": "arxiv_search", "description": "arXiv 论文检索：标题/作者/摘要/链接。理论、数学、物理、CS、bio 类前沿论文的主入口。", "custom": false}, {"name": "pubmed_search", "descriptio
→ call search_memory({"limit":10,"query":"4360dd15 local insertion counterexample PMC erratum inserted text should read local modification"})
【tool:search_memory】
{"ok": true, "results": [{"title": "Iter-4360dd15-0163-transcript", "tags": "iteration transcript", "modified": "20260424232215000", "preview": "!! 第 163 轮执行轨迹
→ call search_memory({\\\"limit\\\":10,\\\"query\\\":\\\"4360dd15 PMC4083033 re"}, {"title": "Iter-4360dd15-0151-transcript", "tags": "iteration transcript", "modified": "20260424230157000", "preview": "!! 第 151 轮执行轨迹 → call search_memory({\\\"limit\\\":10,\\\"query\\\":\\\"4360dd15 NEXT_FOCUS errat"}, {"title": "Iter-4360dd15-0145-transcript", "tags": "iteration transcript", "modified": "20260424224855000", "preview": "!! 第 145 轮执行轨迹 → call list_by_tag({"limit":20,"tag":"4360dd15"})
【tool:list_by_tag】
{"ok": true, "items": [{"title": "Iter-4360dd15-0160-method-pmc4083033-rewrite-v2", "modified": "20260424231537000"}, {"title": "Iter-4360dd15-0159-lesson-rewrite-threshold-failure", "modified": "20260424231322000"}, {"title": "Iter-4360dd15-0158-method-pmc4083033-sentence-rewrite-template", "modified": "20260424231132000"}, {"title": "Iter-4360dd15-0157-fact-pmc4083033-word-diff", "modified": "20260424231031000"}, {"title": "Iter-4360dd15-0156-fact-pmc4083033-xml-offsets", "modified": "20260424230924000"}, {"title": "Iter-4360dd15-0155-fact-pmc4083033-xml-coordinates", "modified": "20260424230807000"}, {"title": "Iter-4360dd15-0154-fact-pmc4083033-tokenization-robustness", "modified": "20260424230648000"}, {"title": "Iter-4360dd15-0153-fact-pmc4083033-direct-xml-diff", "modified": "20260424230526000"}, {"title": "Iter-4360dd15-0152-fact-pmc4083033-diff-type", "modified": "20260424230323000"}, {"title": "PMC4083033 erratum minimal diff", "modified": "20260424225923000"}, {"title": "Iter-4360dd15-0149-lesson-pmc4083033-not-insertion", "modified": "20260424225824000"}, {"title": "Iter-4360dd15-0145-fact-replacement-erratum-pressure-test", "modified": "20260424224847000"}, {"title": "Iter-4360dd15-0144-fact-BOLERO-2-erratum-word-alignment-context", "modified": "20260424224623000"}, {"title": "Iter-4360dd15-0143-fact-BOLERO-2-erratum-vertical-verbatim-pair", "modified": "20260424224527000"}, {"title": "Iter-4360dd15-0142-fact-BOLERO-2-erratum-redline-pair", "modified": "202604242
→ call read_note({"title":"Iter-4360dd15-0158-method-pmc4083033-sentence-rewrite-template"})
→ call read_note({"title":"Iter-4360dd15-0149-lesson-pmc4083033-not-insertion"})
→ call read_note({"title":"Iter-4360dd15-0160-method-pmc4083033-rewrite-v2"})
→ call read_note({"title":"PMC4083033 erratum minimal diff"})
【tool:read_note】
{"ok": true, "title": "Iter-4360dd15-0158-method-pmc4083033-sentence-rewrite-template", "tags": "method fact erratum verification 4360dd15", "text": "!! PMC4083033 勘误：整句替换判定模板（最小可验证版）\n\n本轮把已验证的词级 diff 结果抽象成一个可复用的判定模板，用于快速区分“局部插入/小修”与“整句替换/重写”。\n\n!! 输入\n- old: 原句\n- new: 更正句\n- 预处理：按 \\^\\+\\]|\\w+|[^\\w\\s] 进行 token 化\n\n!! 判定规则（经验阈值）\n1. 用 difflib.SequenceMatcher(a=old_t, b=new_t).get_opcodes() 得到编辑块\n2. 统计：\n - changed_blocks = 非 equal opcode 的数量\n - common_tokens = equal token 数\n - changed_tokens = 所有非 equal 块的 token 质量近似值\n3. 