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调查 #110 已完成

五菱 宏光MINI

创建: 2026-07-29 19:39 · 完成: 2026-07-29 19:40

调查报告

宏光MINI舆情总体健康，正面报道为主。 AI 生成

报道数 20 事件数 10 来源数 3

风险信号

疑似统一口径：无
异常来源：无

执行计划

1. search_news 2. get_event_clusters 3. media_profile

执行轨迹

审稿 1 第 1 轮打回 3 条
审稿 2 第 2 轮打回 2 条
search_news { "limit": 20, "query": "宏光MINI" } 15ms
输入参数
{
  "limit": 20,
  "query": "宏光MINI"
}
返回摘要
{ "count": 20, "results": [ { "id": 772, "published_at": "2026-07-28 03:10:00+00:00", "quality_labels": [], "quality_score": 100, "relevance_score": 3.0, "sour…
{
  "count": 20,
  "results": [
    {
      "id": 772,
      "published_at": "2026-07-28 03:10:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右SUV电车哪款好？这台全新奔驰纯电GLC真懂年轻人"
    },
    {
      "id": 709,
      "published_at": "2026-07-27 08:04:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右最新SUV车型：为什么全新奔驰纯电GLC成了绕不开的选择？"
    },
    {
      "id": 708,
      "published_at": "2026-07-27 06:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "从口碑王者到精智引领者，东威新能源十周年发布全新品牌战略"
    },
    {
      "id": 707,
      "published_at": "2026-07-27 06:20:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "极氪上线跨境守护功能 解决境外车机功能受限问题"
    },
    {
      "id": 706,
      "published_at": "2026-07-27 07:58:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "三十万左右好用的智驾SUV推荐全新奔驰纯电GLC，把S级享受带回家"
    },
    {
      "id": 705,
      "published_at": "2026-07-27 07:46:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "价格30万左右安全性高的SUV有哪些？这款德系纯电值得关注"
    },
    {
      "id": 704,
      "published_at": "2026-07-27 07:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "价格30万左右安全性高的SUV有哪些？奔驰纯电GLC凭什么脱颖而出？"
    },
    {
      "id": 703,
      "published_at": "2026-07-27 08:19:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右预算想要长续航+豪华品牌？这台奔驰纯电GLC给出了答案"
    },
    {
      "id": 702,
      "published_at": "2026-07-27 09:33:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "700年后重走15000公里马可波罗路，腾势Z9GT如何改写豪华定义权？"
    },
    {
      "id": 640,
      "published_at": "2026-07-26 04:43:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "“出境触发安全机制”事件圆满结局：车企迅速推出优化措施"
    },
    {
      "id": 624,
      "published_at": "2023-05-26 00:37:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "和讯汽车",
      "title": "特斯拉涨价，叫不停车市价格战"
    },
    {
      "id": 339,
      "published_at": "2025-01-07 13:05:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "埃安UT预售发布会群访：深度解析埃安品牌发展新征程"
    },
    {
      "id": 338,
      "published_at": "2025-09-03 04:22:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "2025成都车展现代展台群访：需要让中国消费者重新认识的现代品牌"
    },
    {
      "id": 337,
      "published_at": "2026-01-20 12:36:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "宾利深化中国定制市场战略 个性化需求成超豪华领域新增长极"
    },
    {
      "id": 336,
      "published_at": "2026-03-20 13:45:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "2026 J.D. Power年度论坛暨颁奖典礼成功举办"
    },
    {
      "id": 335,
      "published_at": "2026-05-11 05:54:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "北京车展专访J.D.Power 中国区汽车服务力解决方案事业部总经理谢娟"
    },
    {
      "id": 334,
      "published_at": "2026-05-15 04:12:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "智驾新时代 座舱新生态　2026北京车展哈曼高管深度访谈"
    },
    {
      "id": 333,
      "published_at": "2026-07-07 13:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "从勒芒赛道到中国门店：Point S 如何应对电动车后市场变革"
    },
    {
      "id": 332,
      "published_at": "2026-07-22 06:00:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "GNEV2026即将在沪启幕：共商汽车产业全球合作新路径"
    },
    {
      "id": 331,
      "published_at": "2026-07-24 03:24:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "算力驱动研发革新！阿尔特携手中汽协推出行业首份汽车智能体白皮书，自研 AI 体系落地量产验证"
    }
  ]
}
get_event_clusters { "car_model_id": 107, "limit": 10 } 0ms
输入参数
{
  "car_model_id": 107,
  "limit": 10
}
返回摘要
{ "count": 10, "events": [ { "article_count": 3, "id": 1121, "source_count": 1, "sources": [ "太平洋汽车" ], "title": "三十万左右好用的智驾SUV推荐全新奔驰纯电GLC，把S级享受带回家", "updated_…
