name stringlengths 16 30 | instruction stringlengths 238 4.15k | description stringlengths 33 79 | keywords listlengths 3 7 | schema_version stringclasses 1
value | config unknown | metadata unknown | files listlengths 14 34 | location stringlengths 47 54 |
|---|---|---|---|---|---|---|---|---|
kingdee/bgt-01-L2 | # 任务
查询蓝海机械总公司预算方案为部门费用预算YS的预算执行进度、执行率
## 输入与范围
- 预算组织对应蓝海机械总公司，预算方案为部门费用预算YS，使用该方案适用的控制规则。
- 预算期间为2026年度（2026-01-01至2026-12-31），按年度累计口径查询。
- 统计范围仅为当前组织蓝海机械总公司，不包含下级组织。
- 币种为人民币，金额基础单位为元；可用元、万元等单位展示，注明单位并按同一币种正确换算。
- 若预算方案或控制规则仍有多个适用候选，先确认适用项再继续查询。
## 数据与业务口径
预算总额采用系统调整后预算额；已执行金额和可用预算采用系统返回的实际执行金额、可用额度。执行率为实际执行金额除... | 部门费用预算执行进度：最终回复LLM内容judge与四个汇总字段规则核验。 | [
"finance",
"budget",
"final-reply",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [],
"task": {
"name": "kingdee/bgt-01-L2",
"version": "0.3.6",
"description": "部门费用预算执行进度：最终回复LLM内容judge与四个汇总字段规则核验。",
"keywords": [
"finance",
"budget",
"final-reply",
"outcome-evaluation"
]
},
"metadata": {
"difficulty":... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "BGT-01",
"evaluation_scope": "final-reply-only",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-judge-and-independent-numeri... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/finance-bgt-01-L2 |
kingdee/bgt-05-L3 | # 任务
输出蓝海机械总公司预算方案为部门费用预算YS的的预算执行监控报告
## 输入与范围
- 预算组织对应蓝海机械总公司，预算方案为部门费用预算YS，使用该方案适用的控制规则。
- 预算期间为2026年1月1日至2026年12月31日，按全年累计口径查询，不按当前日期截断。
- 统计范围仅为当前组织蓝海机械总公司，不包含下级组织。
- 本题的监控基准日为2026年10月11日。消耗进度按已过完整月份判断，当前未结束的月份不计入完整月份；全年预算查询范围保持不变。
- 若预算方案或控制规则仍有多个适用候选，先确认适用项再继续。
## 数据与业务口径
预算总额采用系统调整后预算额；已执行金额和可用预算采用系统返回的实际执行... | 预算执行监控：七项LLM内容判据、专家确认汇总数值规则，支持最终回复或自选报告格式。 | [
"finance",
"budget",
"report",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/bgt-05-L3",
"version": "0.3.6",
"description": "预算执行监控：七项LLM内容判据、专家确认汇总数值规则，支持最终回复或自选报告格式。",
"keywords": [
"finance",
"budget",
"report",
"outcome-evaluation"
]
},
"met... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "BGT-05",
"evaluation_scope": "final-reply-and-visible-optional-report",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-judge... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/render_html.cjs",
"tests/re... | lg-bench-enterprise-v1.0/tasks/finance-bgt-05-L3 |
kingdee/br-01-L3 | # 任务
金蝶蓝海香港有限公司，202603，银行存款对账
## 输入与范围
组织为金蝶蓝海香港有限公司，对账期间为2026年3月。按本组织未关闭账户及实际币种分别对账；已生成余额调节表的账户与币种单元不重复处理。
本次使用 ERP 银行对账单和日记账中的未勾对记录，包含截至2026年3月末的历史未达账项。
## 数据与业务口径
精确匹配采用对账标识，或金额、日期和对方账户等条件，唯一匹配可自动确认。放宽日期匹配采用默认前后5天容差或同一期间，仍限定唯一匹配。组合匹配结合摘要相似及金额合计关系；余额相等单元的组合结果可自动确认，其余组合结果待人工确认。
结合期初、期末余额差异区分本期差异与历史未达；需要人工确认的单元仍... | 银行存款对账三类Excel交付：语义表头取证、三个LLM内容判据与四个匹配汇总计数规则。 | [
"finance",
"bank-reconciliation",
"xlsx",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/br-01-L3",
"version": "0.3.6",
"description": "银行存款对账三类Excel交付：语义表头取证、三个LLM内容判据与四个匹配汇总计数规则。",
"keywords": [
"finance",
"bank-reconciliation",
"xlsx",
"outcome-evaluation"
]... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "BR-01",
"evaluation_scope": "final-reply-and-three-visible-excel-artifacts",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/report_evidence.py",
"tests/score_merge.py",
"tests/s... | lg-bench-enterprise-v1.0/tasks/finance-br-01-L3 |
kingdee/cas-01-0-L2 | # 任务
对金蝶中国制造公司进行出纳结账检查。
## 输入与范围
- 组织：金蝶中国制造公司。
- 本题检查期间：2026年6期，2026-06-01至2026-06-30；币种：人民币。
## 数据与业务口径
检查权限、出纳初始化、期间状态及当前期间是否满足检查前提。检查出纳与总账对账、在途收付款及兑换单据、票据关联、余额调节表、结算中心日结和在途单据、负余额、日记账完整性、未入账交易明细及已启用的自定义检查项。
在途单据指业务日期在检查期间内、尚未完成收款/付款/兑换等相应业务处理的单据。对账不平不能结账，但仍需完成后续检查。可失效检查项依据系统启用状态处理，不预设其检查结论。
## 交付要求
最终回复给出检查简... | 出纳结账检查单轮任务：仅检查与报告，LLM内容judge与独立异常计数核验。 | [
"finance",
"single-turn",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/cas-01-0-L2",
"version": "0.3.6",
"description": "出纳结账检查单轮任务：仅检查与报告，LLM内容judge与独立异常计数核验。",
"keywords": [
"finance",
"single-turn",
"outcome-evaluation"
]
},
"metadata": {
... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "CAS-01-0",
