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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

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{
"id": "cail2018-b9ad8301e0c04ab4",
"charge": "诈骗罪",
"factors": {
"surrender": null,
"truthful_confession": null,
"compensation_to_victim": null,
"victim_forgiveness": null,
"joint_crime": false,
"criminal_record": null,
"arrest_method": null,
"return_of_stolen_property": "未退赃",
"crime_count": 1,
"crime_amount": 9600,
"guilty_plea": null,
"first_offense": null,
"recidivism": null,
"criminal_form": "既遂",
"disposal_of_stolen_property": "销赃牟利",
"victim_count": 1,
"fraud_count": 1,
"fraud_amount": 9600,
"fraud_method": "冒充身份",
"restitution_situation": "未退赃",
"fraud_target": "个人",
"proceeds_use": null,
"impersonate_identity": null,
"fraud_means": null,
"fraud_victim_count": 1,
"booty_squandered": null,
"fraud_middleman": false
}
}
]
},
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"content": "你是司法判例结构化抽取器。严格按给定的、由训练数据自下而上发现的 schema 抽取。numeric 输出数值,bool 输出 true/falsecategorical 取 schema 值;文本未提及必须为 null,不得推断。保持 id 与 charge。只返回 JSON{\"cases\":[{\"id\":\"...\",\"charge\":\"...\",\"factors\":{...}}]}。"
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"content": "DISCOVERED SCHEMA:\n{\"core\": [{\"key\": \"surrender\", \"name_cn\": \"自首\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否具有自首情节?\"}, {\"key\": \"truthful_confession\", \"name_cn\": \"如实供述\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否如实供述罪行?\"}, {\"key\": \"compensation_to_victim\", \"name_cn\": \"赔偿被害人损失\", \"kind\": \"categorical\", \"values\": [\"未赔偿\", \"部分赔偿\", \"全额赔偿\"], \"direction\": \"mitigating\", \"question\": \"被告人对被害人损失的赔偿情况如何?\"}, {\"key\": \"victim_forgiveness\", \"name_cn\": \"被害人谅解\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被害人是否对被告人表示谅解?\"}, {\"key\": \"joint_crime\", \"name_cn\": \"共同犯罪\", \"kind\": \"bool\", \"values\": [], \"direction\": \"neutral\", \"question\": \"是否属于共同犯罪?\"}, {\"key\": \"criminal_record\", \"name_cn\": \"前科情况\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否有犯罪前科?\"}, {\"key\": \"arrest_method\", \"name_cn\": \"到案方式\", \"kind\": \"categorical\", \"values\": [\"被抓获\", \"传唤到案\", \"自首\", \"现场等待\"], \"direction\": \"neutral\", \"question\": \"被告人的到案方式是什么?\"}, {\"key\": \"return_of_stolen_property\", \"name_cn\": \"退赃情况\", \"kind\": \"categorical\", \"values\": [\"全部退赃\", \"部分退赃\", \"未退赃\", \"亲属代为退赃\"], \"direction\": \"mitigating\", \"question\": \"被告人的退赃情况如何?\"}, {\"key\": \"crime_count\", \"name_cn\": \"犯罪次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人的犯罪次数是多少?\"}, {\"key\": \"crime_amount\", \"name_cn\": \"犯罪金额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"犯罪涉及的金额是多少?\"}, {\"key\": \"guilty_plea\", \"name_cn\": \"认罪态度\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否自愿认罪?