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长文分层摘要Layered long-document summary

提示词与工作流Prompts & workflows · 提示词案例Prompt case

输出总述、分节要点与未解决问题;每条要点带段落定位。

Output an overview, section points and open questions; each point carries a paragraph locator.

提示词效果未实测。Prompt effect has not been tested.

提示词是可复跑的模板,不是效果承诺。换模型、换版本、换输入都可能改变结果;用本页的检查点自己核对,并把官方出处当作机制依据而不是效果保证。A prompt is a re-runnable template, not a promise of results. Changing the model, version or input can change the outcome. Use the checkpoints on this page to verify it yourself, and treat the official sources as evidence of mechanism rather than a guarantee of effect.

任务与输入Task and inputs

把长文摘要成层级要点并保留出处。 输入:长文原文、章节结构、摘要长度上限。

Output an overview, section points and open questions; each point carries a paragraph locator. Inputs: Long source text, section structure, and summary length limit.

提示词本体The prompt

总结原文。输出 overview、sections[](heading、points[]、locator)、open_questions[]。每个 point 必须来自对应段落,locator 写章节/段号。不得把作者未来工作写成已完成结论。总长度不超过 {limit}。

占位符用 {字段} 标注,运行前替换为本次输入。

Summarise the source. Output overview, sections[] (heading, points[], locator), and open_questions[]. Each point must come from its paragraph; locator gives section/paragraph number. Do not turn future work into completed conclusions. Keep total length under {limit}.

Replace {field} placeholders with the current inputs before running.

预期输出形态Expected output shape

overview、sections[]、open_questions[]。

overview, sections[], and open_questions[].

检查点Checkpoints

  • 每条 point 有 locator 且可回连。
  • 未来工作仍在 open_questions。
  • 长度不超上限。
  • Each point has a locator and can be traced.
  • Future work remains in open_questions.
  • Length stays under the limit.

失败分支Failure branches

  • 摘要混入观点:删除评价句。
  • 定位缺失:补段号或重分节。
  • Opinions enter the summary: remove evaluative sentences.
  • Missing locators: add paragraph numbers or re-section.

出处与边界Sources and limits

提示词效果未实测。机制依据见出处;换模型、版本或输入会改变结果。

This site has not tested the effect of this prompt. See the sources for the mechanism; changing model, version or input can change the result.

出处Sources

来源Source链接URL
OpenAI Cookbook · GPT-4.1 Prompting Guide(官方仓库 raw,2026-11-07 直抓 200)OpenAI Cookbook: GPT-4.1 Prompting Guide (official repository raw, fetched 200 on 2026-11-07)https://raw.githubusercontent.com/openai/openai-cookbook/main/examples/gpt4-1_prompting_guide.ipynbhttps://raw.githubusercontent.com/openai/openai-cookbook/main/examples/gpt4-1_prompting_guide.ipynb

资料快照日期:2026-11-07;单项复核范围与日期见对应正文或来源记录。产品功能与条款可能变化,使用前请核对原始来源。Source snapshot: 2026-11-07; item-specific rechecks and their scope are recorded in the text or source notes. Features and terms may change; check the original sources before use.