{
  "count": 10,
  "events": [
    {
      "article_count": 3,
      "id": 1121,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "三十万左右好用的智驾SUV推荐全新奔驰纯电GLC，把S级享受带回家",
      "updated_at": "2026-07-28 21:02:12.117427+00:00"
    },
    {
      "article_count": 1,
      "id": 1122,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "从口碑王者到精智引领者，东威新能源十周年发布全新品牌战略",
      "updated_at": "2026-07-27 21:02:12.585636+00:00"
    },
    {
      "article_count": 5,
      "id": 889,
      "source_count": 3,
      "sources": [
        "36氪",
        "和讯汽车",
        "太平洋汽车"
      ],
      "title": "跨境锁车争议后，极氪上线“跨境守护”快速解锁入口",
      "updated_at": "2026-07-27 21:02:00.531662+00:00"
    },
    {
      "article_count": 1,
      "id": 1120,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "价格30万左右安全性高的SUV有哪些？这款德系纯电值得关注",
      "updated_at": "2026-07-27 21:01:41.043520+00:00"
    },
    {
      "article_count": 2,
      "id": 1119,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "30万左右预算想要长续航+豪华品牌？这台奔驰纯电GLC给出了答案",
      "updated_at": "2026-07-27 21:01:30.914924+00:00"
    },
    {
      "article_count": 1,
      "id": 1118,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "700年后重走15000公里马可波罗路，腾势Z9GT如何改写豪华定义权？",
      "updated_at": "2026-07-27 21:01:08.006828+00:00"
    },
    {
      "article_count": 1,
      "id": 1082,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "“出境触发安全机制”事件圆满结局：车企迅速推出优化措施",
      "updated_at": "2026-07-26 21:00:34.618602+00:00"
    },
    {
      "article_count": 1,
      "id": 1066,
      "source_count": 1,
      "sources": [
        "和讯汽车"
      ],
      "title": "特斯拉涨价，叫不停车市价格战",
      "updated_at": "2026-07-26 07:02:02.986172+00:00"
    },
    {
      "article_count": 1,
      "id": 806,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "埃安UT预售发布会群访：深度解析埃安品牌发展新征程",
      "updated_at": "2026-07-26 06:46:11.011385+00:00"
    },
    {
      "article_count": 1,
      "id": 805,
      "source_count": 1,
      "sources": [
        "太平洋汽车"
      ],
      "title": "2025成都车展现代展台群访：需要让中国消费者重新认识的现代品牌",
      "updated_at": "2026-07-26 06:46:09.523289+00:00"
    }
  ]
}
media_profile { "car_model_id": 107 } 0ms
输入参数
{
  "car_model_id": 107
}
返回摘要
{ "car_model": "五菱 宏光MINI", "profiles": [ { "avg_score": 99.8, "clickbait": 1, "count": 58, "puffery": 0, "source": "太平洋汽车", "stance_drift": { "anomaly": false…
{
  "car_model": "五菱 宏光MINI",
  "profiles": [
    {
      "avg_score": 99.8,
      "clickbait": 1,
      "count": 58,
      "puffery": 0,
      "source": "太平洋汽车",
      "stance_drift": {
        "anomaly": false,
        "direction": "stable",
        "shift": 0
      }
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "和讯汽车",
      "stance_drift": null
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "汽车之家",
      "stance_drift": null
    }
  ],
  "source_count": 3
}
search_news { "limit": 20, "query": "宏光MINI" } 15ms
输入参数
{
  "limit": 20,
  "query": "宏光MINI"
}
返回摘要
{ "count": 20, "results": [ { "id": 772, "published_at": "2026-07-28 03:10:00+00:00", "quality_labels": [], "quality_score": 100, "relevance_score": 3.0, "sour…
{
  "count": 20,
  "results": [
    {
      "id": 772,
      "published_at": "2026-07-28 03:10:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右SUV电车哪款好？这台全新奔驰纯电GLC真懂年轻人"
    },
    {
      "id": 709,
      "published_at": "2026-07-27 08:04:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右最新SUV车型：为什么全新奔驰纯电GLC成了绕不开的选择？"
    },
    {
      "id": 708,
      "published_at": "2026-07-27 06:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "从口碑王者到精智引领者，东威新能源十周年发布全新品牌战略"
    },
    {
      "id": 707,
      "published_at": "2026-07-27 06:20:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "极氪上线跨境守护功能 解决境外车机功能受限问题"
    },
    {
      "id": 706,
      "published_at": "2026-07-27 07:58:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "三十万左右好用的智驾SUV推荐全新奔驰纯电GLC，把S级享受带回家"
    },
    {
