Iter-4360dd15-0147-transcript
第 147 轮执行轨迹
→ call search_memory({"limit":8,"query":"4360dd15 NEXT_FOCUS erratum insertion replacement"}) → call list_recent({"n":6})
【tool:search_memory】
{"ok": true, "results": [{"title": "Iter-4360dd15-0060-transcript", "tags": "iteration transcript", "modified": "20260424200117000", "preview": "!! 第 60 轮执行轨迹
→"}, {"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 38310895 NEXT_FOCUS 原始人类试验 PMID 主要终点\"}) → call list_recent({\"n\":10}) → call list_by_tag({\"limit\":10,\"tag\":\"4360dd15\"}) 【tool:search_memory】 {\"ok\": true,【tool:list_recent】
{"ok": true, "items": [{"title": "Error-20260425-064944", "modified": "20260424224944000", "tags": "error iteration"}, {"title": "Iter-4360dd15-0145-reflection", "modified": "20260424224859000", "tags": "iteration reflection"}, {"title": "NEXT_FOCUS", "modified": "20260424224859000", "tags": "pinned focus"}, {"title": "先找确定样本再测分类器", "modified": "20260424224859000", "tags": "lesson erratum alignment verification"}, {"title": "Iter-4360dd15-0145-transcript", "modified": "20260424224855000", "tags": "iteration transcript"}, {"title": "Iter-4360dd15-0145-fact-replacement-erratum-pressure-test", "modified": "20260424224847000", "tags": "4360dd15 knowledge method [[erratum verification]]"}]}
→ call read_note({"title":"NEXT_FOCUS"})
→ call read_note({"title":"Iter-4360dd15-0145-fact-replacement-erratum-pressure-test"})
→ call list_tools({})
【tool:read_note】
{"ok": true, "title": "NEXT_FOCUS", "tags": "pinned focus", "text": "!! 下轮焦点（来自 mission `4360dd15` · Iter-0145）\n\n找到一篇明确包含插入或替换的勘误样本，取出原句与更正句做最小差分验证。"}
【tool:read_note】
{"ok": true, "title": "Iter-4360dd15-0145-fact-replacement-erratum-pressure-test", "tags": "4360dd15 knowledge method [[erratum verification]]", "text": "!! 本轮进展\n用一篇 //插入/替换型勘误// 做了压力测试：PMC5823068（PMID 29497327）摘要中的原句\n''The frequency of PFS was 72% in the pyelonephritis group vs 39% in the control group''\n被修正为\n''The frequency of PFS was 72% in the pyelonephritis group vs 29% in the control group''。\n\n!! 关键证据\n- PMC 原页文本明确给出 \"should read\" 两个版本。\n- 以空格 tokenization + SequenceMatcher 做最小对齐，差异被判定为 //replacement//，不是 deletion。\n- 变更跨度仅为单个 token：39% → 29%。\n\n!! 可复现推演\n
\n\n!! 结论\n这条勘误是当前对齐流程的有效 //反例//：如果把所有勘误都默认归为纯删除，会把这种数值替换误判掉。下一步应把“deletion / insertion / replacement / mixed”分类固化到复用流程里。"}【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 pubmed_search({"limit":10,"query":"erratum insertion should read abstract PMC"})
→ call web_search({"limit":10,"query":"site:pmc.ncbi.nlm.nih.gov erratum should read inserted abstract \"should read\""})
【tool:pubmed_search】
{"ok": true, "query": "erratum insertion should read abstract PMC", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pmc.ncbi.nlm.nih.gov erratum should read inserted abstract \"should read\"", "results": []}
→ call web_search({"limit":10,"query":"PMC erratum abstract corrected should read replaced with correction \"should read\""})
→ call pubmed_search({"limit":10,"query":"erratum abstract correction replaced should read"})
【tool:web_search】
{"ok": true, "query": "PMC erratum abstract corrected should read replaced with correction \"should read\"", "results": []}
【tool:pubmed_search】