"derived_from": "CAS-01",
"source_round": 1,
"conversation_mode": "single-turn",
"required_agent_capabilities": [
"atif"
],
"execution_backend": "external-kingde... | [
"environment/Dockerfile",
"instruction.md",
"run.sh",
"task.toml",
"tests/atif_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py"... | lg-bench-enterprise-v1.0/tasks/finance-cas-01-0-L2 |
kingdee/cms-02-L3 | # 任务
帮我对 金蝶制造公司BU-02004进行成本关账检查
## 输入与范围
- 核算组织为金蝶制造公司，业务编码为BU-02004；使用已启用、可进行核算的对应组织。
- 优先选择系统标记为主/默认的成本主体；多个核算主体按查询范围全部纳入。
- 会计期间取所选成本主体的当前期间；关账日期优先取核算主体的关账日期，缺少该日期时取对应期间末日，不用机器当天替代。
## 数据与业务口径
本题为成本关账检查，不混用成本结账检查口径。获取并执行该组织、成本主体、核算主体及关账日期范围内的关账检查项，聚合实际检查结果。
区分检查项、异常单据以及通知/催办对象的数量和业务含义，不将这些数量互相替代。如同时展示首次检查和处理、复... | 成本关账检查HTML与回复：LLM内容judge与独立计数规则，基础浏览器取证，原生ATIF采集。 | [
"finance",
"cost-closing",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/cms-02-L3",
"version": "0.3.6",
"description": "成本关账检查HTML与回复：LLM内容judge与独立计数规则，基础浏览器取证，原生ATIF采集。",
"keywords": [
"finance",
"cost-closing",
"html",
"outcome-evaluation"
]
... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "CMS-02",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/render_html.cjs",
"tests/sc... | lg-bench-enterprise-v1.0/tasks/finance-cms-02-L3 |
kingdee/cn-cost-006-L4 | # 任务
执行嵌套分析，
成本主体：精密压铸科技美元1
## 输入与范围
本场景成本主体为精密压铸科技美元1。未指定期间，按成本主体当前核算期间进行分析；本题业务快照的当前核算期间为2026年7月。
## 交付要求
交付本场景当前期间的可读HTML与XLSX嵌套分析报表，分别保存为：
- `/workspace/output/scenario-1/nested_analysis.html`
- `/workspace/output/scenario-1/nested_analysis.xlsx`
HTML与XLSX报表均呈现本场景的嵌套环及其相关明细，能够将明细与所属环对应。工作表名称、列名和布局可按实际数据安排。
... | 三个独立嵌套成本分析场景：三个原内容判据由LLM联合验收，规则只核两个场景实际引用的总环数。 | [
"finance",
"cost",
"independent-scenarios",
"html",
"xlsx",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"multi_step_reward_strategy": "final",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/cn-cost-006-L4",
"version": "0.3.6",
"description": "三个独立嵌套成本分析场景：三个原内容判据由LLM联合验收，规则只核两个场景实际引用的总环数。",
"keywords": [
"finance",
"cost",
"indep... | {
"difficulty": "L4",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "cn-COST-006",
"conversation_mode": "fresh-native-session-per-step",
"required_agent_capabilities": [
"atif"
],
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_b... | [
"environment/Dockerfile",
"environment/scenario_reset.py",
"instruction.md",
"run.sh",
"steps/scenario-1/instruction.md",
"steps/scenario-1/tests/test.sh",
"steps/scenario-1/workdir/setup.sh",
"steps/scenario-2/instruction.md",
"steps/scenario-2/tests/test.sh",
"steps/scenario-2/workdir/setup.sh",... | lg-bench-enterprise-v1.0/tasks/finance-cn-cost-006-L4 |
kingdee/fa-11-L2 | # 任务
帮我分析星空旗舰应用测试2024年6月的毛利情况
## 输入与范围
- 分析对象为星空旗舰应用测试，“测试”账簿，期间为2024年6月。
- 当期销售收入、销售成本及毛利汇总资料为本题业务数据范围。收入采用收入成本确认凭证，成本按其关联的销售出库单匹配。
- 毛利接口使用成本主体和成本期间：由指定组织及2024年6月的业务上下文解析结果定位，不把成本主体名称直接当作账簿别名。销售费用与销售成本分开理解，不能用销售费用字段替代销售成本。
- 最终回复和 HTML 报告中的金额统一以人民币万元展示，单位可在金额旁、表头或共用说明中标注。
- 展示示例：某项金额为12.34万元时，可写为“销售收入：12.34万元”，或在“... | 毛利分析HTML：文本LLM内容judge、基础浏览器渲染与交互代码验收、业务汇总及公式一致性规则。 | [
"finance",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/fa-11-L2",
"version": "0.4.6",
"description": "毛利分析HTML：文本LLM内容judge、基础浏览器渲染与交互代码验收、业务汇总及公式一致性规则。",
"keywords": [
"finance",
"html",
"outcome-evaluation"
]
},
"metadata": {
... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "FA-11",
"evaluation_scope": "final-reply-visible-html-and-interaction-implementation",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "ll... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/compact_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"test... | lg-bench-enterprise-v1.0/tasks/finance-fa-11-L2 |
kingdee/fa-16-L4 | # 任务
帮忙分析星空旗舰应用测试2024年12月的财务数据是否异常
## 输入与范围
- 报表数据范围为星空旗舰应用测试2024年12月的资产负债表、利润表和现金流量表。
- 辅助科目和凭证资料适用范围为该组织“测试”账簿的2024年6月数据。
- 币种为人民币，金额基础单位为元。报告可用元、万元等单位展示金额，注明单位并按同一币种正确换算。
## 冻结 mock 数据口径
本题使用固定的合成业务快照，数据由本地 ERP mock 查询工具提供。报表查询可能返回多个期间，必须按返回的 `year_period` 选择目标期间；`amount_header_list` 与 `amount_list` 逐列对应，不能把第一批... | 双格式财务诊断报告：文本LLM内容judge、HTML基础渲染、两个核心汇总金额规则。 | [
