Overview Table
| Item | Content |
|---|---|
| Capability ID | 15 |
| Capability Name | Legal Summary |
| Capability Type | Information Extraction and Structuring |
| Core Function | Type identification, element extraction, logical organization, and structured output for various types of legal documents |
| Input | Full text of legal documents such as judgments, rulings, mediation agreements, arbitration awards, and administrative penalty decisions |
| Output | Structured summaries customized by document type (case information, facts, issues, basis, conclusion, reasoning) |
| Related Capabilities | Legal document formatting (ensuring output format standards), legal provision retrieval (verifying the accuracy of legal basis), legal reasoning (analyzing reasoning logic) |
| Key Principles | Faithful to the original text, objective and neutral, highlight the core, distinguish types |
Legal Statement
Important Notice:
- The summary must be faithful to the original text and must not add facts, opinions, or conclusions not stated in the original text.
- Subjective evaluative wording must not appear in the summary (such as "the court was wise," "the penalty was reasonable," "the defendant acted in bad faith," etc.).
- For documents in scanned or image form, OCR recognition may contain errors, and uncertainty should be noted in the summary.
- The summary conclusion only reflects the content contained in the document and does not represent a legal opinion on the substantive issues of the case.
- For cases currently under trial, the summary must not disclose procedural information or trade secrets that should not be made public.
I. Core Concepts
1.1 Comparison of Legal Document Types and Summary Focus
Different types of legal documents have different core functions and information structures, and the summary focus must be adjusted accordingly:
| Document Type | Core Function | Summary Focus | Key Elements Distinguishing It from Other Types |
|---|---|---|---|
| Judgment | Resolve substantive disputes | Fact finding, legal application, adjudication reasoning, judgment result | The court's "finding" of facts (not the parties' claims) |
| Ruling | Resolve procedural matters | Procedural background, content of application/objection, basis for ruling, procedural conclusion | Does not involve substantive disputes, only handles procedural issues |
| Mediation Agreement | Confirm mutual agreement of both parties | Matters in dispute, content of mediation agreement, performance arrangements | Reflects voluntariness of both parties, not a compulsory court adjudication |
| Arbitration Award | Final award by the arbitral tribunal | Arbitration requests, fact finding, arbitral tribunal opinions, award result | One-instance final award, basis of arbitration agreement |
| Administrative Penalty Decision | Administrative sanction | Illegal facts, basis for penalty, types and range of penalty | Unilaterally made by an administrative organ; may be subject to reconsideration or litigation |
1.2 Abstract vs. Abbreviation vs. Evaluation
原文 ──────────────────────────────────────→
摘要：提取核心要素，结构化重组，省略非关键细节
缩写：按比例压缩原文，保留所有信息点的精简版
评价：加入主观判断和价值评论（摘要中禁止）
The essence of an abstract: It is not simply shortening the original text, but identifying core information, removing irrelevant details, and reorganizing information according to a logical structure.
1.3 Six-Element Extraction Framework
All legal document abstracts should be developed around the following six elements:
┌─────────────────────────────────────────────────┐
│ 1. 案件信息：谁、何时、何地、何机构作出 │
│ 2. 事实背景：发生了什么（与结论相关的事实） │
│ 3. 争议焦点：需要解决的核心法律问题 │
│ 4. 法律依据：援引了哪些规范 │
│ 5. 结论结果：最终如何处理 │
│ 6. 说理过程：如何从事实+规范推导出结论 │
└─────────────────────────────────────────────────┘
II. Complete Workflow
Stage One: Preparation and Identification
Step 1: Identify the document type
First determine which type the legal document belongs to:
| Basis for determination | Judgment | Ruling | Mediation document | Arbitral award | Administrative penalty decision |
|---|---|---|---|---|---|
| Title keywords | "Civil Judgment" "Criminal Judgment" "Administrative Judgment" | "Civil Ruling" "Enforcement Ruling" | "Civil Mediation Document" "Mediation Agreement" | "Arbitral Award" | "Administrative Penalty Decision" |
| Core function | Substantive adjudication | Procedural handling | Confirmation of consensus | Arbitral award | Administrative sanction |
| Issuing body | Court | Court | Court (confirming the consensus of both parties) | Arbitration commission/arbitral tribunal | Administrative organ |
Judgment principle: One must not first apply a format and then identify the document, otherwise it is easy to miss the true focus of that type of document.