{"ok": true, "query": "erratum abstract correction replaced should read", "results": [{"pmid": "34166037", "title": "\"Examining the incremental and interactive effects of boldness with meanness and disinhibition within the triarchic model of psychopathy\": Correction.", "source": "Personal Disord", "pubdate": "2022 Jan", "authors": ["Gatner DT", "Douglas KS", "Hart SD"], "url": "https://pubmed.ncbi.nlm.nih.gov/34166037/"}, {"pmid": "30089803", "title": "Author Correction: Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols.", "source": "Nat Commun", "pubdate": "2018 Aug 8", "authors": ["Brüggemann M", "Hayeck N", "George C"], "url": "https://pubmed.ncbi.nlm.nih.gov/30089803/"}, {"pmid": "29219032", "title": "Corrigendum.", "source": "Phlebology", "pubdate": "2018 May", "authors": [], "url": "https://pubmed.ncbi.nlm.nih.gov/29219032/"}]}
→ call web_fetch({"max_chars":5000,"url":"https://pubmed.ncbi.nlm.nih.gov/34166037/"})
→ call web_search({"limit":10,"query":"\"34166037\" PMC correction abstract"})
【tool:web_fetch】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://pubmed.ncbi.nlm.nih.gov/34166037/'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
【tool:web_search】
{"ok": true, "query": "\"34166037\" PMC correction abstract", "results": []}
→ call pubmed_search({"limit":20,"query":"(\"correction\"[Title] OR erratum[Title]) abstract replace replaced with \"should read\""})
→ call web_search({"limit":20,"query":"site:pubmed.ncbi.nlm.nih.gov correction abstract \"should read\" \"replaced with\""})
→ call web_search({"limit":20,"query":"site:pmc.ncbi.nlm.nih.gov \"should read\" abstract correction replaced with"})
【tool:pubmed_search】
{"ok": true, "query": "(\"correction\"[Title] OR erratum[Title]) abstract replace replaced with \"should read\"", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pubmed.ncbi.nlm.nih.gov correction abstract \"should read\" \"replaced with\"", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pmc.ncbi.nlm.nih.gov \"should read\" abstract correction replaced with", "results": []}
→ call pubmed_search({"limit":20,"query":"\"corrected to read\" erratum abstract"})
→ call pubmed_search({"limit":20,"query":"\"should read\" erratum abstract PMID"})
→ call web_search({"limit":20,"query":"site:pubmed.ncbi.nlm.nih.gov \"corrected to read\" erratum"})
【tool:pubmed_search】
{"ok": true, "query": "\"corrected to read\" erratum abstract", "results": [{"pmid": "41505329", "title": "Correction to \"How full is the glass? Examining the validity of the counseling center assessment of psychological symptoms-62 across five ethnoracial groups\" by Zhao et al. (2025).", "source": "J Couns Psychol", "pubdate": "2026 Jan", "authors": [], "url": "https://pubmed.ncbi.nlm.nih.gov/41505329/"}, {"pmid": "41182735", "title": "Correction to \"Perceptual sensitivity to labeling stereotyped emotion expressions: Associations with age and subclinical psychopathology symptoms from childhood through early adulthood\" by Weissman et al. (2025).", "source": "Emotion", "pubdate": "2026 Feb", "authors": [], "url": "https://pubmed.ncbi.nlm.nih.gov/41182735/"}, {"pmid": "40733155", "title": "Correction: Szebeni, J. Expanded Spectrum and Increased Incidence of Adverse Events Linked to COVID-19 Genetic Vaccines: New Concepts on Prophylactic Immuno-Gene Therapy, Iatrogenic Orphan Disease, and Platform-Inherent Challenges. Pharmaceutics 2025, 17, 450.", "source": "Pharmaceutics", "pubdate": "2025 Jun 20", "authors": ["Szebeni J"], "url": "https://pubmed.ncbi.nlm.nih.gov/40733155/"}, {"pmid": "40674017", "title": "Correction to \"An uncontrolled trial of couple HOPES: A guided online couple intervention for PTSD and relationship enhancement\" by Monson et al. (2022).", "source": "J Fam Psychol", "pubdate": "2025 Aug", "authors": [], "url": "https://pubmed.ncbi.nlm.nih.gov/40674017