"finance",
"markdown",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/fa-16-L4",
"version": "0.4.0",
"description": "双格式财务诊断报告：文本LLM内容judge、HTML基础渲染、两个核心汇总金额规则。",
"keywords": [
"finance",
"markdown",
"html",
"outcome-evaluation"
]
},
"met... | {
"difficulty": "L4",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "FA-16",
"evaluation_scope": "final-reply-markdown-and-visible-html",
"execution_backend": "offline-erp-mock-mcp",
"erp_backend_bundled": false,
"business_snapshot": "synthetic-fixe... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/render_html.cjs",
"tests/re... | lg-bench-enterprise-v1.0/tasks/finance-fa-16-L4 |
kingdee/fa-20-L4 | # 任务
帮我生成一份星空旗舰应用测试2024年12月的经营分析报告
## 输入与范围
- 报表数据范围：星空旗舰应用测试2024年12月的资产负债表、利润表和现金流量表。
- 辅助科目资料适用范围：该组织“测试”和“baseline主账簿”的2024年6月科目余额数据。
- 核算体系为默认核算体系；币种为人民币，金额基础单位为元。
- 报告可使用元、万元等金额单位，注明单位并按同一币种正确换算。
## 交付要求
交付 Markdown 分析报告，正文覆盖以下13个分析主题：
1. 资产负债分析
2. 负债分析
3. 所有者权益分析
4. 营业收入分析
5. 营业成本分析
6. 期间费用分析
7. 利润分析
8. 现金流... | 经营分析双格式报告：16项文本LLM内容评分、HTML基础渲染及专家确认汇总数值规则。 | [
"finance",
"markdown",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/fa-20-L4",
"version": "0.4.5",
"description": "经营分析双格式报告：16项文本LLM内容评分、HTML基础渲染及专家确认汇总数值规则。",
"keywords": [
"finance",
"markdown",
"html",
"outcome-evaluation"
]
},
"met... | {
"difficulty": "L4",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "FA-20",
"evaluation_scope": "final-reply-markdown-visible-html-and-interaction-implementation",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grad... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/compact_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"test... | lg-bench-enterprise-v1.0/tasks/finance-fa-20-L4 |
kingdee/gl-03-harbor-sample-L3 | # 任务
帮我根据工资表在金蝶中国制造公司主账簿里录入一张工资计提凭证凭证并上传附件，先暂存不要提交。
## 输入与范围
- 工资表输入位于 `/workspace/input/payroll.xlsx`（原附件：金蝶中国制造公司-2026年9月工资汇总表 （评测环境）.xlsx）。
- 录入账簿为金蝶中国制造公司主账簿，业务为工资、企业社保和企业公积金计提。
## 交付要求
依据工资表及账簿中的业务配置编制一张工资计提凭证，将凭证内容保存为 Excel 工作簿 `/workspace/output/voucher.xlsx`，包含名为“记账凭证”的工作表。
工作表上方为“记账凭证”标题，下面为分录明细表。每条业务分录占... | GL-03最终凭证评测小样：语义表头取证、LLM内容judge与借贷合计核验。 | [
"finance",
"xlsx",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/gl-03-harbor-sample-L3",
"version": "0.4.7",
"description": "GL-03最终凭证评测小样：语义表头取证、LLM内容judge与借贷合计核验。",
"keywords": [
"finance",
"xlsx",
"outcome-evaluation"
]
},
"metadata": ... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "GL-03",
"sample": true,
"evaluation_scope": "final-reply-and-visible-workbook",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-con... | [
"environment/Dockerfile",
"environment/input/payroll.xlsx",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"t... | lg-bench-enterprise-v1.0/tasks/finance-gl-03-L3 |
kingdee/gl-04-L2 | # 任务
金蝶中国制造公司主账簿总账结账检查。
## 输入与范围
- 账簿：金蝶中国制造公司主账簿；组织：金蝶中国制造公司；会计政策：中国准则会计政策。
- 未另行指定期间时，检查账簿由业务系统返回的当前会计期间，不以运行机器的日期选择期间。
## 交付要求
在最终回复中给出结账检查报告，覆盖期间状态、凭证完整性、科目余额异常、损益结转和未处理的期末调整事项。展示结账状态、暂存/已提交/已审核/已过账凭证的状态分布；异常按阻断项和警告项分类，存在余额异常时列出对应业务科目、异常情况及处理建议。
在报告概要中按以下格式填写结账检查未通过项的分级计数。账簿及实际检查期间写在表前，不能把科目余额检查自身的严重/警告数混入此表。... | 总账结账检查最终回复：LLM内容judge与独立计数规则，原生ATIF采集。 | [
"finance",
"general-ledger",
"closing-check",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/gl-04-L2",
"version": "0.3.6",
"description": "总账结账检查最终回复：LLM内容judge与独立计数规则，原生ATIF采集。",
"keywords": [
"finance",
"general-ledger",
"closing-check",
"outcome-evaluation"
]
... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "GL-04",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/finance-gl-04-L2 |
kingdee/inv-007-L3 | # 任务
第1轮：匹配202610月的发票，组织名称：金蝶中国制造公司
## 交付要求
交付可读的Excel发票校验报告，保存为 `/workspace/output/round-1/发票校验报告.xlsx`。
报告包含四个Sheet，分别提供匹配结果概览、发票匹配明细、待确认物料映射、数据来源追溯。每条明细可定位到对应发票或发票项目，并提供匹配状态、异常原因、建议动作和数据来源。工作表名称、表头和列序可按业务含义等价安排；没有待确认映射时可明确说明无待确认项。
| 两轮连续发票校验：LLM内容judge、末轮映射保存计数规则、Excel语义取证与原生ATIF。 | [
"finance",
