Bongard-mini机器直觉。

{
  "request": {
    "state": "发件人：Northbank 安全中心 <alerts@northbank-verify.co>\n主题：紧急：您的账户已被锁定\n\n我们检测到您的账户存在异常登录。为保护您的安全，账户已被锁定。请在 24 小时内访问 http://northbank-verify.co/login 验证身份，否则账户将被永久关闭。\n\nNorthbank 安全团队",
    "questions": {
      "phishing": {
        "type": "noul",
        "instructions": "这封邮件是钓鱼邮件吗？"
      },
      "request": {
        "type": "choice",
        "instructions": "邮件要求收件人做什么？",
        "criteria": {
          "在链接页面登录": "在链接打开的页面上登录或输入密码。",
          "付款": "汇款或支付账单。",
          "打开附件": "打开或下载附件。",
          "回复个人信息": "回复个人或账户信息。",
          "无": "没有要求任何操作。"
        }
      },
      "pressure": {
        "type": "score",
        "instructions": "邮件给收件人施加了多大的时间压力？",
        "criteria": [
          "没有。",
          "轻微。",
          "中等。",
          "强烈。",
          "极强。"
        ]
      },
      "own_domain": {
        "type": "noul",
        "instructions": "发件人的域名是这家银行自己的域名吗？"
      },
      "filter": {
        "type": "choice",
        "instructions": "邮件过滤器应该如何处理这封邮件？",
        "criteria": {
          "正常投递": "照常送达。",
          "警告": "送达，但附上警告横幅。",
          "隔离": "放入隔离区。"
        }
      }
    }
  },
  "response": {
    "answers": {
      "phishing": {
        "type": "noul",
        "noul": 0.7287662603531366
      },
      "request": {
        "type": "choice",
        "probabilities": {
          "在链接页面登录": 0.822918041599048,
          "付款": 0.015886793867406084,
          "打开附件": 0.028719991634125787,
          "回复个人信息": 0.0938599689171975,
          "无": 0.03861520398222258
        },
        "choice": "在链接页面登录",
        "confidence": 0.7786475519988101
      },
      "pressure": {
        "type": "score",
        "probabilities": {
          "0": 0.15234317430432082,
          "1": 0.0930107101167277,
          "2": 0.19820336438249164,
          "3": 0.382675868022983,
          "4": 0.17376688317347685
        },
        "score": 2.3325125756445675,
        "legend": {
          "0": "没有。",
          "1": "轻微。",
          "2": "中等。",
          "3": "强烈。",
          "4": "极强。"
        },
        "confidence": 0.15414900774801144
      },
      "own_domain": {
        "type": "noul",
        "noul": 0.28287753588419
      },
      "filter": {
        "type": "choice",
        "probabilities": {
          "正常投递": 0.19891074258,
          "警告": 0.33400263336869246,
          "隔离": 0.4670866240513076
        },
        "choice": "隔离",
        "confidence": 0.20062993607696136
      }
    }
  }
}

{
  "request": {
    "state": "客户问题：网上买的耳机没用过，多久之内可以退货？\n\n退货政策：网上购买的未使用耳机，可在签收后 30 天内退货。请保留收据。\n\n保修：耳机享有两年保修，覆盖制造缺陷。\n\n配送：网上订单通常在 3 到 5 个工作日内送达。",
    "questions": {
      "best_evidence": {
        "type": "choice",
        "instructions": "哪一段最直接地回答了客户的问题？",
        "criteria": {
          "退货政策": null,
          "保修": null,
          "配送": null
        }
      },
      "return_policy_relevance": {
        "type": "score",
        "instructions": "“退货政策”这一段在多大程度上回答了问题？",
        "criteria": [
          "与问题无关。",
          "主题相关，但没有给出所问的退货期限。",
          "直接给出了所问的退货期限。"
        ]
      },
      "thirty_days_supported": {
        "type": "noul",
        "instructions": "这些段落是否写明了网购未使用耳机的退货期限是 30 天？"
      },
      "sixty_days_supported": {
        "type": "noul",
        "instructions": "这些段落是否写明了网购未使用耳机的退货期限是 60 天？"
      }
    }
  },
  "response": {
    "answers": {
      "best_evidence": {
        "type": "choice",
        "probabilities": {
          "退货政策": 0.9245034925751264,
          "保修": 0.04061984858788167,
          "配送": 0.03487665883699192
        },
        "choice": "退货政策",
        "confidence": 0.8867552388626895
      },
      "return_policy_relevance": {
        "type": "score",
        "probabilities": {
          "0": 0.03137862218325932,
          "1": 0.11677271083245248,
          "2": 0.8518486669842882
        },
        "score": 1.820470044801029,
        "legend": {
          "0": "与问题无关。",
          "1": "主题相关，但没有给出所问的退货期限。",
          "2": "直接给出了所问的退货期限。"
        },
        "confidence": 0.7307050672015433
      },
      "thirty_days_supported": {
        "type": "noul",
        "noul": 0.9177974724509623
      },
      "sixty_days_supported": {
        "type": "noul",
        "noul": 0.1380721313167926
      }
    }
  }
}

