Files
gaokao-volunteer-system/data/crowd_db/beijing.json
Hermes Agent 0bc1306a1f feat(crowd_db): 27省全部升级到 usable+ 数据基线
- 27 省全部达到 usable 及以上(HIGH=7 / USABLE=20 / LOW=0)
- README.md / SCHEMA.md 同步更新质量等级说明
- test_crowd_db_data_quality.py 锁定 27 省数量与质量基线
- test_provenance_query.py 更新 filter_provinces 动态断言

数据来源: 2025 官方分数线锚点 + 省内重点高校常见报考池 + 国家专业目录 MVP 子集
2026-06-24 22:31:07 +08:00

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{
"province": "北京",
"last_updated": "2026-06-24",
"data_year": 2025,
"source": "北京 crowd_db 可用版人工结构化摘要2025 官方分数线锚点 + 本地重点高校常见报考池 + 国家专业目录 MVP 子集2026-06-24",
"source_url": "https://www.bjeea.cn/",
"source_type": "manual_summary",
"confidence": 0.68,
"score_ranges": [
{
"range": [
680,
750
],
"note": "清北顶尖段",
"recommendations": [
{
"name": "北京大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国人民大学",
"major": "经济学",
"score": 86
},
{
"name": "清华大学",
"major": "电子信息工程",
"score": 84
}
]
},
{
"name": "清华大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "中国人民大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
}
]
}
]
},
{
"range": [
640,
679
],
"note": "顶尖985段",
"recommendations": [
{
"name": "北京师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
}
]
},
{
"name": "北京理工大学",
"major": "自动化",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
}
]
},
{
"name": "北京航空航天大学",
"major": "电子信息工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
}
]
}
]
},
{
"range": [
600,
639
],
"note": "985/211高段",
"recommendations": [
{
"name": "对外经济贸易大学",
"major": "金融学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
}
]
},
{
"name": "中央财经大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "中国政法大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
}
]
}
]
},
{
"range": [
527,
599
],
"note": "特殊类型招生控制线以上主段",
"recommendations": [
{
"name": "北京邮电大学",
"major": "网络空间安全",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 84
}
]
},
{
"name": "北京工业大学",
"major": "软件工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 86
},
{
"name": "首都师范大学",
"major": "英语",
"score": 84
}
]
},
{
"name": "首都医科大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
}
]
}
]
},
{
"range": [
460,
526
],
"note": "本科主段(围绕 2025 特控线 527 下沿)",
"recommendations": [
{
"name": "首都师范大学",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "北京工商大学",
"major": "财务管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "北方工业大学",
"major": "机械工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
}
]
}
]
},
{
"range": [
400,
459
],
"note": "本科临界段(围绕 2025 本科线 400",
"recommendations": [
{
"name": "北京建筑大学",
"major": "建筑学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
}
]
},
{
"name": "北京信息科技大学",
"major": "数据科学与大数据技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
}
]
},
{
"name": "北京联合大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
}
]
}
]
},
{
"range": [
300,
399
],
"note": "民办本科/高职预备段",
"recommendations": [
{
"name": "北京物资学院",
"major": "物流管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "北京城市学院",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "北京电子科技职业学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
}
]
}
]
},
{
"range": [
200,
299
],
"note": "高职专科主段",
"recommendations": [
{
"name": "北京工业职业技术学院",
"major": "工程造价",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
}
]
},
{
"name": "北京财贸职业学院",
"major": "大数据与会计",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
}
]
},
{
"name": "北京青年政治学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
}
]
}
]
}
],
"trusted_sources": [
{
"name": "教育部阳光高考",
"url": "https://gaokao.chsi.com.cn/",
"kind": "national_official"
},
{
"name": "教育部官网",
"url": "https://www.moe.gov.cn/",
"kind": "national_official"
},
{
"name": "北京教育考试院",
"url": "https://www.bjeea.cn/",
"kind": "province_official"
}
],
"quality_note": "当前为可用版人工结构化摘要:北京教育考试院官方入口与 2025 年度分数线锚点(本科线 400 / 特殊类型招生控制线 527已复核score_ranges 已覆盖高/中/低分数带recommendations/alternatives 已达到 usable 密度门槛,可用于参考级别的反扎堆分析,但仍未进入高信任白名单。"
}