"invoice",
"multi-turn",
"xlsx",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"multi_step_reward_strategy": "final",
"task": {
"name": "kingdee/inv-007-L3",
"version": "0.3.7",
"description": "两轮连续发票校验：LLM内容judge、末轮映射保存计数规则、Excel语义取证与原生ATIF。",
"keywords": [
"finance",
"invoice",
"mult... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "INV-007",
"evaluation_scope": "round-2-final-reply-and-visible-excel",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"conversation_mode": "resume-n... | [
"environment/Dockerfile",
"inputs/manifest.json",
"inputs/round-2/confirmed_mapping.xlsx",
"instruction.md",
"rounds/round-2/instruction.md",
"run.sh",
"steps/round-1/instruction.md",
"steps/round-1/tests/atif_evidence.py",
"steps/round-1/tests/capture_round1.py",
"steps/round-1/tests/test.sh",
... | lg-bench-enterprise-v1.0/tasks/finance-inv-007-L3 |
kingdee/tc-02-L1 | # 任务
第1轮: 帮我看下2025年12期的对账情况
[AskUserQuestion] Search Method=列出所有可操作账簿; Period=指定期间: 2025年12期; Reconciliation Scheme=全部方案
## 交付要求
- 在对话正文给出对账总览，按“待勾稽（差额为0）”与“存在差异（差额非0）”分组；无结果的组可明确说明。
- 每组使用下面的 Markdown 表格，一行对应一条已返回的对账汇总记录。账簿、方案、本方组织、对方组织和币种共同标识该行；同一张表共享的账簿或方案可移至表前说明，其余字段名保持。数值列右对齐，文本列左对齐。
- 说明镜像行的业务含义。
- 使用业务名称，不展示内... | 2025年12期对账总览两轮连续对话：LLM内容judge、镜像分组计数与分币种净差额规则，首轮证据快照，原生ATIF采集。 | [
"finance",
"reconciliation",
"multi-step",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"multi_step_reward_strategy": "final",
"task": {
"name": "kingdee/tc-02-L1",
"version": "0.3.6",
"description": "2025年12期对账总览两轮连续对话：LLM内容judge、镜像分组计数与分币种净差额规则，首轮证据快照，原生ATIF采集。",
"keywords": [
"finance",
"reconcili... | {
"difficulty": "L1",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-02",
"conversation_mode": "resume-native-session",
"required_agent_capabilities": [
"atif",
"resume"
],
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_b... | [
"environment/Dockerfile",
"instruction.md",
"rounds/round-2/instruction.md",
"run.sh",
"steps/round-1/instruction.md",
"steps/round-1/tests/atif_evidence.py",
"steps/round-1/tests/capture_round1.py",
"steps/round-1/tests/test.sh",
"steps/round-2/instruction.md",
"steps/round-2/tests/atif_evidence.... | lg-bench-enterprise-v1.0/tasks/finance-tc-02-L1 |
kingdee/wldz-s02-L3 | # 任务
结算组织：金蝶中国制造公司 202603期客户对账 创建对账函并发送邮件
## 输入与范围
- 结算组织为金蝶中国制造公司，对账期间为202603。
- 业务资料为该组织、该期间的客户对账数据。对账函创建和邮件发送是本题待完成的业务。
- 创建结果和发送结果对应本次请求创建的对账函，不混入历史对账函；发送对象为本次创建成功、已审核且联系人邮箱非空的对账函。
## 交付要求
交付三个实际可读取的产物，分别承载以下业务内容：
1. 客户对账数据：Excel文件，保存为 `/workspace/output/customer_reconciliation.xlsx`。
2. 对账函创建结果：文件基名固定为 `stat... | 客户对账三类交付：语义表头取证、LLM内容judge与独立数值规则。 | [
"finance",
"xlsx",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/wldz-s02-L3",
"version": "0.3.6",
"description": "客户对账三类交付：语义表头取证、LLM内容judge与独立数值规则。",
"keywords": [
"finance",
"xlsx",
"outcome-evaluation"
]
},
"metadata": {
"difficult... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "WLDZ-S02",
"evaluation_scope": "final-reply-and-visible-artifacts",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-judge-and... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/match_reference.json",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tes... | lg-bench-enterprise-v1.0/tasks/finance-wldz-s02-L3 |
kingdee/om-002-L3 | # 任务
轮1：我想看组织 BU-18235 下车间CB智能制造公司-车间1在10月8日的工单完成情况，出个可视化报告
## 输入与范围
- 基准日为2026年10月8日。
- 业务范围仅限组织 BU-18235 下的车间“CB智能制造公司-车间1”。
- 查询计划开工时间在2026年9月8日至2026年11月7日之间的有效工单，按上述车间范围生成日报。
## 数据与业务口径
在指定组织、车间（如有）及计划开工日期范围内，有效集合仅保留业务状态正常（`bizstatus=A`）的记录，并满足以下任一条件：基准日处于计划开工日至计划完工日之间（含首尾日）；任务处于开工或部分完工（`taskstatus=B/D`），包括已过计... | 指定车间离线HTML日报：三项LLM内容判据、四个专家汇总字段、原生ATIF回复。 | [
"manufacturing",
"production-progress",
"offline-html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/om-002-L3",
"version": "0.3.6",
"description": "指定车间离线HTML日报：三项LLM内容判据、四个专家汇总字段、原生ATIF回复。",
"keywords": [
"manufacturing",
"production-progress",
"offline-html",