Step 2: Extract case information
Extract complete citation information from the header or title section of the document:
| Extraction item | Source location | Example |
|---|---|---|
| Case name | Document header | Meijing Company v. Ant Company Unfair Competition Dispute |
| Case number/document number | Below the document title | (2024) Jing 0108 Min Chu No. 1234 |
| Date | End of the document | December 7, 2024 |
| Issuing institution | Document header/end | Beijing Haidian District People's Court |
| Parties | Document header | Plaintiff: Meijing Company; Defendant: Ant Company |
Requirements: This part should preserve the original wording as much as possible to facilitate retrieval and citation.
Stage Two: Content Extraction
Step 3: Distill key facts or procedural background
According to the document type, distill the facts or procedural matters directly related to the conclusion:
Judgment/Arbitral award/Administrative penalty decision:
- Distill facts related to the substantive dispute
- Distinguish between "facts asserted by the parties" and "facts found in the document"
- Retain only key facts that affect the conclusion and remove irrelevant details
Ruling:
- Distill the procedural background (e.g., after the plaintiff filed suit, the defendant raised a jurisdictional objection)
- Distill the application matters or the content of the objection
- Facts not involving substantive disputes
Mediation agreement:
- Distill the disputed matters and the background of reaching mediation
- The main points of disagreement between the parties
- Key factors that facilitated mediation (if mentioned)
Step 4: Summarize the focus of the dispute
Distill the dispute in the document into one or more clear legal issues:
Requirements:
- Express as legal questions (answerable interrogative sentences)
- Capture the issue the adjudication actually resolves
- Avoid writing overly broad background descriptions
| Poor focus of the dispute | Good focus of the dispute |
|---|---|
| "The two parties had a dispute" | "Whether Meijing Company's act of scraping Ant Platform data constitutes unfair competition" |
| "There is a dispute" | "Whether the jurisdictional objection raised by the defendant is established" |
| "Compensation issue" | "Whether the 5 million yuan in damages claimed by the plaintiff has factual and legal basis" |
Step 5: Extract the conclusion or disposition result
Accurately summarize the final disposition conclusion of the document:
| Document type | Manner of expressing the conclusion | Example |
|---|---|---|
| Judgment | Judgment granting/supporting/dismissing/confirming/modifying | "Judgment that the defendant stop the alleged unfair competition conduct and compensate the plaintiff 2 million yuan for economic losses" |
| Ruling | Ruling granting/dismissing/transferring/suspending/terminating | "Ruling to dismiss the defendant's objection to the jurisdiction of this case" |
| Mediation agreement | The parties reached the following agreement | "The parties voluntarily reached the following mediation agreement: 1. The defendant shall pay the plaintiff XX yuan before X month X day..." |
| Arbitration award | Ruling... | "Ruling that the respondent pay the applicant 1 million yuan in RMB for goods and overdue interest" |
| Administrative penalty decision | Decide to impose... | "Decide to order the party to correct the illegal act and impose a fine of 500,000 yuan in RMB" |
Key principle: Accurately distinguish between "the parties' claims" and "the document's conclusion." Do not mistakenly write the plaintiff's claims as a court judgment.
Step 6: Extract the legal basis
List the legal norms cited in the document:
- Law: Article X of the Civil Code, Article X of the Criminal Law
- Judicial interpretation: Article X of the Supreme People's Court interpretation on...
- Administrative regulations/departmental rules
- Contract clauses(if a contract dispute is involved)
- Arbitration rules(arbitration award)
- Administrative discretion基準(administrative penalty decision)
Notes:
- Prioritize extracting the norms directly cited by the document and used as the basis for adjudication/award/penalty
- If the legal provisions cited in the document have become invalid or been amended, they may be noted in the summary
- For norms referred to by "reference" or "for reference," they may be listed separately
Step 7: Summarize the reasoning process
Briefly summarize the logical process by which the conclusion was reached:
The reasoning process should show:
- Which facts the document adopted (the situation regarding acceptance of evidence)
- How to apply legal norms (statutory interpretation and application)
- How to respond to the main disputes and defenses (responses to opposing views)
- How to derive a conclusion from facts + norms (chain of logic)
Requirements:
- Not a simple abridgement of the original text, but a demonstration of "how facts are found → how norms are applied → how the conclusion is reached"
- Concise language, highlighting the causal chain
- Avoid restating the complete course of the claims and defenses
Stage Three: Output
Step 8: Format the output according to the document type
Based on the identified document type, select the corresponding structured template for output (see the output format templates in Part Three).