若满足以下条件，则判定为 整句替换/重写：\n - changed_blocks >= 2\n - changed_tokens >= 4\n - common_tokens >= 6\n4. 否则暂记为 局部修改\n\n!! 已验证样例\n- PMC4083033：\n - 原句：\"In detail, female skin was thicker than those of males, which is consistent to many other previous studies [3,15,20]\"\n - 更正句：\"In detail, men have thicker skin than do women, which is consistent to many other previous studies [3,15,20].\"\n - 结果：rewrite\n - changed_blocks=4, common_tokens=15, changed_tokens=9\n\n!! 对照反例\n- \"A was observed in the sample.\" → \"A significant effect was observed in the sample.\"\n- 结果：local\n- 说明该模板不会把单点插入误判成整句重写\n\n!! 可复现代码\n
\nimport difflib, re\n\ndef tok(s):\n return re.findall(r\"\\[[^\\]]+\\]|\\w+|[^\\w\\s]\", s)\n\nold_t = tok(old)\nnew_t = tok(new)\nop = difflib.SequenceMatcher(a=old_t, b=new_t).get_opcodes()\n【tool:read_note】
{"ok": true, "title": "Iter-4360dd15-0149-lesson-pmc4083033-not-insertion", "tags": "4360dd15 lesson erratum verification critique", "text": "!! 本轮批判性结论\n当前锁定的 PMC4083033 虽然是一个可验证的勘误页，但它**不是插入型样本**，而是**替换 / rewrite 型**：\n\n- 原句：''In detail, female skin was thicker than those of males, which is consistent to many other previous studies [3,15,20]''\n- 更正句：''In detail, men have thicker skin than do women, which is consistent to many other previous studies [3,15,20].''\n\n!! 为什么这点重要\n如果把标题含 ''Corrected Sentence'' 的勘误页当作潜在插入样本，检索会被系统性带偏：\n- 这类页面往往给出整句重写，而不是局部补入；\n- 当前样本的差异不是在原句上插入短语，而是把核心谓词与语义框架整体替换。\n\n!! 反证意义\n这条样本可作为当前分类器/检索策略的负例：\n- **不是 insertion**\n- **是 replacement**\n- 因而不能满足“纯插入”压力测试的需要\n\n!! 可复现依据\n证据来自 PMC4083033 对应的 erratum 页面与原句/更正句比对，且差异可直接在 token 级别观察到：核心变更发生在 ''female skin was thicker than those of males'' ↔ ''men have thicker skin than do women''，属于重写而非补词。\n\n!! 下轮策略提示\n应优先寻找标题或正文里明确出现 ''omitted''、''missing from''、''inserted''、''additional sentence'' 之类的勘误页，避免继续在 ''Corrected Sentence'' 类页面上浪费检索预算。"}
【tool:read_note】
{"ok": true, "title": "Iter-4360dd15-0160-method-pmc4083033-rewrite-v2", "tags": "method fact 4360dd15 [[erratum verification]]", "text": "!! PMC4083033 勘误：改进后的重写判定信号（v2 草案）\n\n本轮把已验证样例与两个局部插入反例做了对比，得到一个更稳的二层信号：\n- 第一层：token 级编辑强度（SequenceMatcher ratio / changed_blocks / changed_tokens）\n- 第二层：内容词重叠（去掉停用词后的 Jaccard）\n\n!! 观测\n对四个样例的 Python 复核结果：\n- 局部插入：\n - A was observed in the sample. → A significant effect was observed in the sample.\n - ratio=0.875, content_jaccard=0.50\n- 局部副词插入：\n - The result was significant in the sample. → The result was highly significant in the sample.\n - ratio=0.941, content_jaccard=0.75\n- 明显重写：\n - Female skin was thicker than male skin in detail. → Men have thicker skin than women in detail.\n - ratio=0.526, content_jaccard=0.375\n- PMC4083033：\n - In detail, female skin was thicker than those of males, which is consistent to many other previous studies [3,15,20]\n - → In detail, men have thicker skin than do women, which is consistent to many other previous studies [3,15,20].\n - ratio=0.714, content_jaccard=0.643\n\n!! 结论\n仅靠 changed_blocks/changed_tokens 的阈值会漏掉“语义上是 rewrite、但编辑块不够多”的句子。更稳的最小规则应至少包含：\n- ratio < 0.8 或\n- content_jaccard < 0.7 或\n- changed_blocks >= 2 或\n- changed_tokens >= 4\n\n这组规则对本轮样例的方向是：\n- 两个插入型样例应保持 local\n- 两个重写样例应判为 rewrite\n\n!! 可复现代码\n
\nimport re, difflib\nSTOP = set('a an the in on at of to for and or was is are were be been being than do does did with by as fro【tool:read_note】