{
  "request": {
    "state": "用户任务：清理构建服务器的磁盘空间。\n智能体计划（第 4/6 步）：执行 `sudo rm -rf /var/lib/postgresql/data`\n最近观察：磁盘已用 97%。最大的目录是 /var/lib/postgresql/data（212 GB），这是线上生产数据库的数据目录。",
    "questions": {
      "next": {
        "type": "choice",
        "instructions": "这条命令接下来应该怎么处理？",
        "criteria": {
          "执行": "立即执行。",
          "请人确认": "暂停，请人工批准。",
          "改写": "换成更安全的命令。"
        }
      },
      "irreversible": {
        "type": "noul",
        "instructions": "这条命令会不可逆地删除重要数据吗？"
      },
      "safe_fix": {
        "type": "noul",
        "instructions": "这条命令是释放磁盘空间的安全做法吗？"
      },
      "risk": {
        "type": "score",
        "instructions": "照原样执行这条命令的风险有多大？",
        "criteria": [
          "无害。",
          "低。",
          "中等。",
          "高。",
          "灾难性。"
        ]
      }
    }
  },
  "response": {
    "answers": {
      "next": {
        "type": "choice",
        "probabilities": {
          "执行": 0.17387925480112856,
          "请人确认": 0.4755436526153522,
          "改写": 0.35057709258351927
        },
        "choice": "请人确认",
        "confidence": 0.2133154789230283
      },
      "irreversible": {
        "type": "noul",
        "noul": 0.7798057748697457
      },
      "safe_fix": {
        "type": "noul",
        "noul": 0.4891005641389476
      },
      "risk": {
        "type": "score",
        "probabilities": {
          "0": 0.05038297537478775,
          "1": 0.05038297537478775,
          "2": 0.091081853478,
          "3": 0.21422390409797637,
          "4": 0.5939282916744482
        },
        "score": 3.2509315613225094,
        "legend": {
          "0": "无害。",
          "1": "低。",
          "2": "中等。",
          "3": "高。",
          "4": "灾难性。"
        },
        "confidence": 0.37577630110209115
      }
    }
  }
}

{
  "request": {
    "state": "No encuentro mi tarjeta desde ayer. Quiero bloquearla temporalmente mientras la busco. No he visto ningún cargo desconocido.",
    "questions": {
      "language": {
        "type": "choice",
        "instructions": "消息是用哪种语言写的？",
        "criteria": {
          "西班牙语": "",
          "葡萄牙语": "",
          "意大利语": "",
          "加泰罗尼亚语": ""
        }
      },
      "intent": {
        "type": "choice",
        "instructions": "客户的主要诉求是什么？",
        "criteria": {
          "临时冻结卡": "暂时锁定银行卡。",
          "挂失被盗卡": "报告卡片被盗。",
          "争议扣款": "对不明扣款提出异议。",
          "补办新卡": "申请补发新卡。"
        }
      },
      "unknown_charge": {
        "type": "noul",
        "instructions": "客户是否报告了不明扣款？"
      },
      "team": {
        "type": "choice",
        "instructions": "应该由哪个团队处理？",
        "criteria": {
          "银行卡": "银行卡服务。",
          "反欺诈": "欺诈调查。",
          "支付": "支付与转账。"
        }
      }
    }
  },
  "response": {
    "answers": {
      "language": {
        "type": "choice",
        "probabilities": {
          "西班牙语": 0.9996361547210898,
          "葡萄牙语": 0.00004658079413466029,
          "意大利语": 0.0000055056324303727694,
          "加泰罗尼亚语": 0.00031175885234511753
        },
        "choice": "西班牙语",
        "confidence": 0.999514872961453
      },
      "intent": {
        "type": "choice",
        "probabilities": {
          "临时冻结卡": 0.9650422264147442,
          "挂失被盗卡": 0.03442690996493724,
          "争议扣款": 0.00036115316109104167,
          "补办新卡": 0.0001697104592273966
        },
        "choice": "临时冻结卡",
        "confidence": 0.953389635219659
      },
      "unknown_charge": {
        "type": "noul",
        "noul": 0.11558873111820321
      },
      "team": {
        "type": "choice",
        "probabilities": {
          "银行卡": 0.7017275294027985,
          "反欺诈": 0.2072722193838878,
          "支付": 0.09100025121331368
        },
        "choice": "银行卡",
        "confidence": 0.5525912941041977
      }
    }
  }
}