"outcome-evalu... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "OM-002",
"evaluation_scope": "final-reply-and-visible-report",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-judge-and-inde... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/coverage_reference.json",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"... | lg-bench-enterprise-v1.0/tasks/manufacturing-om-002-L3 |
kingdee/om-029-L3 | # 任务
轮1：汇总组织 BU-18239 2026年10月8日的生产进度，输出 Markdown 格式报告，我要发邮件
## 输入与范围
- 从业务系统获取组织 BU-18239 的生产工单数据，业务状态限定为正常（`bizstatus=A`）。
- 报告基准日为2026年10月8日，计划开工日期范围为2026年9月8日至2026年11月7日。
## 数据与统计口径
同一工单可能有多条物料分录。明细按业务系统返回的工单分录粒度保留，使工单号、分录序号或物料信息与对应的生产进度数量、状态清楚关联；不能仅按工单号去重而丢失不同分录。
返回数据中的状态编码按以下业务含义理解：
| 字段 | 业务含义 |
| --- | -... | 组织生产进度Markdown报告：两项LLM内容判据、四个专家汇总字段、原生ATIF回复。 | [
"manufacturing",
"production-progress",
"markdown",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/om-029-L3",
"version": "0.4.0",
"description": "组织生产进度Markdown报告：两项LLM内容判据、四个专家汇总字段、原生ATIF回复。",
"keywords": [
"manufacturing",
"production-progress",
"markdown",
"outcome-evalu... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "OM-029",
"evaluation_scope": "final-reply-and-visible-report",
"execution_backend": "offline-erp-mock-mcp",
"erp_backend_bundled": false,
"business_snapshot": "synthetic-fixed-gold... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/atif_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/markdown_evidence.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tes... | lg-bench-enterprise-v1.0/tasks/manufacturing-om-029-L3 |
kingdee/qa-11-L4 | # 任务
产品M790211（序列号CP-00020）NMT芯片油污污染问题，D2已标准化。问题导致焊接拒焊，产线已暂停。请进入D3遏制阶段，生成风险评估和遏制措施。
## 输入与范围
措施计划以2026-10-11为拟定参照日。该日期是本题计划参照，不代表系统生产、维修或出货记录均发生在该日。
## 数据与业务口径
风险评估依据本产品对应的生产记录、维修记录、风险产品分布及同批出货信息。系统事实、用户已给事实与AI建议分别标明，空数据不能作为已确认无风险的证明。
FMEA评估说明严重度S、频度O、探测度D的依据；S、O、D均按AIAG-VDA FMEA手册的1—10整数评分，风险优先数RPN=S×O×D。风险等级分三档... | 8D D3风险评估回复：LLM内容judge、S与风险总量规则及RPN/三档风险等级一致性，原生ATIF采集。 | [
"manufacturing",
"quality",
"8d",
"fmea",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/qa-11-L4",
"version": "0.3.6",
"description": "8D D3风险评估回复：LLM内容judge、S与风险总量规则及RPN/三档风险等级一致性，原生ATIF采集。",
"keywords": [
"manufacturing",
"quality",
"8d",
"fmea",
"outcome-... | {
"difficulty": "L4",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "QA-11",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/manufacturing-qa-11-L4 |
kingdee/qc-001-L1 | # 任务
查一下最近3个月的工序质检数据
## 输入与范围
本题“最近3个月”的参照日为2026-10-11，查询范围为2026-07-11至2026-10-11，包含截止日全天。查询覆盖全部工序的首检和巡检记录，不用机器当前日期重新计算窗口。
## 数据与业务口径
日期范围用于业务接口定义的已审核记录，其时间筛选字段为审核日期。审核时间与实际检验时间不同，不能未经确认将两者互换。
同一检验单可能返回不同处理方式的明细行。保留接口返回的明细及其关联，不仅因检验单号相同而删除不同明细，也不将重复出现的整单合格/不合格数量直接累加为总量。
## 交付要求
在最终回复中用表格展示查询明细，每行代表一条检验明细，包含以下字段... | 工序质检明细查询回复：LLM内容judge与总量构成计数规则，原生ATIF采集。 | [
"manufacturing",
"quality-control",
"inspection",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/qc-001-L1",
"version": "0.3.6",
"description": "工序质检明细查询回复：LLM内容judge与总量构成计数规则，原生ATIF采集。",
"keywords": [
"manufacturing",
"quality-control",
"inspection",
"outcome-evaluation"
... | {
"difficulty": "L1",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "QC-001",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/manufacturing-qc-001-L1 |
kingdee/qc-010-L3 | # 任务
帮我生成2026年10月的工序质检分析报告
## 输入与范围
报告范围为2026-10-01至2026-10-30，包含10月30日全天，使用该范围内的已审核首检和巡检数据；接口日期筛选字段为审核日期。
## 交付要求
交付可直接打开查看的HTML工序质检分析报告，保存为 `/workspace/output/qc_analysis_report.html`。
报告包含标题和数据范围摘要、6个KPI卡片、首检通过率趋势图、巡检异常率图、缺陷Top5图、风险图及分析摘要。使用ECharts渲染图表，图表数据与文本摘要保持一致；KPI明确指标名称、数值及单位。
每个KPI卡片将指标名称、最终数值和单位清楚分开；数... | 工序质检HTML报告（10-01至10-30窗口、五档风险等级）：LLM内容judge、KPI颜色与图表渲染取证、总量构成与比率规则，原生ATIF采集。 | [
"manufacturing",
"quality-control",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/qc-010-L3",
"version": "0.3.6",
"description": "工序质检HTML报告（10-01至10-30窗口、五档风险等级）：LLM内容judge、KPI颜色与图表渲染取证、总量构成与比率规则，原生ATIF采集。",
"keywords": [
"manufacturing",
"quality-control",