III. Output Format Templates
Template A: General six-element summary (applicable to any legal document)
## 案件摘要
### 一、案件信息
- **案件名称：** [名称]
- **案号：** [案号]
- **日期：** [日期]
- **作出机构：** [机构]
- **当事人：** [原告/申请人/处罚对象] vs [被告/被申请人/处罚机关]
### 二、案件事实（或程序背景）
[简明陈述与结论直接相关的事实要点，使用第三人称，仅保留关键信息]
### 三、争议焦点
1. [焦点1，表述为法律问题]
2. [焦点2，如有]
### 四、结论
- [焦点1的结论是...]
- [焦点2的结论是...]
### 五、法律依据
- 《XXX法》第X条
- [司法解释/法规/合同条款/仲裁规则]
### 六、说理过程
[概述从事实认定到法律适用再到结论的逻辑路径，突出因果链条]
Template B: Judgment summary
## 判决书摘要
### 一、案件信息
- **案件名称：** [...]
- **案号：** [...]
- **法院：** [...]
- **裁判日期：** [...]
### 二、案件事实
[诉讼起因、原被告身份及主要主张，仅保留影响判决的关键事实]
### 三、争议焦点
1. [...]
### 四、法院认定事实
[法院对关键事实的认定（区别于当事人主张）]
### 五、法律依据
- [...]
### 六、裁判结果
- [支持/驳回/确认/变更的具体内容]
### 七、说理过程
[法院如何从证据→事实认定→法律适用→结论的逻辑链条]
Template C: Ruling summary
## 裁定书摘要
### 一、案件信息
- **案件名称：** [...]
- **案号：** [...]
- **法院：** [...]
- **裁定日期：** [...]
### 二、程序背景
[案件所处的程序阶段，如：原告起诉后被告提出管辖权异议]
### 三、申请或异议内容
[申请人/异议人提出的具体请求或主张]
### 四、争议焦点
[需要解决的程序性问题]
### 五、法律依据
- [...]
### 六、裁定结果
- [准许/驳回/移送/中止/终结]
### 七、说理过程
[法院对程序性问题的分析逻辑]
Template D: Mediation statement summary
## 调解书摘要
### 一、案件信息
- **案件名称：** [...]
- **案号：** [...]
- **法院：** [...]
- **调解日期：** [...]
### 二、案件背景
[争议事项与达成调解的背景]
### 三、调解事项
[双方争议的核心事项]
### 四、调解协议内容
- 第一条：[...]
- 第二条：[...]
- [履行方式、期限、违约责任等]
### 五、法律依据
- [确认调解协议效力的法律依据]
### 六、结果
[调解协议经法院确认，具有法律效力]
Template E: Arbitral award summary
## 仲裁裁决书摘要
### 一、案件信息
- **案件名称：** [...]
- **案号：** [...]
- **仲裁机构：** [...]
- **裁决日期：** [...]
- **仲裁庭组成：** [独任仲裁员/三人仲裁庭]
### 二、案件事实
[仲裁请求、争议事实，仅保留与裁决相关的内容]
### 三、争议焦点
[仲裁庭需要解决的核心问题]
### 四、仲裁庭认定事实
[仲裁庭对事实的认定]
### 五、法律依据
- [仲裁协议/仲裁规则]
- [实体法规范]
### 六、裁决结果
- [...]
- [一裁终局说明]
### 七、说理过程
[仲裁庭的分析逻辑]
Template F: Administrative penalty decision summary
## 行政处罚决定书摘要
### 一、案件信息
- **处罚决定书文号：** [...]
- **作出机关：** [...]
- **日期：** [...]
### 二、当事人信息
- **被处罚人：** [名称/姓名]
- **统一社会信用代码/身份证号：** [...]