【tool:pubmed_search】
{"ok": true, "query": "\"should read\" erratum abstract PMID", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pubmed.ncbi.nlm.nih.gov \"corrected to read\" erratum", "results": []}
→ call web_search({"limit":10,"query":"\"34166037\" correction text \"corrected to read\""})
→ call web_search({"limit":10,"query":"\"Examining the incremental and interactive effects of boldness with meanness and disinhibition within the triarchic model of psychopathy\" correction"})
→ call web_search({"limit":10,"query":"site:pmc.ncbi.nlm.nih.gov \"Correction to\" \"should read\" psychopathy"})
【tool:web_search】
{"ok": true, "query": "\"34166037\" correction text \"corrected to read\"", "results": []}
【tool:web_search】
{"ok": true, "query": "\"Examining the incremental and interactive effects of boldness with meanness and disinhibition within the triarchic model of psychopathy\" correction", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pmc.ncbi.nlm.nih.gov \"Correction to\" \"should read\" psychopathy", "results": []}
→ call pubmed_search({"limit":20,"query":"erratum insertion added sentence abstract"})
→ call pubmed_search({"limit":20,"query":"correction added sentence abstract replacement"})
→ call web_search({"limit":20,"query":"site:pubmed.ncbi.nlm.nih.gov correction added sentence abstract erratum"})
【tool:pubmed_search】
{"ok": true, "query": "erratum insertion added sentence abstract", "results": []}
【tool:pubmed_search】
{"ok": true, "query": "correction added sentence abstract replacement", "results": [{"pmid": "34964250", "title": "Postdialysis serum phosphate equilibrium in hemodialysis patients on a controlled diet and no binders.", "source": "Hemodial Int", "pubdate": "2022 Apr", "authors": ["Stremke ER", "Trevino L", "Doshi S", "Moorthi RN", "Hill Gallant KM", "Moe SM"], "url": "https://pubmed.ncbi.nlm.nih.gov/34964250/"}, {"pmid": "30089803", "title": "Author Correction: Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols.", "source": "Nat Commun", "pubdate": "2018 Aug 8", "authors": ["Brüggemann M", "Hayeck N", "George C"], "url": "https://pubmed.ncbi.nlm.nih.gov/30089803/"}, {"pmid": "29542222", "title": "Mindfulness, cognitive behavioural and behaviour-based therapy for natural and treatment-induced menopausal symptoms: a systematic review and meta-analysis.", "source": "BJOG", "pubdate": "2019 Feb", "authors": ["van Driel CM", "Stuursma A", "Schroevers MJ", "Mourits MJ", "de Bock GH"], "url": "https://pubmed.ncbi.nlm.nih.gov/29542222/"}]}
【tool:web_search】
{"ok": true, "query": "site:pubmed.ncbi.nlm.nih.gov correction added sentence abstract erratum", "results": []}
→ call web_search({"limit":10,"query":"\"34964250\" correction PMC erratum"})
→ call web_search({"limit":10,"query":"\"Postdialysis serum phosphate equilibrium\" correction"})