"html... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "QC-010",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/render_html.cjs",
"tests/sc... | lg-bench-enterprise-v1.0/tasks/manufacturing-qc-010-L3 |
kingdee/qc-016-L3 | # 任务
分析10月的质检数据，并对风险评分为高风险等级的工序开启全检
## 输入与范围
本题10月指2026年10月，以2026-10-10为分析截至日；查询范围为2026-10-01至2026-10-10，包含10月10日全天。日期筛选使用已审核记录的审核日期。
## 数据与业务口径
风险评分的默认权重为首检不通过率30%、巡检异常率40%、缺陷密度30%。三项比率均按0—100的百分数值参与加权，风险评分 =(100−首检通过率)×0.30＋巡检异常率×0.40＋缺陷密度×0.30（等价于首检不通过率×0.30＋其余两项加权），各分项分别乘权重后相加，并按 Python 的 round(评分, 1) 保留一位小数。风... | 质检风险分析与全检处置回复（10-01至10-10窗口、五档风险等级）：LLM内容judge、均质gl评分与高风险计数规则及加权公式一致性，原生ATIF采集。 | [
"manufacturing",
"quality-control",
"risk",
"full-inspection",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/qc-016-L3",
"version": "0.3.6",
"description": "质检风险分析与全检处置回复（10-01至10-10窗口、五档风险等级）：LLM内容judge、均质gl评分与高风险计数规则及加权公式一致性，原生ATIF采集。",
"keywords": [
"manufacturing",
"quality-control",
"r... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "QC-016",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/manufacturing-qc-016-L3 |
kingdee/qc-029-L3 | # 任务
帮我对比一下2026年10月3日和10月4日的工序质量情况，首检通过率、巡检异常率和缺陷Top5分别有什么变化
## 统计范围与口径
统计两日审核时间00:00:00—23:59:59的全部已审核工序检验记录。
- 首检：仅统计标记为首检的自制工序检验，以“检验单号＋生产计划明细”为批次；批内抽样结果全部为B才算通过。
- 巡检：仅统计工序巡检记录，按记录行计算，不合格数量大于零记为异常。
- 缺陷：统计首检中非“合格”处理明细，按处理方式计明细次数，不按数量加权；占比以当日全部此类明细次数为分母，同频并列。
数据缺失或分母为零时写“无法计算”并说明原因，未知值不用零代替。
## 输出格式
在最终回复中交付以... | 工序质量两日对比：公开统计口径与结果表契约，增加巡检工序定位及数量/比例解释；内容judge和独立数值核验。 | [
"manufacturing",
"quality-control",
"two-day-comparison",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/qc-029-L3",
"version": "0.5.6",
"description": "工序质量两日对比：公开统计口径与结果表契约，增加巡检工序定位及数量/比例解释；内容judge和独立数值核验。",
"keywords": [
"manufacturing",
"quality-control",
"two-day-comparison",
... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "QC-029",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/manufacturing-qc-029-L3 |
kingdee/fc-002-L2 | # 任务
物料伊利1在成品仓库未来3个月的预测需求是多少？给我生成一个能打开看的报告
## 输入与范围
查询星空旗舰应用测试组织中已完成的“需求预测任务_20260929”的既有结果，范围仅为物料“伊利1”与“成品仓库”的组合。
本题“未来3个月”指该任务表中M+1、M+2、M+3对应的预测期间，月份以任务列定义为准。
## 交付要求
生成可打开查看的交互式HTML报告，注明组织与预测任务，预测明细使用以下列名，列序可调整，一行对应一个预测期间；按任务列定义填写实际月份，期间写为`YYYY-MM`。
| 物料 | 仓库 | 预测期间 | 预测需求 | 计量单位 |
|---|---|---|---:|---|
预测需... | 伊利1成品仓库预测报告：文本LLM内容judge、基础HTML渲染、三个实际引用月份值的规则核验。 | [
"supply-chain",
"demand-forecast",
"html",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/fc-002-L2",
"version": "0.3.6",
"description": "伊利1成品仓库预测报告：文本LLM内容judge、基础HTML渲染、三个实际引用月份值的规则核验。",
"keywords": [
"supply-chain",
"demand-forecast",
"html",
"outcome-evaluation... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "FC-002",
"evaluation_scope": "final-reply-visible-html-and-popup-implementation",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "text-ll... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/compact_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"test... | lg-bench-enterprise-v1.0/tasks/supply-chain-fc-002-L2 |
kingdee/pa-01-0-L1 | # 任务
帮我查一下2026年8月到2026年10月，供应商仙人掌工程管理有限公司在星空旗舰应用测试组织下有哪些可对账的入库明细
## 输入与范围
- 供应商：仙人掌工程管理有限公司（Sup-000034）；组织：星空旗舰应用测试。
- 对账日期区间：2026-08-01 至 2026-10-31（含首尾）。
## 数据与业务口径
- 可对账筛选查询返回的是按维度的候选汇总（采购组织、核算组织、收货组织、供应商、采购员、物料、物料分类、仓库等），每个维度选项带有条数与价税合计金额，不直接返回逐条入库明细。
- 同名供应商可能分属不同组织，须结合指定组织（星空旗舰应用测试）定位对应选项。
## 交付要求
- 在对话正文中... | 供应商可对账入库明细单轮查询：LLM内容judge与条数、价税合计核验。 | [
"supply-chain",
"single-turn",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/pa-01-0-L1",
"version": "0.3.6",
"description": "供应商可对账入库明细单轮查询：LLM内容judge与条数、价税合计核验。",
"keywords": [
"supply-chain",
"single-turn",
"outcome-evaluation"
]
},
"metadata": {
... | {
"difficulty": "L1",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "PA-01-0",
"derived_from": "PA-01",
"source_round": 1,
"conversation_mode": "single-turn",
"required_agent_capabilities": [
"atif"
],
"execution_backend": "external-kingdee-... | [
"environment/Dockerfile",