\"}, {\"key\": \"first_offense\", \"name_cn\": \"初犯\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否为初犯?\"}, {\"key\": \"recidivism\", \"name_cn\": \"累犯\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否构成累犯?\"}, {\"key\": \"criminal_form\", \"name_cn\": \"犯罪形态\", \"kind\": \"categorical\", \"values\": [\"既遂\", \"未遂\", \"既遂+未遂\"], \"direction\": \"neutral\", \"question\": \"犯罪形态是既遂还是未遂?\"}, {\"key\": \"disposal_of_stolen_property\", \"name_cn\": \"赃款赃物处理情况\", \"kind\": \"categorical\", \"values\": [\"挥霍\", \"销赃牟利\", \"部分发还\", \"全部发还\"], \"direction\": \"neutral\", \"question\": \"赃款赃物的处理情况如何?\"}, {\"key\": \"victim_count\", \"name_cn\": \"被害人数量\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"本案涉及的被害人数量是多少?\"}], \"extensions\": {\"盗窃罪\": [{\"key\": \"theft_count\", \"name_cn\": \"盗窃次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"盗窃次数是多少?\"}, {\"key\": \"theft_amount\", \"name_cn\": \"盗窃数额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"盗窃数额是多少?\"}, {\"key\": \"household_theft\", \"name_cn\": \"入户盗窃\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否属于入户盗窃?\"}, {\"key\": \"stolen_property_recovery\", \"name_cn\": \"赃物追回情况\", \"kind\": \"categorical\", \"values\": [\"全部追回\", \"部分追回\", \"未追回\"], \"direction\": \"mitigating\", \"question\": \"赃物追回情况如何?\"}, {\"key\": \"destructive_means\", \"name_cn\": \"破坏性手段\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否采用破坏性手段盗窃?\"}, {\"key\": \"use_special_convenience\", \"name_cn\": \"利用特殊便利\", \"kind\": \"categorical\", \"values\": [\"钥匙\", \"工作便利\", \"无\"], \"direction\": \"aggravating\", \"question\": \"是否利用特殊便利实施盗窃?\"}, {\"key\": \"theft_method\", \"name_cn\": \"盗窃方式\", \"kind\": \"categorical\", \"values\": [\"扒窃\", \"入户盗窃\", \"趁人不备\", \"撬锁\", \"爬窗\", \"顺手牵羊\"], \"direction\": \"aggravating\", \"question\": \"盗窃方式是什么?\"}, {\"key\": \"theft_target\", \"name_cn\": \"盗窃对象\", \"kind\": \"categorical\", \"values\": [\"手机\", \"现金\", \"电脑\", \"电动车\", \"首饰\", \"食品\"], \"direction\": \"neutral\", \"question\": \"盗窃对象是什么?\"}, {\"key\": \"theft_tool\", \"name_cn\": \"盗窃工具\", \"kind\": \"categorical\", \"values\": [\"螺丝刀\", \"老虎钳\", \"撬棍\", \"镊子\", \"钥匙\", \"徒手\"], \"direction\": \"aggravating\", \"question\": \"使用的盗窃工具是什么?\"}, {\"key\": \"theft_location\", \"name_cn\": \"盗窃场所\", \"kind\": \"categorical\", \"values\": [\"户内\", \"公共场所\", \"网吧\", \"超市\", \"户外\"], \"direction\": \"neutral\", \"question\": \"盗窃场所是什么?\"}, {\"key\": \"stolen_property_disposal\", \"name_cn\": \"赃物处理方式\", \"kind\": \"categorical\", \"values\": [\"变卖挥霍\", \"藏匿\", \"返还被害人\"], \"direction\": \"aggravating\", \"question\": \"赃物处理方式是什么?\"}, {\"key\": \"drug_user_identity\", \"name_cn\": \"吸毒人员身份\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否为吸毒人员?