{"ok": true, "title": "PMC4083033 erratum minimal diff", "tags": "4360dd15 fact [[erratum verification]]", "text": "!! PMC4083033 勘误的最小差分\n\n来源：[[PMC4083033]]（Erratum: Corrected Sentence）\n\n原句：\n\"In detail, female skin was thicker than those of males, which is consistent to many other previous studies [3,15,20]\"\n\n更正句：\n\"In detail, men have thicker skin than do women, which is consistent to many other previous studies [3,15,20].\"\n\n!! 判定\n这是//替换 / rewrite// 型勘误，不是插入型：\n- 主语与语义反转：''female skin was thicker than those of males'' → ''men have thicker skin than do women''\n- 动词结构整体重写：''was thicker than those of males'' → ''have thicker skin than do women''\n- 末尾补了句号\n\n!! 可复现的最小判定\n用词级差分（Python `difflib.ndiff`）可见：\n- 删除了：female / was / thicker / those of / males\n- 新增了：men / have / thicker / do / women\n- 保留骨架：In detail, skin than which is consistent to many other previous studies [3,15,20]\n\n结论：该勘误属于//语义级替换//，不能归为单纯插入。"}
→ call run_python({"code":"import re, difflib, json\nSTOP = set('a an the in on at of to for and or was is are were be been being than do does did with by as from that this these those which'.split())\n\ndef tok(s):\n return re.findall(r\"\\[[^\\]]+\\]|\\w+|[^\\w\\s]\", s.lower())\n\ndef content_words(s):\n return [t for t in re.findall(r\"[a-z]+\", s.lower()) if t not in STOP]\n\ndef metrics(old, new):\n )
【tool:run_python】
{"ok": true, "stdout": "[\n [\n \"PMC4083033\",\n \"rewrite\",\n {\n \"ratio\": 0.714,\n \"changed_blocks\": 4,\n \"common_tokens\": 15,\n \"changed_tokens\": 9,\n \"content_jaccard\": 0.615\n }\n ],\n [\n \"local_insert_1\",\n \"rewrite\",\n {\n \"ratio\": 0.875,\n \"changed_blocks\": 1,\n \"common_tokens\": 7,\n \"changed_tokens\": 2,\n \"content_jaccard\": 0.5\n }\n ],\n [\n \"local_insert_2\",\n \"local\",\n {\n \"ratio\": 0.941,\n \"changed_blocks\": 1,\n \"common_tokens\": 8,\n \"changed_tokens\": 1,\n \"content_jaccard\": 0.75\n }\n ],\n [\n \"local_insert_3\",\n \"rewrite\",\n {\n \"ratio\": 0.727,\n \"changed_blocks\": 1,\n \"common_tokens\": 4,\n \"changed_tokens\": 2,\n \"content_jaccard\": 0.75\n }\n ],\n [\n \"borderline_insert\",\n \"rewrite\",\n {\n \"ratio\": 0.833,\n \"changed_blocks\": 2,\n \"common_tokens\": 5,\n \"changed_tokens\": 2,\n \"content_jaccard\": 0.5\n }\n ]\n]\nSUSPICIOUS local_insert_1 0.875 0.5 1 2\nSUSPICIOUS local_insert_3 0.7272727272727273 0.75 1 2\n", "stderr": "", "returncode": 0}
→ call write_note({"tags":["lesson","critique","4360dd15","erratum verification"],"text":"!! 批判性回合：v2 二层规则的主要失败点\n\n本轮把 [[PMC4083033]] 与 3 个局部插入样例 + 1 个边界样例放进同一条规则里做了压力测试，结果暴露出一个明显缺陷：\n\n- `local_insert_1`: \"A was observed in the sample.\" → \"A significant effect was observed in the sample.\"\n - 被 v2 误判为 `rewrite`\n- `local_insert_3`: \"We observed the effect.\" → \"We observed a strong effect.\"\n - 也被 v2 误判为)
【tool:write_note】
{"ok": true, "path": "C:\\Users\\yh599\\Documents\\GitHub\\LLM-yh\\Sisyphus\\wiki\\tiddlers\\Iter-4360dd15-0164-lesson-v2-rule-false-positives.tid", "title": "Iter-4360dd15-0164-lesson-v2-rule-false-positives"}
【assistant】
本轮做了一个严厉的压力测试：把 PMC4083033 和 3 个局部插入反例放进同一条 v2 二层规则里跑了一遍。
结论很不客气：**v2 失败了**。
它能正确判出 PMC4083033 是 `rewrite`，但也把两个典型局部插入误判成 `rewrite`，说明 `ratio + content_jaccard` 这套判据对短句插入太敏感，假阳性过高，不能稳定分开 `rewrite` 与 `local insertion`。
我已把失败原因和可复现实验写入长期记忆：`Iter-4360dd15-0164-lesson-v2-rule-false-positives`。
<NEXT_FOCUS>下一轮只做一件事：定义并验证一个“主谓骨架是否改变”的最小判据，看它能否把局部补词和真正 rewrite 分开。</NEXT_FOCUS>