### 三、违法事实
[经调查认定的违法事实，客观陈述]
### 四、争议焦点（如有陈述申辩）
[当事人申辩意见及行政机关的回应]
### 五、法律依据
- [违法认定依据]
- [处罚依据]
- [处罚裁量基准]
### 六、处罚结果
- [处罚种类：罚款/责令改正/吊销许可证等]
- [处罚幅度]
- [履行方式和期限]
### 七、说理过程
[行政机关对违法事实认定、法律适用、处罚幅度裁量的说明]
### 八、救济途径
- **行政复议：** [期限、机关]
- **行政诉讼：** [期限、管辖法院]
IV. Examples
Example 1: Civil judgment summary
Input (key points of the original text):
Civil Judgment of the Beijing Haidian District People's Court, (2024) Jing 0108 Min Chu No. 1234. Plaintiff Meijing Company sued defendant Ant Company for unfair competition dispute. The plaintiff alleged that the defendant Ant Company, through technical means, scraped data from the "XX Data Platform" operated by the plaintiff for use in the operation of its own products, constituting unfair competition. The defendant argued that the data it scraped was public data and that it had taken reasonable measures, so it did not constitute unfair competition. The court found: the defendant scraped the plaintiff's platform data without permission; although part of the data was public, a large amount of cost was required to collect and organize it; the defendant's conduct substantially substituted for the plaintiff's data product, harmed the plaintiff's lawful rights and interests, and disrupted the order of market competition. Judgment: 1. The defendant shall immediately stop the unfair competition conduct involved; 2. The defendant shall compensate the plaintiff 2 million yuan for economic losses and 100,000 yuan for reasonable expenses.
Output:
## 判决书摘要
### 一、案件信息
- **案件名称：** 美景公司诉蚂蚁公司不正当竞争纠纷案
- **案号：** （2024）京0108民初1234号
- **法院：** 北京市海淀区人民法院
- **裁判日期：** [原文日期]
### 二、案件事实
原告美景公司运营"XX数据平台"，投入大量成本收集整理数据。被告蚂蚁公司通过技术手段抓取原告平台数据用于自身产品运营。原告起诉主张被告行为构成不正当竞争。
### 三、争议焦点
1. 被告抓取原告平台数据的行为是否构成不正当竞争？
2. 若构成不正当竞争，损害赔偿数额如何确定？
### 四、法院认定事实
- 被告未经许可抓取原告平台数据
- 涉案数据虽部分公开，但需投入大量成本收集整理
- 被告行为实质性地替代了原告数据产品
- 被告行为损害了原告合法权益，扰乱市场竞争秩序
### 五、法律依据
- 《反不正当竞争法》第2条（一般条款）
- 《反不正当竞争法》第12条（互联网专条）
### 六、裁判结果
1. 被告立即停止涉案不正当竞争行为
2. 被告赔偿原告经济损失200万元
3. 被告赔偿原告合理开支10万元
### 七、说理过程
法院认定原告对其平台数据享有竞争性权益，被告抓取行为未经许可以且实质替代原告数据产品，违反了诚实信用原则和公认的商业道德，扰乱市场竞争秩序，构成不正当竞争。关于赔偿数额，法院综合考虑原告数据产品的市场价值、被告侵权行为的性质和持续时间等因素，酌定赔偿200万元。
Example 2: Ruling summary
Input (key points of the original text):
Civil Ruling of the Beijing First Intermediate People's Court. Plaintiff Meijing Company sued defendant Ant Company for unfair competition dispute and filed the lawsuit with the Haidian District Court. During the period for filing a defense, the defendant raised an objection to jurisdiction, arguing that this case should be under the jurisdiction of the court at the defendant's domicile (Chaoyang District, Beijing). After review, the Haidian District Court held that this case was an unfair competition dispute and that the court at the place of the tort (Haidian District) had jurisdiction, and ruled to reject the defendant's jurisdictional objection. The defendant was dissatisfied and appealed. After review, the First Intermediate Court held that the tort alleged by the plaintiff occurred in Haidian District, and the Haidian District Court, as the court at the place of the tort, had jurisdiction over this case. Ruling: the appeal is rejected and the original ruling is upheld.