\"}], \"故意伤害罪\": [{\"key\": \"injury_degree\", \"name_cn\": \"损伤程度\", \"kind\": \"categorical\", \"values\": [\"轻伤一级\", \"轻伤二级\", \"重伤二级\", \"轻微伤\", \"重伤一级\"], \"direction\": \"aggravating\", \"question\": \"被害人损伤程度是什么?\"}, {\"key\": \"weapon_type\", \"name_cn\": \"伤害工具\", \"kind\": \"categorical\", \"values\": [\"菜刀\", \"木棍\", \"尖刀\", \"拳头\", \"铁棍\", \"U型锁\", \"铁锹\", \"酒瓶\"], \"direction\": \"aggravating\", \"question\": \"使用的伤害工具是什么?\"}, {\"key\": \"criminal_cause\", \"name_cn\": \"犯罪起因\", \"kind\": \"categorical\", \"values\": [\"琐事争执\", \"债务纠纷\", \"感情纠纷\", \"邻里矛盾\", \"被害人过错\", \"工作纠纷\"], \"direction\": \"neutral\", \"question\": \"犯罪起因是什么?\"}, {\"key\": \"community_correction_eligibility\", \"name_cn\": \"社区矫正评估\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"是否具备社区矫正条件?\"}, {\"key\": \"victim_fault\", \"name_cn\": \"被害人过错\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被害人是否存在过错?\"}, {\"key\": \"compensation_status\", \"name_cn\": \"赔偿情况\", \"kind\": \"categorical\", \"values\": [\"未赔偿\", \"部分赔偿\", \"全额赔偿\"], \"direction\": \"mitigating\", \"question\": \"赔偿情况如何?\"}, {\"key\": \"mutual_fight\", \"name_cn\": \"互殴情节\", \"kind\": \"bool\", \"values\": [], \"direction\": \"neutral\", \"question\": \"是否存在互殴情节?\"}, {\"key\": \"injury_result\", \"name_cn\": \"伤害后果\", \"kind\": \"categorical\", \"values\": [\"轻伤\", \"重伤\", \"轻微伤\", \"死亡\"], \"direction\": \"aggravating\", \"question\": \"伤害后果是什么?\"}, {\"key\": \"criminal_motive\", \"name_cn\": \"犯罪动机\", \"kind\": \"categorical\", \"values\": [\"报复\", \"琐事\", \"感情纠纷\", \"债务纠纷\", \"征地纠纷\"], \"direction\": \"neutral\", \"question\": \"犯罪动机是什么?\"}, {\"key\": \"drunk_crime\", \"name_cn\": \"酒后犯罪\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否酒后犯罪?\"}, {\"key\": \"minor_injury_count\", \"name_cn\": \"轻伤人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"轻伤人数是多少?\"}, {\"key\": \"serious_injury_count\", \"name_cn\": \"重伤人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"重伤人数是多少?\"}], \"诈骗罪\": [{\"key\": \"fraud_count\", \"name_cn\": \"诈骗次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗次数是多少?\"}, {\"key\": \"fraud_amount\", \"name_cn\": \"诈骗数额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗数额是多少?\"}, {\"key\": \"fraud_method\", \"name_cn\": \"诈骗手段\", \"kind\": \"categorical\", \"values\": [\"虚构事实\", \"伪造证件\", \"冒充身份\", \"网络诈骗\", \"代还信用卡\", \"虚构投资\"], \"direction\": \"aggravating\", \"question\": \"诈骗手段是什么?\"}, {\"key\": \"restitution_situation\", \"name_cn\": \"退赃情况\", \"kind\": \"categorical\", \"values\": [\"全部退赃\", \"部分退赃\", \"未退赃\", \"亲属代为退赃\"], \"direction\": \"mitigating\", \"question\": \"退赃情况如何?\"}, {\"key\": \"fraud_target\", \"name_cn\": \"诈骗对象\", \"kind\": \"categorical\", \"values\": [\"个人\", \"老年人\", \"国家财产\", \"金融机构\", \"亲友\"], \"direction\": \"aggravating\", \"question\": \"诈骗对象是什么?