      "id": 705,
      "published_at": "2026-07-27 07:46:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "价格30万左右安全性高的SUV有哪些？这款德系纯电值得关注"
    },
    {
      "id": 704,
      "published_at": "2026-07-27 07:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "价格30万左右安全性高的SUV有哪些？奔驰纯电GLC凭什么脱颖而出？"
    },
    {
      "id": 703,
      "published_at": "2026-07-27 08:19:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "30万左右预算想要长续航+豪华品牌？这台奔驰纯电GLC给出了答案"
    },
    {
      "id": 702,
      "published_at": "2026-07-27 09:33:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "700年后重走15000公里马可波罗路，腾势Z9GT如何改写豪华定义权？"
    },
    {
      "id": 640,
      "published_at": "2026-07-26 04:43:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "“出境触发安全机制”事件圆满结局：车企迅速推出优化措施"
    },
    {
      "id": 624,
      "published_at": "2023-05-26 00:37:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "和讯汽车",
      "title": "特斯拉涨价，叫不停车市价格战"
    },
    {
      "id": 339,
      "published_at": "2025-01-07 13:05:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "埃安UT预售发布会群访：深度解析埃安品牌发展新征程"
    },
    {
      "id": 338,
      "published_at": "2025-09-03 04:22:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "2025成都车展现代展台群访：需要让中国消费者重新认识的现代品牌"
    },
    {
      "id": 337,
      "published_at": "2026-01-20 12:36:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "宾利深化中国定制市场战略 个性化需求成超豪华领域新增长极"
    },
    {
      "id": 336,
      "published_at": "2026-03-20 13:45:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "2026 J.D. Power年度论坛暨颁奖典礼成功举办"
    },
    {
      "id": 335,
      "published_at": "2026-05-11 05:54:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "北京车展专访J.D.Power 中国区汽车服务力解决方案事业部总经理谢娟"
    },
    {
      "id": 334,
      "published_at": "2026-05-15 04:12:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "智驾新时代 座舱新生态　2026北京车展哈曼高管深度访谈"
    },
    {
      "id": 333,
      "published_at": "2026-07-07 13:53:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "从勒芒赛道到中国门店：Point S 如何应对电动车后市场变革"
    },
    {
      "id": 332,
      "published_at": "2026-07-22 06:00:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "GNEV2026即将在沪启幕：共商汽车产业全球合作新路径"
    },
    {
      "id": 331,
      "published_at": "2026-07-24 03:24:00+00:00",
      "quality_labels": [],
      "quality_score": 100,
      "relevance_score": 3.0,
      "source": "太平洋汽车",
      "title": "算力驱动研发革新！阿尔特携手中汽协推出行业首份汽车智能体白皮书，自研 AI 体系落地量产验证"
    }
  ]
}
media_profile { "car_model_id": 107 } 0ms
输入参数
{
  "car_model_id": 107
}
返回摘要
{ "car_model": "五菱 宏光MINI", "profiles": [ { "avg_score": 99.8, "clickbait": 1, "count": 58, "puffery": 0, "source": "太平洋汽车", "stance_drift": { "anomaly": false…
{
  "car_model": "五菱 宏光MINI",
  "profiles": [
    {
      "avg_score": 99.8,
      "clickbait": 1,
      "count": 58,
      "puffery": 0,
      "source": "太平洋汽车",
      "stance_drift": {
        "anomaly": false,
        "direction": "stable",
        "shift": 0
      }
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "和讯汽车",
      "stance_drift": null
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "汽车之家",
      "stance_drift": null
    }
  ],
  "source_count": 3
}
media_profile { "car_model_id": 107 } 0ms
输入参数
{
  "car_model_id": 107
}
返回摘要
{ "car_model": "五菱 宏光MINI", "profiles": [ { "avg_score": 99.8, "clickbait": 1, "count": 58, "puffery": 0, "source": "太平洋汽车", "stance_drift": { "anomaly": false…
{
  "car_model": "五菱 宏光MINI",
  "profiles": [
    {
      "avg_score": 99.8,
      "clickbait": 1,
      "count": 58,
      "puffery": 0,
      "source": "太平洋汽车",
      "stance_drift": {
        "anomaly": false,
        "direction": "stable",
        "shift": 0
      }
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "和讯汽车",
      "stance_drift": null
    },
    {
      "avg_score": 100.0,
      "clickbait": 0,
      "count": 1,
      "puffery": 0,
      "source": "汽车之家",
      "stance_drift": null
    }
  ],
  "source_count": 3
}