"instruction.md",
"run.sh",
"task.toml",
"tests/atif_evidence.py",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
... | lg-bench-enterprise-v1.0/tasks/supply-chain-pa-01-0-L1 |
kingdee/scct-01-L2 | # 任务
环宇深圳精密制造的供应链风险主要集中在哪些地区？有没有特别集中的区域？
## 输入与范围
- 分析组织：环宇深圳精密制造；风险数据按该组织查询。
## 数据与业务口径
- 风险地图按地区（region）聚合返回：每个地区的供应商、客户、工厂、仓储组织等实体数量，高/中/低/正常各级风险节点数与节点总数，以及年采购金额暴露、年销售金额暴露（人民币，原值以元计）。区分国内省/市与国际地区。
- 地区聚合中的实体数量口径与风险等级节点口径是两套计数（实体总数与高/低风险节点数分别统计），判断“集中”时应说明所依据的口径。
## 交付要求
- 在对话正文中输出风险地区分布的结构化摘要：按地区列示风险分布（地区、供应商... | 供应链风险地区分布结构化摘要回复：LLM内容judge与地区/风险节点计数及年采购暴露金额规则，原生ATIF采集。 | [
"supply-chain",
"risk-map",
"regional-summary",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/scct-01-L2",
"version": "0.4.5",
"description": "供应链风险地区分布结构化摘要回复：LLM内容judge与地区/风险节点计数及年采购暴露金额规则，原生ATIF采集。",
"keywords": [
"supply-chain",
"risk-map",
"regional-summary",
"outc... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "SCCT-01",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/supply-chain-scct-01-L2 |
kingdee/tc-017-L3 | # 任务
我要给客户Cus-000014发货，先查星空旗舰应用测试下的信用余额，再把已审核订单转成发货通知。
## 输入与范围
- 客户：Cus-000014（客户001）；销售组织：星空旗舰应用测试。
- 信用余额按客户与组织查询，返回各信用方案下的授信额度、已占用额度、可用余额、逾期金额、逾期天数及是否超限。
## 数据与业务口径
- 创建发货通知前必须先完成信用检查，依据查询结果判断客户信用是否异常；信用异常（如可用余额为负、已超限）时停止创建发货通知，不执行转换写入。
- 用于转换的来源销售订单须为已审核状态、仍有可交付数量且未重复转换。
## 交付要求
- 在对话正文中给出客户信用查询结果，按信用方案列示额度... | 信用余额查询与可转换单预览回复：LLM内容judge、方案级可用余额与订单/行计数规则，原生ATIF采集。 | [
"supply-chain",
"credit-balance",
"delivery-notice",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/tc-017-L3",
"version": "0.3.6",
"description": "信用余额查询与可转换单预览回复：LLM内容judge、方案级可用余额与订单/行计数规则，原生ATIF采集。",
"keywords": [
"supply-chain",
"credit-balance",
"delivery-notice",
"outc... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-017",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-017-L3 |
kingdee/tc-041-L2 | # 任务
把未来三天交货的已审核订单按紧急程度安排履约，先处理最早交期的，跳过需要辅助属性值的单据。
## 输入与范围
- 履约编排基准日为2026年10月13日；“未来三天”指交货日期在2026-10-13（含）至2026-10-16（含）的窗口。
- 对象为已审核销售订单及其行分录；按交货日期升序（最早交期优先）处理；需要辅助属性值才能提交的单据跳过并说明。
## 数据与业务口径
- 按交货日期扫描并排序；先汇总待处理订单和风险，再按优先级逐单安排履约。
- 批量数量与写入次数受控；每次写操作完成后重新查询业务状态，汇总时区分成功、失败、跳过和待确认结果。
## 交付要求
- 在对话正文中汇总履约编排结果：扫描范围... | 未来三天履约编排汇总回复（2026-10-13至10-16窗口）：LLM内容judge与窗口匹配计数规则，原生ATIF采集。 | [
"supply-chain",
"fulfillment",
"order-window",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/tc-041-L2",
"version": "0.4.6",
"description": "未来三天履约编排汇总回复（2026-10-13至10-16窗口）：LLM内容judge与窗口匹配计数规则，原生ATIF采集。",
"keywords": [
"supply-chain",
"fulfillment",
"order-window",
"o... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "frozen-empty-window",
"case_id": "TC-041",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-041-L2 |
kingdee/tc-053-L2 | # 任务
在星空旗舰应用测试下，Cus-000014的信用余额是负数，还逾期很久，给我一个是否放货的建议。
## 交付要求
在最终回复中呈现该客户的可用信用余额、信用占用额、超额情况和逾期天数，说明放货建议及其风险依据，并给出相应的处理建议。涉及不同信用方案或币种时，分别说明各自结果。
信用信息使用以下 Markdown 表格的列名，列序可调整，一行一个组织、客户、信用方案及币种组合。超额情况可以用“超额状态”或“超额金额”表达，至少保留已取得的一种；不要求为填另一列而额外取数或推算。
| 组织 | 客户 | 信用方案 | 币种 | 金额单位 | 可用信用余额 | 信用占用额 | 超额状态 | 超额金额 | 逾期天数 |
... | 客户信用与放货建议：原两项LLM内容判据、两信用方案可用余额规则。 | [
"supply-chain",
"credit-risk",
"final-reply",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [],
"task": {
"name": "kingdee/tc-053-L2",
"version": "0.3.6",
"description": "客户信用与放货建议：原两项LLM内容判据、两信用方案可用余额规则。",
"keywords": [
"supply-chain",
"credit-risk",
"final-reply",
"outcome-evaluation"
]
},
"metadata": {
"diffic... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-053",
"evaluation_scope": "final-reply-with-explicit-optional-reports",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-ju... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/atif_evidence.py",
"tests/collect_evidence.py",
"tests/criteria.json",
"tests/evidence_errors.py",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/money_values.py",
"tests/numeri... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-053-L2 |
kingdee/tc-059-L4 | # 任务