Output:
## 裁定书摘要
### 一、案件信息
- **案件名称：** 美景公司诉蚂蚁公司不正当竞争纠纷案（管辖权异议上诉）
- **案号：** [案号]
- **法院：** 北京市第一中级人民法院
- **裁定日期：** [日期]
### 二、程序背景
原告向海淀区法院起诉，被告提出管辖权异议，一审法院裁定驳回。被告不服，提起上诉。
### 三、申请或异议内容
上诉人（原审被告）主张本案应由被告住所地法院（朝阳区法院）管辖。
### 四、争议焦点
本案应由被告住所地法院管辖，还是由侵权行为地法院管辖？
### 五、法律依据
- 《民事诉讼法》第29条（侵权行为地管辖）
- 《民事诉讼法》第130条（管辖权异议审查）
### 六、裁定结果
裁定驳回上诉，维持原裁定（海淀区法院对本案有管辖权）。
### 七、说理过程
二审法院审查认为，本案系不正当竞争纠纷，原告主张的侵权行为发生在海淀区。根据《民事诉讼法》第29条，因侵权行为提起的诉讼，由侵权行为地或被告住所地法院管辖。海淀区作为侵权行为地，其法院对本案具有管辖权。一审裁定正确，应予维持。
Example 3: Administrative penalty decision summary
Input (key points of the original text):
Administrative Penalty Decision of the Beijing Municipal Market Supervision Administration. Party: a certain technology company. Upon investigation, the party, in the App it operates, collected users' clipboard information without users' consent, for the purpose of identifying users' source channels. This conduct violated Articles 13 and 16 of the Personal Information Protection Law. The party argued in its defense that it collected the information to optimize user experience and that it had adopted anonymization processing. After review, the administrative authority held that clipboard information constitutes personal information, that users' consent had not been obtained before collection, that this violated the principle of minimum necessity, and that the anonymization defense could not stand. Penalty decision: order correction of the illegal conduct and impose a fine of 500,000 yuan.
Output:
## 行政处罚决定书摘要
### 一、案件信息
- **处罚决定书文号：** [文号]
- **作出机关：** 北京市市场监督管理局
- **日期：** [日期]
### 二、当事人信息
- **被处罚人：** 某科技有限公司
- **统一社会信用代码：** [...]
### 三、违法事实
当事人在其运营的App中，未经用户同意收集用户剪贴板信息，用于识别用户来源渠道。
### 四、争议焦点
1. 剪贴板信息是否属于应受保护的个人信息？
2. 当事人以"优化用户体验"和"匿名化处理"为由的抗辩是否成立？
### 五、法律依据
- **违法认定依据：** 《个人信息保护法》第13条（处理个人信息应当取得个人同意）、第16条（不得以个人不同意处理其个人信息或撤回同意为由拒绝提供产品或服务）
- **处罚依据：** 《个人信息保护法》第66条
### 六、处罚结果
- 责令改正违法行为
- 罚款人民币50万元
### 七、说理过程
行政机关认定：剪贴板信息能够识别特定自然人，属于个人信息。当事人在收集前未征得用户同意，且该收集行为超出实现产品功能所必需的范围，违反最小必要原则。当事人关于"优化用户体验"的目的不能豁免同意义务，"匿名化处理"抗辩与事实不符。综合考虑违法行为的性质、情节和危害程度，决定处罚款50万元。
### 八、救济途径
- **行政复议：** 收到决定书之日起60日内向[复议机关]申请
- **行政诉讼：** 收到决定书之日起6个月内向[管辖法院]提起
V. Common Errors and Prevention
| Error Type | Error Description | Consequence | Preventive Measures |
|---|---|---|---|
| Document Type Misidentification | Summarizing a ruling in the format of a judgment, extracting substantive disputes at length | The focus of the summary is completely off, and the true procedural focus is omitted | First identify the document type, then select the corresponding template |
| Confusing claims with findings | Writing the facts claimed by the plaintiff as "facts found by the court" | The summary is inaccurate and misleads the reader | Strictly distinguish "claims of the parties" from "findings of the document"; the latter must be cited with its source |
| The issues in dispute are too broad | "The two parties had a dispute" "There is a controversy" | Cannot reveal the legal issues that the case truly needs to resolve | State the issues as answerable legal questions |
| Subjective evaluations mixed in | "The court wisely held" "The penalty was very reasonable" | Violates the principle of objectivity and neutrality in summaries | Delete all evaluative adjectives and state only facts and conclusions |
| Retelling rather than summarizing | Quoting large passages of the original text with only simple deletions | Loses the value of a summary and makes it lengthy | Extract the core elements and reorganize them in summarizing language |
| Omitting the legal basis | Writing only "according to relevant legal provisions" | Cannot trace the normative basis of the adjudication/penalty | List the specific legal provisions cited in the document one by one |
| The reasoning process is empty | "The court made a judgment according to law" | The logical chain is not shown, and the reader cannot understand how the conclusion was reached | Show the complete chain of "fact-finding → application of norms → derivation of conclusion" |
| Ignoring procedural boilerplate | Retaining large amounts of service process, hearing notices, and composition of the collegial panel | The length expands and the core information is drowned out | Compress or omit procedural content that has no effect on the conclusion |
VI. Handling Special Scenarios
6.1 Cases with Multiple Defendants/Multiple Plaintiffs
- Clearly list the litigation status of all parties in the "Parties" section
- Distinguish the different claims and conduct of each party in the "Case Facts"
- List separately the handling of each party in the "Adjudication Result"
