{
  "schemaVersion": "1.2",
  "type": "tutorial-evidence-record",
  "language": "zh-CN",
  "generatedAt": "2026-10-20",
  "publisher": {
    "id": "https://zenleak.cn/#organization",
    "name": "ZenLeak GEO 学院",
    "editorialName": "ZenLeak 编辑部",
    "contact": "geo@allintwo.cloud"
  },
  "policies": {
    "sourceRelationship": "Page sources provide general context. Explicit claim evidence includes a source excerpt, locator, relation, review date and limits; unmapped claims do not imply one-to-one source support.",
    "rankingDisclaimer": "Inclusion in this evidence layer does not guarantee search ranking, indexing, citation, recommendation, or adoption by an AI system."
  },
  "record": {
    "id": "geo-claim-evidence-library",
    "title": "GEO 声明级证据库怎么建：从一句结论到可核验记录",
    "url": "https://zenleak.cn/content/geo-claim-evidence-library/",
    "path": "/content/geo-claim-evidence-library/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-claim-evidence-library",
    "representations": {
      "json": "https://zenleak.cn/evidence/geo-claim-evidence-library.json",
      "markdown": "https://zenleak.cn/evidence/geo-claim-evidence-library.md"
    },
    "category": "实验室",
    "contentType": "guide",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-10-20",
    "dateModified": "2026-10-20",
    "reviewedAt": "2026-10-20",
    "evidenceReviewedAt": "2026-10-20",
    "claims": [
      {
        "id": "geo-claim-evidence-library-claim-1",
        "text": "声明级证据库的最小单位不是一个链接，而是一条可以独立核验的事实、推断或建议，以及它的来源、范围和限制。",
        "url": "https://zenleak.cn/evidence/#geo-claim-evidence-library-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-claim-evidence-library/#geo-claim-evidence-library-claim-1",
        "evidence": [
          {
            "tutorialId": "geo-claim-evidence-library",
            "claimText": "声明级证据库的最小单位不是一个链接，而是一条可以独立核验的事实、推断或建议，以及它的来源、范围和限制。",
            "relation": "inference",
            "sourceUrl": "https://www.w3.org/TR/prov-overview/",
            "sourceTitle": "W3C PROV-Overview：来源与溯源模型",
            "locator": "What is provenance；entities、activities and agents",
            "excerpt": "Provenance is information about entities, activities, and people involved in producing or delivering a piece of data or a thing.",
            "checkedAt": "2026-10-20",
            "limits": "W3C PROV 说明如何表达数据或事物的来源关系；声明级字段、GEO 内容应用和本文的审核等级是 ZenLeak 的方法设计，不是 W3C 对 GEO 的定义。"
          }
        ]
      },
      {
        "id": "geo-claim-evidence-library-claim-2",
        "text": "一个外部链接不能自动支持一整段包含多个事实、条件和因果关系的文字；复杂表述应拆成最小声明，分别核验。",
        "url": "https://zenleak.cn/evidence/#geo-claim-evidence-library-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-claim-evidence-library/#geo-claim-evidence-library-claim-2",
        "evidence": [
          {
            "tutorialId": "geo-claim-evidence-library",
            "claimText": "一个外部链接不能自动支持一整段包含多个事实、条件和因果关系的文字；复杂表述应拆成最小声明，分别核验。",
            "relation": "direct",
            "sourceUrl": "https://zenleak.cn/content/evidence-and-sources/",
            "sourceTitle": "GEO 证据与来源",
            "locator": "来源放在哪里",
            "excerpt": "如果一段话包含多个不同判断，最好拆开并分别标注来源。一个链接不应该被用来“覆盖”整段没有关系的结论。",
            "checkedAt": "2026-10-20",
