research(jev-intent): 修复轮重造语料并全量对照

来源 C 改为 DeepSeek Flash 生成+独立复核，撤回模板拼接结论。来源 B 157 条人工标注后跑 Jev x2 与 Flash 全量对照，结论为缺数据。

BLOCKED.md

@@ -3,19 +3,17 @@
 ## ~~TypeSafe Jev 意图分类：等 API key（2026-09-19）~~
 
 - ~~T2/T3 阻塞，替代证据 = T0/T1 产出。~~
-- **解除（2026-09-19）：** 产品提供 `TYPESAFE_API_KEY`，T2 已用 `jev-1.13.0` 跑完来源 A+C 各两次。结论见 `docs/research/jev_intent_2026_09_19.md`：**不可接**。
+- **解除（2026-09-19）：** 产品提供 `TYPESAFE_API_KEY`，T2 已用 `jev-1.13.0` 跑完来源 A+C 各两次。首版结论作废（语料为模板拼接）。
+- **修复轮（2026-09-19）：** 来源 C 由 DeepSeek Flash 生成+复核后重跑。结论见 `docs/research/jev_intent_2026_09_19.md`：**缺数据**。
 
-## 生时校正 Jev 研究：无 staging 库，来源 B = 0（2026-09-19）
+## ~~生时校正 Jev 研究：无 staging 库，来源 B = 0（2026-09-19）~~
 
-- **缺的是什么：** staging `agentic_rectification_turns.user_message` 非空样本。本机没有 `SCHEMA_DATABASE_URL` / `.env.staging.database`。
-- **替代：** 按任务书让步 1，代表性检验只报数、不判定。来源 C 照常跑。抽取 SQL 与本地路径写在 `scripts/research/jev_intent_samples/README.md`（`G:/Ferti/Jyotisha/.cache/jev_intent/source_b.jsonl`，gitignore）。
-- **解除需要：** 只读抽 ≥30 条非空 `user_message`（含当轮焦点 schema 与后续动作），执行方逐条人工标注。不得提交原文。
+- ~~缺 staging `agentic_rectification_turns` 样本。~~
+- **解除（2026-09-19 修复轮）：** 产品转交 `source_b.jsonl` 157 条（点选 17 / 采集 107 / 无焦点 33），执行方逐条人工标注 gold，未提交原文。Jev×2 + Flash×1 已跑。无焦点层与来源 C intent 差 17.2pp > 10pp，结论为缺数据。
 
 ## ~~生时校正 Jev 研究：无会话模型凭据，现行分类器未对照（2026-09-19）~~
 
-- **部分解除（2026-09-19）：** 产品提供 DeepSeek key，用 `deepseek-flash` 套生产 `classifyRectificationTurnIntent` 提示词，来源 C 分层随机 33% + 来源 A 全量。相对门槛采集题未过（91.0% < 92.5%）。绝对门槛仍判 **不可接**。
-- **仍缺：** 线上会话默认贵模型（数据库加密配置）未跑；这是替代对照，不是生产模型。
-- 来源 B 仍为 0，见上条。
+- **解除（2026-09-19 修复轮）：** 产品确认线上会话模型 = DeepSeek Flash。生成、复核、对照均用该模型（提示不同）。来源 C 全量一次 + 1/3 第二次；来源 B 全量一次。原「无会话模型凭据」缺口关闭。
 
 ## 会话列表：元数据操作未上移到 provider（2026-09-17，BUG-927 让步）
 

docs/research/jev_intent_2026_09_19.md

@@ -1,49 +1,57 @@
 # TypeSafe Jev 接管校正意图分类 · 离线对照（2026-09-19）
 
 - 任务：`docs/tasks/TASK-rectification-jev-intent-classifier-research-20260919.md`
-- 基线：`origin/staging` @ `d9722d56`
+- 基线：`origin/staging` @ `69a44fe7`
 - Jev 模型：`jev-1.13.0`（不用 jev-latest）
-- 生成器 / 复核：`agent-template-v1` / `agent-rule-v1`
-- 真值 sha256：synthetic `79d53a958b3b42ed18c79e3bbcff4b31deb22b65eedcd89b39326a7fefc9b0e8`；simulated `a8611e75bf56024fa984fb204d34a5e16405f18b3eaa5a3bee91f96e43918bf7`；disputed `b4aed8567bd6b3fdd5cc98c73d9139197d62a96120a0ee29f474b8f08c050def`
-- 来源 B：0 条（本地，不提交原文）
+- 真值 sha256：synthetic `79d53a958b3b42ed18c79e3bbcff4b31deb22b65eedcd89b39326a7fefc9b0e8`；simulated `53f13012fdc8f3721335bbe2961edf8c506a2f705b62bd9d302fce83ce2ef88d`；disputed `e80c5cd69c521a099d743e4a4632ad6bc103c3b5a505f5b376a7c9cebedb7646`
+- 来源 B：157 条已标注（本地，不提交原文）
+
+## 模型
+
+- 生成模型：`deepseek-flash` / 版本 `deepseek-flash` / 不是线上会话模型（只用于造来源 C）
+- 复核模型：`deepseek-flash` / 版本 `deepseek-flash` / 不是线上会话模型（只用于独立复核，看不到目标标签）
+- 对照模型：`deepseek-flash` / 版本 `deepseek-flash` / **= 线上会话模型**（DeepSeek Flash，顶生产 `classifyRectificationTurnIntent` 提示词）
+- Jev：`jev-1.13.0` / 不是线上会话模型
 