6.2 Series Cases/Related Cases
- Indicate at the beginning of the summary the relationship between this case and related cases
- If the judgment result of this case depends on the judgment in another case, this should be explained
- If it involves mass litigation (such as a series of securities misrepresentation cases), common facts may be simplified and individual case differences highlighted
6.3 Second-Instance/Retrial Documents
- Summary of a second-instance judgment: Focus on extracting the differences between the first-instance findings and the second-instance reversal/affirmance, and the reasons for the second-instance court's reversal
- Summary of a retrial document: Focus on extracting the reasons why the party applied for retrial and the court's review conclusion on the original trial
- Explain the trial levels the case went through in the "Procedural Background"
6.4 Scanned/OCR-Recognized Documents
- If there are characters whose recognition is uncertain, use in the summary
[？]Mark - Key figures (amounts, dates, case numbers) should be specially flagged if they cannot be clearly identified
- It is recommended that users verify against the original text, especially the article numbers of legal bases
6.5 Foreign-related/Hong Kong, Macao and Taiwan cases
- Pay attention to identifying the applicable law (Chinese law, foreign law, international treaties)
- If conflict-of-laws rules are involved, the applicable law chosen by the court should be explained
- For procedural issues such as extraterritorial service and extraterritorial evidence collection, focus on extracting them in the ruling
6.6 Class actions/representative actions
- In the "parties" section, explain the litigation representative and the represented plaintiff group
- Summarize the common factual basis in the "case facts"
- Explain the scope of effect of the judgment in the "judgment result"
VII. Quality Checklist
□ 1. 文书类型是否已准确识别（判决/裁定/调解/仲裁/行政处罚）？
□ 2. 案件信息是否完整（名称、案号、日期、作出机构、当事人）？
□ 3. 事实部分是否仅保留了与结论直接相关的信息？
□ 4. 是否严格区分了"当事人主张"和"文书认定"？
□ 5. 争议焦点是否已提炼为明确的法律问题？
□ 6. 结论是否准确反映了文书的最终处理结果？
□ 7. 法律依据是否已列出具体法条（法律名称+条文序号）？
□ 8. 说理过程是否展示了"事实→规范→结论"的逻辑链条？
□ 9. 摘要中是否未混入任何主观评价性措辞？
□ 10. 输出格式是否与文书类型匹配（使用了正确的模板）？
□ 11. 程序性套话是否已适度压缩？
□ 12. 扫描件/OCR 识别的不确定之处是否已标注？
VIII. Related Skills
| Related Skills | Relationship | Description |
|---|---|---|
| Legal document formatting | Complementary | Ensure the summary output format is standardized and the layout is neat |
| Legal provision retrieval | Upstream/parallel | Verify the current validity of the legal bases extracted in the summary |
| Legal reasoning | Downstream | Further analyze the reasoning logic and argumentation structure on the basis of the summary |
| Understanding of legal concepts | Upstream | Understand the key legal concepts involved in the summary (such as "public order and good morals" and "good faith") |
| Similar case retrieval and analysis | Downstream | Compare and analyze after summarizing multiple documents |
| Multi-document summarization | Extension | When batch summarization and comparison of multiple documents are needed |
IX. Limitations and Risk Warnings
- Dependence on information completeness: Summary quality depends entirely on the completeness and clarity of the original information. If the original text is logically confused or insufficiently reasoned, the summary cannot compensate for it.
- OCR recognition risk: OCR recognition of scanned copies may contain errors in text, numbers, and punctuation. When key information is involved, users should be advised to verify against the original text.
- Subjective understanding bias: Although summaries are required to be objective and neutral, the selection of "key facts" and the distillation of "points of dispute" inevitably involve judgment, and different people may have different emphases.
- Format limitations: Standardized templates cannot cover all special types of documents. When encountering new or uncommon documents, flexible adjustments should be made on the basis of the general six-element framework.
- Timeliness: The timeliness of legal bases is based on the time the document was issued. Legal provisions cited in the summary may have been subsequently amended. If they are to be used for current legal analysis, they should be verified separately.
- Confidential information: For cases involving closed hearings, trade secrets, or personal privacy, the summary should comply with information disclosure restrictions and, when necessary, desensitize sensitive information.