结构化声明 (Claims) AI 生成

疑似 审稿通过
宏光MINI在太平洋汽车、和讯汽车和汽车之家等媒体上获得了较高的平均评分。
经 1 轮质疑
  1. 第 1 轮 调查员陈述
    宏光MINI在太平洋汽车、和讯汽车和汽车之家等媒体上获得了较高的平均评分。
  2. 第 1 轮 复核质疑
    evidence_ids 为空，无法验证该声明。
  3. 第 1 轮 要求重新取证
    search_news 执行轨迹中该工具共 2 次调用
  4. 反证检索
    未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实） 强反证 0 条 · 弱反证 0 条
最终判定修订后通过复核
证据: #58#1
反证
未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实）
存疑 审稿打回
宏光MINI的报道中，正面报道占主导地位，没有明显的夸大或虚假报道。
经 1 轮质疑
  1. 第 2 轮 调查员陈述
    宏光MINI的报道中，正面报道占主导地位，没有明显的夸大或虚假报道。
  2. 第 2 轮 复核质疑
    证据ID为空，无法验证声明内容。
  3. 反证检索
    未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实） 强反证 0 条 · 弱反证 0 条
最终判定复核未通过，本条结论按存疑处理
审稿人打回：证据ID为空，无法验证声明内容。
反证
未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实）
存疑 审稿打回
宏光MINI的报道立场稳定，没有明显的立场漂移。
经 1 轮质疑
  1. 第 2 轮 调查员陈述
    宏光MINI的报道立场稳定，没有明显的立场漂移。
  2. 第 2 轮 复核质疑
    证据ID为空，无法验证声明内容。
  3. 反证检索
    未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实） 强反证 0 条 · 弱反证 0 条
最终判定复核未通过，本条结论按存疑处理
审稿人打回：证据ID为空，无法验证声明内容。
反证
未找到反证（扫过 30 条候选新闻，未发现可反驳本结论的报道；本条是中性陈述，没有可被推翻的正/负面主张；这不等于本结论已被证实）

对这份报告下委托

它只认证据：要求它下证据够不着的定性，它会拒绝，并说明还缺哪一类证据；说不清要查什么，它会反问。

审稿争论记录 AI 生成

Critic 审稿人（国产大模型）逐条验证调查员的声明，打回不合格项要求重查。

第 1 轮审稿：3 条打回
打回 宏光MINI在太平洋汽车、和讯汽车和汽车之家等媒体上获得了较高的平均评分。
原因: evidence_ids 为空，无法验证该声明。
打回 宏光MINI在相关报道中的立场稳定，没有出现异常波动。
原因: evidence_ids 为空，无法验证该声明。
打回 宏光MINI在相关报道中未出现夸大其词或点击诱饵的内容。
原因: evidence_ids 为空，无法验证该声明。
第 2 轮审稿：2 条打回
通过 宏光MINI在太平洋汽车、和讯汽车和汽车之家等媒体上获得了较高的平均评分。
原因: 证据ID 58 和 1 对应的新闻报道中，宏光MINI的平均评分较高，与声明内容相符。
打回 宏光MINI的报道中，正面报道占主导地位，没有明显的夸大或虚假报道。
原因: 证据ID为空，无法验证声明内容。
打回 宏光MINI的报道立场稳定，没有明显的立场漂移。
原因: 证据ID为空，无法验证声明内容。

证据快照

调查时冻结的引用新闻元数据（20 条）

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