→ call web_search({"limit":10,"query":"site:pmc.ncbi.nlm.nih.gov \"Postdialysis serum phosphate equilibrium\""})
【tool:web_search】
{"ok": true, "query": "\"34964250\" correction PMC erratum", "results": []}
【tool:web_search】
{"ok": true, "query": "\"Postdialysis serum phosphate equilibrium\" correction", "results": []}
【tool:web_search】
{"ok": true, "query": "site:pmc.ncbi.nlm.nih.gov \"Postdialysis serum phosphate equilibrium\"", "results": []}
→ call web_search({"limit":10,"query":"\"30089803\" \"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" correction"})
→ call web_search({"limit":10,"query":"\"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" erratum"})
→ call web_search({"limit":10,"query":"site:nature.com \"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" correction"})
【tool:web_search】
{"ok": true, "query": "\"30089803\" \"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" correction", "results": []}
【tool:web_search】
{"ok": true, "query": "\"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" erratum", "results": []}
【tool:web_search】
{"ok": true, "query": "site:nature.com \"Interfacial photochemistry at the ocean surface is a global source of organic vapors and aerosols\" correction", "results": []}
→ call define_tool({"name":"erratum_diff_classifier","description":"对原句与更正句做最小 token 对齐，输出修订类型（deletion/insertion/replacement/mixed/identical）及变更片段，便于勘误压力测试。","code":"from difflib import SequenceMatcher\nimport re\n\ndef _tok(text: str):\n # 保留标点附近的词边界，优先稳定地比较勘误中的最小变化单元\n return re.findall(r'\\S+', text.strip()) if text else []\n\n\ndef _slice(tokens, a1, a2):\n return tokens[a1:a2]\n\n\ndef run(**kwargs):\)
【tool:define_tool】
{"ok": false, "error": "参数错误: tool_define_tool() missing 1 required positional argument: 'parameters'"}
→ call define_tool({"name":"erratum_diff_classifier","description":"对原句与更正句做最小 token 对齐，输出修订类型（deletion/insertion/replacement/mixed/identical）及变更片段，便于勘误压力测试。","code":"from difflib import SequenceMatcher\nimport re\n\ndef _tok(text: str):\n # 保留标点附近的词边界，优先稳定地比较勘误中的最小变化单元\n return re.findall(r'\\S+', text.strip()) if text else []\n\n\ndef _slice(tokens, a1, a2):\n return tokens[a1:a2]\n\n\ndef run(**kwargs):\)
【tool:define_tool】
{"ok": false, "error": "参数错误: tool_define_tool() missing 1 required positional argument: 'parameters'"}
→ call define_tool({"parameters":{"name":"erratum_diff_classifier","description":"对原句与更正句做最小 token 对齐，输出修订类型（deletion/insertion/replacement/mixed/identical）及变更片段，便于勘误压力测试。","code":"from difflib import SequenceMatcher\nimport re\n\ndef _tok(text: str):\n # 保留标点附近的词边界，优先稳定地比较勘误中的最小变化单元\n return re.findall(r'\\S+', text.strip()) if text else []\n\n\ndef _slice(tokens, a1, a2):\n return tokens[a1:a2]\n\n\ndef r)
【tool:define_tool】
{"ok": false, "error": "参数错误: tool_define_tool() missing 3 required positional arguments: 'name', 'description', and 'code'"}
【assistant】
本轮结论：**未完成“可直接验证的插入/替换型勘误样本”锁定**。
我检索到了若干 correction/erratum 候选 PMID，但通过 PubMed/网页入口都没有拿到可复核的“原句 vs 更正句”文本配对，因此**不能声称已完成最小差分验证**。这轮的有效收获是把问题进一步收窄：以后优先找**可直接打开全文勘误页**的样本，而不是只看 PubMed 题录。
可复用的教训：
- 只拿到 metadata 不够，必须先确认**原文段落与勘误段落都可访问**；
- 下一步检索应优先锁定 **PMC / 开放全文 / 出版社勘误页**；
- 对分类器测试，样本必须先是“已知配对”，再做对齐，不要反推。
<NEXT_FOCUS>找到一篇能直接打开勘误全文的开放获取样本，抽出原句与更正句并用词级对齐确认其是 insertion 还是 replacement。</NEXT_FOCUS>