            "limits": "这是 ZenLeak 的内容证据组织方法；拆分声明可以改善复核和表达边界，但不保证页面排名、收录或 AI 引用。"
          }
        ]
      },
      {
        "id": "geo-claim-evidence-library-claim-3",
        "text": "ZenLeak 的声明级证据记录同时保存 claimText、sourceUrl、原文位置、检查日期、支持范围和限制；来源无法访问时保留未知原因。",
        "url": "https://zenleak.cn/evidence/#geo-claim-evidence-library-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-claim-evidence-library/#geo-claim-evidence-library-claim-3",
        "evidence": [
          {
            "tutorialId": "geo-claim-evidence-library",
            "claimText": "ZenLeak 的声明级证据记录同时保存 claimText、sourceUrl、原文位置、检查日期、支持范围和限制；来源无法访问时保留未知原因。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/ai-citation-evidence-record/",
            "sourceTitle": "AI 搜索引用证据怎么归档：从原始回答到可复核记录",
            "locator": "证据包组成、来源核查、未知状态与公开副本",
            "excerpt": "可复核记录应能从结论回到问题与运行条件、完整回答、界面来源、被核查页面版本和审核理由；未知、无法访问、未执行和不适用分开统计。",
            "checkedAt": "2026-10-20",
            "limits": "这些字段是 ZenLeak 为第一方教程和 GEO 实验设计的公开记录结构，不是所有 AI 平台或搜索引擎都要求的统一格式。"
          }
        ]
      },
      {
        "id": "geo-claim-evidence-library-claim-4",
        "text": "2026-10-18 复测中的 28/28、14/14、73/73 和 13/73 分别属于不同数据集，不能合并为一个总分。",
        "url": "https://zenleak.cn/evidence/#geo-claim-evidence-library-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-claim-evidence-library/#geo-claim-evidence-library-claim-4",
        "evidence": [
          {
            "tutorialId": "geo-claim-evidence-library",
            "claimText": "2026-10-18 复测中的 28/28、14/14、73/73 和 13/73 分别属于不同数据集，不能合并为一个总分。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-retest-report-guide/",
            "sourceTitle": "GEO 复测报告怎么写：从技术可访问到 AI 引用的四层证据链",
            "locator": "样本和分母、真实案例：2026-10-18 复测数据",
            "excerpt": "13/73 是限流接口的一次返回，不是网站的 Bing 收录率；16/16 是第一方客户端的可达性测试；73/73 是站内规则结果，不是搜索引擎评分。",
            "checkedAt": "2026-10-20",
            "limits": "这些数字是 2026-10-18 第一方复测的特定快照；它们不代表当前搜索平台状态，也不能推出收录、排名或 AI 引用。"
          }
        ]
      },
      {
        "id": "geo-claim-evidence-library-claim-5",
        "text": "证据数据库可以自动做字段校验、去重、链接检查和分母汇总，但一个来源是否真正支持一条声明仍需要人工核验。",
        "url": "https://zenleak.cn/evidence/#geo-claim-evidence-library-claim-5",
        "articleUrl": "https://zenleak.cn/content/geo-claim-evidence-library/#geo-claim-evidence-library-claim-5",
        "evidence": [
          {
            "tutorialId": "geo-claim-evidence-library",
            "claimText": "证据数据库可以自动做字段校验、去重、链接检查和分母汇总，但一个来源是否真正支持一条声明仍需要人工核验。",
            "relation": "inference",
            "sourceUrl": "https://zenleak.cn/content/evidence-and-sources/",
            "sourceTitle": "GEO 证据与来源",
            "locator": "证据质量、证据地图和来源核验",
            "excerpt": "证据质量取决于来源能否支持具体结论、读者能否追溯原文，以及页面是否写清样本、时间、条件和不能外推的范围，而不是链接数量。",
            "checkedAt": "2026-10-20",
            "limits": "自动化边界是 ZenLeak 的工程判断；字段和链接检查不能替代语义阅读、条件比对、隐私审查和人工复核。"
          }
        ]
      }
    ],
    "sources": [
      {
        "label": "PROV-Overview：来源与溯源模型",
        "url": "https://www.w3.org/TR/prov-overview/",
        "publisher": "W3C"
      },
      {
        "label": "How Google Search works",