\"}, {\"key\": \"proceeds_use\", \"name_cn\": \"赃款用途\", \"kind\": \"categorical\", \"values\": [\"挥霍\", \"偿还赌债\", \"日常生活\", \"业务经营\"], \"direction\": \"aggravating\", \"question\": \"赃款用途是什么?\"}, {\"key\": \"impersonate_identity\", \"name_cn\": \"冒充身份\", \"kind\": \"categorical\", \"values\": [\"国家机关工作人员\", \"公司经理\", \"驾校人员\", \"民警\"], \"direction\": \"aggravating\", \"question\": \"冒充的身份是什么?\"}, {\"key\": \"fraud_means\", \"name_cn\": \"诈骗方式\", \"kind\": \"categorical\", \"values\": [\"虚构交易平台\", \"伪造合同\", \"虚假贷款\", \"代还信用卡报酬\", \"丢包诈骗\"], \"direction\": \"aggravating\", \"question\": \"具体诈骗方式是什么?\"}, {\"key\": \"fraud_victim_count\", \"name_cn\": \"诈骗被害人人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗被害人人数是多少?\"}, {\"key\": \"booty_squandered\", \"name_cn\": \"赃款挥霍\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"赃款是否被挥霍?\"}, {\"key\": \"fraud_middleman\", \"name_cn\": \"存在中间人\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否存在中间人?\"}]}}\n\nCASE:\n{\"id\": \"cail2018-b9ad8301e0c04ab4\", \"charge\": \"诈骗罪\", \"fact\": \"公诉机关指控,2013年12月27日,被告人张某经事先“qq”联系,至本市梨洲街道保庆路某号被害人徐某的电脑店,以其是被害人妻子孙某的同学,需要买2部苹果5s手机和1部电脑主机为由,取得被害人徐某的信任,并谎称本市梨洲街道远东工业城c12的一家公司是其父亲的公司,让被害人徐某将手机和电脑送至该公司。到达该公司门口后,被告人张某谎称自己要去门卫拿信件,让被害人徐某先将电脑主机送到公司三楼其父亲办公室安装、结账,其便乘机将2部合计价值人民币9600元的黄金版苹果5s手机拿走并逃离现场,后以人民币7600元的价格将该2部手机卖给寄售行。\"}"
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"reasoning_content": "我现在需要处理用户提供的司法判例结构化抽取任务。首先,我得仔细阅读用户给出的schema和案例内容,确保准确理解每个字段的要求。\n\n首先,schema分为core和extensionsextensions下有不同的罪名,比如盗窃罪、故意伤害罪、诈骗罪等。当前案例的charge是诈骗罪,所以需要关注core和extensions中的诈骗罪部分。\n\n案例的id是“cail2018-b9ad8301e0c04ab4”,charge是“诈骗罪”,接下来需要从fact中提取各个factors。\n\n先看core部分的各个key\n\n1. surrender(自首):案例中没有提到被告人自首,所以是null。\n2. truthful_confession(如实供述):fact中没有提到供述情况,null。\n3. compensation_to_victim(赔偿被害人损失):案例未提及赔偿,null。\n4. victim_forgiveness(被害人谅解):未提及,null。\n5. joint_crime(共同犯罪):案例中只提到被告人张某一人,没有共同犯罪,所以是false?不过需要确认是否有提到其他人。fact中说“被告人张某经事先‘qq’联系”,但没有提到其他共犯,所以joint_crime应该是false?或者是否属于共同犯罪?这里可能需要判断,但根据描述,只有张某一人实施,所以joint_crime为false。\n6. criminal_record(前科情况):未提及,null。\n7. arrest_method(到案方式):案例中没有提到张某是如何被抓获的,所以null。\n8. return_of_stolen_property(退赃情况):案例中提到手机被卖给寄售行,但没有提到退赃,所以是“未退赃”?或者是否有退赃行为?fact中没有提到退赃,所以return_of_stolen_property是“未退赃”?\n9. crime_count(犯罪次数):案例中只描述了一次犯罪行为,所以是1。\n10. crime_amount(犯罪金额):案例中提到“合计价值人民币9600元”,所以crime_amount是9600。\n11. guilty_plea(认罪态度):未提及是否认罪,null。\n12. first_offense(初犯):未提及,null。\n13. recidivism(累犯):未提及,null。\n14. criminal_form(犯罪形态):案例中张某已经拿走手机逃离,属于既遂,所以是“既遂”。\n15. disposal_of_stolen_property(赃款赃物处理情况):案例中提到“卖给寄售行”,属于“销赃牟利”?schema中的disposal_of_stolen_property选项是[\"挥霍\", \"销赃牟利\", \"部分发还\", \"全部发还\"],所以这里应该是“销赃牟利”。\n16. victim_count(被害人数量):案例中被害人是徐某,一人,所以是1。\n\n接下来是extensions中的诈骗罪部分:\n\n1. fraud_count(诈骗次数):案例中描述的是一次诈骗行为,所以是1。\n2. fraud_amount(诈骗数额):案例中提到“合计价值人民币9600元”,所以是9600。