Specialist heads · synthetic train · FY2025 holdout
一次训一个专业头。合成语料上练，十一条实报上考。过关且签核后才能上咨询带。永远不进年报或 ESG 门禁，不填科目数字。
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共用咨询 · 种子 73
从 ESS 标题和文件名判断年报 / 业绩 / ESG / 澄清。提示目录接错种类。
不改 filings 目录，不凭标题当文件已发布。
持有已过关。方法论负责人签核后，此校验和才能上咨询带。
1870 条合成训练 · — · 340 参数
| 样本 | 真值 | 模型 | 对错 |
|---|---|---|---|
| 00005-annual_results-en2025 results announcement made to the HK S | annual_results | annual_results | 对 |
| 00005-annual_report-enAnnual Report and Accounts 2025 | annual_report | annual_report | 对 |
| 00005-annual_report-zh2025年年度報告與賬目 | annual_report | annual_report | 对 |
| 00011-annual_report-enAnnual Report 2025 | annual_report | annual_report | 对 |
| 00388-esg-enSustainability Report 2025 | esg | esg | 对 |
| 00388-esg-zh2025年可持續發展報告 | esg | esg | 对 |
| 00700-annual_results-enANNOUNCEMENT OF THE ANNUAL RESULTS FOR THE | annual_results | annual_results | 对 |
| 00700-annual_report-enANNUAL REPORT 2025 | annual_report | annual_report | 对 |
| 00700-esg-enENVIRONMENTAL, SOCIAL AND GOVERNANCE REPOR | esg | esg | 对 |
| 00941-annual_results-enCHINA MOBILE ANNOUNCES 2025 ANNUAL RESULTS | annual_results | annual_results | 对 |
| 00941-annual_results-zh海外監管公告 — 2025年年度報告摘要 | annual_results | annual_report | 错 |
| 00883-esg-zh海外監管公告 — 2025年度環境、社會及管治（ESG）報告 | esg | esg | 对 |
| 00883-esg-en2025 Environmental, Social and Governance | esg | esg | 对 |
| 01810-annual_results-zh截至2025年12月31日止年度之全年業績公告 | annual_results | annual_results | 对 |
| 01810-annual_report-bilingual2025 ANNUAL REPORT | annual_report | annual_report | 对 |
| 01810-esg-bilingualENVIRONMENTAL, SOCIAL AND GOVERNANCE REPOR | esg | esg | 对 |
| 00016-annual_results-enANNOUNCEMENT OF FINAL RESULTS FOR THE YEAR | annual_results | annual_results | 对 |
| 00016-annual_report-enAnnual Report 2024/25 | annual_report | annual_report | 对 |
| 00002-annual_results-enCLP Announces 2025 Annual Results | annual_results | annual_results | 对 |
| 00002-annual_report-enCLP Holdings 2025 Annual Report | annual_report | annual_report | 对 |
| 00001-annual_results-en2025 Annual Results Operations Analysis | annual_results | annual_results | 对 |
| 03690-annual_report-bilingual2025 Annual Report | annual_report | annual_report | 对 |
| 03690-esg-bilingualENVIRONMENTAL, SOCIAL AND GOVERNANCE REPOR | esg | esg | 对 |
签的是这一份校验和。重训后必须再签。签核不改门禁。