        "url": "https://developers.google.com/search/docs/fundamentals/how-search-works",
        "publisher": "Google Search Central"
      },
      {
        "label": "AI features and your website",
        "url": "https://developers.google.com/search/docs/appearance/ai-features",
        "publisher": "Google Search Central"
      },
      {
        "label": "IndexNow 官方 FAQ",
        "url": "https://www.indexnow.org/faq",
        "publisher": "IndexNow"
      },
      {
        "label": "GEO 证据与来源",
        "url": "https://zenleak.cn/content/evidence-and-sources/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "AI 搜索引用证据怎么归档",
        "url": "https://zenleak.cn/content/ai-citation-evidence-record/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "GEO 复测报告怎么写",
        "url": "https://zenleak.cn/content/geo-retest-report-guide/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "上线就绪复测 JSON（2026-10-18）",
        "url": "https://zenleak.cn/downloads/research/readiness-retest-2026-10-18.json",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "机器入口复测 JSON（2026-10-18）",
        "url": "https://zenleak.cn/downloads/research/machine-entry-retest-2026-10-18.json",
        "publisher": "ZenLeak 实验室"
      }
    ],
    "prerequisites": [
      {
        "id": "evidence-and-sources",
        "title": "GEO 证据怎么组织：来源、引用与可信度",
        "url": "https://zenleak.cn/content/evidence-and-sources/"
      },
      {
        "id": "ai-citation-evidence-record",
        "title": "AI 搜索引用证据怎么归档：从原始回答到可复核记录",
        "url": "https://zenleak.cn/content/ai-citation-evidence-record/"
      },
      {
        "id": "geo-retest-report-guide",
        "title": "GEO复测报告怎么写：从技术可访问到 AI 引用的四层证据链",
        "url": "https://zenleak.cn/content/geo-retest-report-guide/"
      },
      {
        "id": "geo-optimization-guide",
        "title": "GEO 优化怎么做：从页面结构、实体清晰到 AI 引用复测",
        "url": "https://zenleak.cn/content/geo-optimization-guide/"
      }
    ],
    "related": [
      {
        "id": "evidence-and-sources",
        "title": "GEO 证据怎么组织：来源、引用与可信度",
        "url": "https://zenleak.cn/content/evidence-and-sources/"
      },
      {
        "id": "ai-citation-evidence-record",
        "title": "AI 搜索引用证据怎么归档：从原始回答到可复核记录",
        "url": "https://zenleak.cn/content/ai-citation-evidence-record/"
      },
      {
        "id": "geo-retest-report-guide",
        "title": "GEO复测报告怎么写：从技术可访问到 AI 引用的四层证据链",
        "url": "https://zenleak.cn/content/geo-retest-report-guide/"
      },
      {
        "id": "geo-effect-review",
        "title": "GEO 效果复盘怎么做：从一次 AI 回答到 30 天趋势的证据记录",
        "url": "https://zenleak.cn/content/geo-effect-review/"
      },
      {
        "id": "geo-page-publishing-checklist",
        "title": "GEO 页面发布前检查清单：12 项验收标准与复测方法",
        "url": "https://zenleak.cn/content/geo-page-publishing-checklist/"
      },
      {
        "id": "domestic-ai-citation-retest-guide",
        "title": "国内 AI 平台 GEO 引用复测怎么做：固定问题、来源核验与证据记录",
        "url": "https://zenleak.cn/experiments/domestic-ai-citation-retest-guide/"
      },
      {
        "id": "geo-measurement-framework",
        "title": "如何衡量 GEO 效果：从 AI 引用、搜索可见性到业务转化",
        "url": "https://zenleak.cn/practice/geo-measurement-framework/"
      }
    ]
  }
}