生成2026年1月销售月报，分析客户和物料贡献、交付异常、回款风险，并给下月行动建议。
## 输入与范围
- 组织为星空旗舰应用测试，采用个人视图的业务数据。
- 统计期间为2026年1月；跨币别数据按系统报表口径展示，金额的币种和单位应可识别。
- 涉及本月签单指标时，以2026年1月1日至1月31日审核通过的销售订单为范围，按审核日期归入本月。
- 报告截至日为2026年1月31日，交付逾期判断使用该日，不使用实际执行日代替月报截至日。
- 个人视图需要可识别的业务员归属；订单数据未提供业务员时，使用组织范围并说明该限制，不能把创建人、审核人或登录人猜作业务员。
## 交付要求
月报应包含订单概况、客户和物料... | 2026年1月销售月报：三项LLM内容判据、专家确认四字段数值规则，支持完整回复或自选格式报告。 | [
"supply-chain",
"sales",
"monthly-report",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/tc-059-L4",
"version": "0.4.5",
"description": "2026年1月销售月报：三项LLM内容判据、专家确认四字段数值规则，支持完整回复或自选格式报告。",
"keywords": [
"supply-chain",
"sales",
"monthly-report",
"outcome-evaluation"... | {
"difficulty": "L4",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-059",
"evaluation_scope": "final-reply-and-visible-optional-report",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false,
"grading": "llm-content-judge... | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/html_evidence.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/render_html.cjs",
"tests/re... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-059-L4 |
kingdee/tc-068-L3 | # 任务
轮1：做一份收款跟进清单，包含逾期未收、未来7天到期、已发货未收和到期未发货。
## 输入与范围
- 组织：环宇深圳精密制造。
- 分析基准日：2026-10-11。账龄、逾期天数及“未来7天”均以该日为参照。
- 本期报告期间：2026-10-01至2026-10-11；应收账龄按上述基准日判断。
## 交付要求
按“逾期未收”“未来7天到期”“已发货未收”“到期未发货”四类分别展示收款跟进清单，说明各类筛选口径。每类明细采用以下列名，列序可调整，一行一个该类别中的跟进事项；无记录的类别明确说明空结果。
| 订单号 | 客户 | 金额 | 币别 | 金额单位 | 交付状态 | 风险 |
|---|---|--... | 同一对话两轮收款跟进与催收预览：首轮HTML、次轮Word，文本LLM内容judge及三个实际引用金额规则。 | [
"supply-chain",
"collection",
"dunning",
"multi-step",
"html",
"word",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"multi_step_reward_strategy": "final",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/tc-068-L3",
"version": "0.4.5",
"description": "同一对话两轮收款跟进与催收预览：首轮HTML、次轮Word，文本LLM内容judge及三个实际引用金额规则。",
"keywords": [
"supply-chain",
"collection"... | {
"difficulty": "L3",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-068",
"evaluation_scope": "per-turn-final-replies-and-visible-html-word",
"conversation_mode": "resume-native-session",
"execution_backend": "external-kingdee-erp-mcp",
"erp_bac... | [
"environment/Dockerfile",
"instruction.md",
"run.sh",
"steps/round-1/instruction.md",
"steps/round-1/tests/test.sh",
"steps/round-2/instruction.md",
"steps/round-2/tests/criteria.json",
"steps/round-2/tests/grader.py",
"steps/round-2/tests/instruction-round-2.md",
"steps/round-2/tests/instruction.... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-068-L3 |
kingdee/tc-076-L2 | # 任务
按星空旗舰应用测试分析销售订单的交付异常。
## 输入与范围
- 分析组织：星空旗舰应用测试。
- 分析基准日为2026年10月13日，逾期等指标以该日为参照。
- 分析对象为该组织销售订单的物料明细行，按明细行粒度统计。
## 数据与业务口径
- 交付异常按明细行识别，至少覆盖两类：逾期未发（计划交货日期早于基准日且仍有未发数量）与已发未签收（已发货但存在未签收数量）。
- 每条异常行关联订单编号、客户、物料、计划数量、已发数量、未发数量、逾期天数等业务字段。
- 说明本次分析实际覆盖的数据范围（如分页返回的记录范围）；查询无数据时如实说明，不生成虚构报告。
## 交付要求
- 在对话正文中输出交付异常分析... | 销售订单交付异常分析回复：LLM内容judge与组织级记录总数规则（首页口径不作标准），原生ATIF采集。 | [
"supply-chain",
"delivery-anomaly",
"analysis",
"outcome-evaluation"
] | 1.4 | {
"schema_version": "1.4",
"artifacts": [
"/workspace/output"
],
"task": {
"name": "kingdee/tc-076-L2",
"version": "0.4.5",
"description": "销售订单交付异常分析回复：LLM内容judge与组织级记录总数规则（首页口径不作标准），原生ATIF采集。",
"keywords": [
"supply-chain",
"delivery-anomaly",
"analysis",
"outcome-e... | {
"difficulty": "L2",
"difficulty_rule_version": "erp-task-difficulty-v3.1",
"difficulty_status": "classified",
"case_id": "TC-076",
"conversation_mode": "single-turn",
"execution_backend": "external-kingdee-erp-mcp",
"erp_backend_bundled": false
} | [
"environment/Dockerfile",
"instruction.md",
"task.toml",
"tests/criteria.json",
"tests/grader.py",
"tests/instruction.md",
"tests/llm_judge.py",
"tests/numeric_checks.json",
"tests/numeric_interface.json",
"tests/numeric_rules.py",
"tests/score_merge.py",
"tests/scoring.json",
"tests/strict_... | lg-bench-enterprise-v1.0/tasks/supply-chain-tc-076-L2 |
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