\n3. fraud_method(诈骗手段):schema中的选项有[\"虚构事实\", \"伪造证件\", \"冒充身份\", \"网络诈骗\", \"代还信用卡\", \"虚构投资\"]。案例中张某谎称是被害人妻子的同学,虚构公司是其父亲的公司,属于虚构事实和冒充身份?需要看选项,这里“冒充身份”是一个选项,而“虚构事实”也是。张某冒充被害人妻子的同学,属于“冒充身份”,同时虚构公司情况,可能属于虚构事实。但schema中的fraud_method是单选,需要选择最符合的。案例中“以其是被害人妻子孙某的同学”属于冒充身份,所以fraud_method是“冒充身份”。\n4. restitution_situation(退赃情况):extensions中的诈骗罪有restitution_situation,和core中的return_of_stolen_property类似?但core中的是return_of_stolen_property,而extensions中的诈骗罪有restitution_situation,选项是[\"全部退赃\", \"部分退赃\", \"未退赃\", \"亲属代为退赃\"]。案例中没有退赃,所以是“未退赃”。\n5. fraud_target(诈骗对象):选项有[\"个人\", \"老年人\", \"国家财产\", \"金融机构\", \"亲友\"]。案例中被害人是徐某的电脑店,属于个人,所以是“个人”。\n6. proceeds_use(赃款用途):案例中提到卖得7600元,但没有说明用途,所以null。\n7. impersonate_identity(冒充身份):选项有[\"国家机关工作人员\", \"公司经理\", \"驾校人员\", \"民警\"]。案例中冒充的是“被害人妻子的同学”,不属于这些选项,所以null?因为选项中没有“同学”这个选项,所以impersonate_identity是null。\n8. fraud_means(诈骗方式):选项有[\"虚构交易平台\", \"伪造合同\", \"虚假贷款\", \"代还信用卡报酬\", \"丢包诈骗\"]。案例中的方式是谎称是同学,让送货物,然后趁机拿走手机,可能属于“虚构事实”?但fraud_means的选项中没有,所以可能需要看是否符合某个选项。这里可能没有匹配的,所以null\n9. fraud_victim_count(诈骗被害人人数):被害人是徐某一人,所以是1。\n10. booty_squandered(赃款挥霍):案例中没有提到挥霍,所以null。\n11. fraud_middleman(存在中间人):案例中没有提到中间人,所以false。\n\n现在需要检查每个字段是否正确:\n\ncore部分的joint_crime:案例中只有张某一人,所以joint_crime是false。\n\ncriminal_form:犯罪形态是既遂,正确。\n\ndisposal_of_stolen_property:赃物处理情况是“销赃牟利”,因为卖给寄售行属于销赃牟利。\n\ncrime_count1次犯罪,正确。\n\ncrime_amount9600元,正确。\n\nvictim_count1人,正确。\n\nextensions中的诈骗罪:\n\nfraud_count1次,正确。\n\nfraud_amount9600元,正确。\n\nfraud_method:冒充身份,因为张某谎称是被害人妻子的同学,属于冒充身份,所以fraud_method选“冒充身份”。\n\nrestitution_situation:未退赃,正确。\n\nfraud_target:个人,正确。\n\nfraud_victim_count1,正确。\n\n其他字段如impersonate_identity,因为冒充的是同学,不在选项中,所以null。\n\n现在整理所有factors\n\ncore部分:\n\nsurrender: null\n\ntruthful_confession: null\n\ncompensation_to_victim: null\n\nvictim_forgiveness: null\n\njoint_crime: false\n\ncriminal_record: null\n\narrest_method: null\n\nreturn_of_stolen_property: \"未退赃\"\n\ncrime_count: 1\n\ncrime_amount: 9600\n\nguilty_plea: null\n\nfirst_offense: null\n\nrecidivism: null\n\ncriminal_form: \"既遂\"\n\ndisposal_of_stolen_property: \"销赃牟利\"\n\nvictim_count: 1\n\nextensions中的诈骗罪:\n\nfraud_count: 1\n\nfraud_amount: 9600\n\nfraud_method: \"冒充身份\"\n\nrestitution_situation: \"未退赃\"\n\nfraud_target: \"个人\"\n\nproceeds_use: null\n\nimpersonate_identity: null\n\nfraud_means: null\n\nfraud_victim_count: 1\n\nbooty_squandered: null\n\nfraud_middleman: false\n\n现在检查是否有遗漏或错误:\n\njoint_crime:是否确定是false?因为案例中没有提到其他共犯,所以是false。\n\narrest_method:未提及,null。\n\nreturn_of_stolen_propertycore中的退赃情况,案例中没有退赃,所以是“未退赃”。\n\ndisposal_of_stolen_property:赃款赃物处理情况是“销赃牟利”,正确,因为卖给寄售行属于销赃牟利。\n\nfraud_method:选项中有“冒充身份”,所以正确。\n\n其他字段如use_special_convenience等属于盗窃罪,这里是诈骗罪,不需要考虑。\n\n现在将所有factors整理成JSON格式,确保id和charge正确,factors包含所有core和extensions中的诈骗罪字段,未提及的为null,正确的填对应值。"
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