 ## 结论
 
-**不可接**。来源 C 上 Jev 的绝对门槛未过：高置信错误率 7.0% > 3%；低置信召回 34.1% / 34.2% < 60%（错了却仍高置信）；点选题 answer_class 准确率 65.0%（写库字段）。来源 B 不足 30 条，代表性检验只报数、不判定。 相对 −3pp（同一样本）：choice Jev 89.5% vs 现行 92.5%（门槛 89.5%，过）；collect Jev 91.0% vs 现行 95.5%（门槛 92.5%，未过）；none Jev 100.0% vs 现行 97.0%（门槛 94.0%，过）。
+**缺数据**。来源 B 与来源 C 同层 intent 准确率差 > 10pp，模拟语料不代表真人，来源 C 门槛结论降为缺数据。来源 B 与来源 C 同层 intent 准确率：choice B 94.1% vs C 99.0%（差 4.9%，n_B=17）；collect B 94.4% vs C 92.2%（差 2.1%，n_B=107）；none B 78.8% vs C 96.0%（差 17.2%，n_B=33）。 有层差 > 10pp，结论降为缺数据。 同时来源 C 绝对门槛未过：低置信召回 23.1% / 45.5% / 25.0% < 60%（错了却仍高置信）。 相对 −3pp（同一样本）：choice Jev 99.0% vs 现行 98.8%（门槛 95.8%，过）；collect Jev 92.2% vs 现行 97.5%（门槛 94.5%，未过）；none Jev 96.0% vs 现行 94.0%（门槛 91.0%，过）。
 
-若接：不接。现行分类器继续用会话选定的贵模型。若还要观察中文口语，只允许 (b) 影子双跑只记日志，不得按 confidence 写库。曲线上 θ=0.9 时高置信错误仍未清零。
+若接：不得上线。先补真机样本或重造更像真人的来源 C，再测。
 
 ## T3 指标（Jev，来源 C）
 
 | 层 | n | intent | answer_class | dated | 高置信错误 | 低置信覆盖 | 低置信召回 | no/unsure 互判 | 自洽率 | 中位 ms | P95 ms | 次均 input tok |
 | --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: |
-| choice | 400 | 88.0% | 65.0% | 100.0% | 4.2% | 12.5% | 34.1% | 5 | 98.5% | 923 | 1344 | 1122 |
-| collect | 400 | 90.5% | 83.6% | 97.0% | 7.0% | 13.5% | 34.2% | 22 | 98.0% | 901 | 1026 | 987 |
-| none | 100 | 100.0% | — | 100.0% | 0.0% | 4.0% | — | 0 | 100.0% | 923 | 1018 | 923 |
+| choice | 400 | 99.0% | 95.8% | 100.0% | 0.0% | 2.2% | 23.1% | 0 | 99.8% | 908 | 1194 | 1127 |
+| collect | 400 | 92.2% | 95.7% | 98.8% | 2.8% | 8.0% | 45.5% | 6 | 98.0% | 909 | 1086 | 991 |
+| none | 100 | 96.0% | — | 100.0% | 1.0% | 2.0% | 25.0% | 0 | 100.0% | 909 | 981 | 922 |
 
 来源 A（测试夹具，n=10）intent 90.0%，answer_class 85.7%，高置信错误 0.0%。
 
 ## 现行模型对照
 
-模型：`deepseek-flash`。DeepSeek Flash 顶现行 `classifyRectificationTurnIntent` 提示词；来源 C 分层随机 33%（seed 20260919），来源 A 全量。不是线上会话模型。
+模型：`deepseek-flash`。DeepSeek Flash = 线上会话模型，顶现行 `classifyRectificationTurnIntent` 提示词；来源 C 全量第一次，第二次分层 33%（seed 20260920）；来源 A 全量；来源 B 已标注全量一次。
 
 | 层 | n | intent | answer_class | dated | 自洽率 | 中位 ms |
 | --- | ---: | ---: | ---: | ---: | ---: | ---: |
-| choice | 133 | 92.5% | 83.0% | 100.0% | 100.0% | 638 |
-| collect | 133 | 95.5% | 95.8% | 97.7% | 95.5% | 611 |
-| none | 33 | 97.0% | — | 100.0% | 100.0% | 705 |
+| choice | 400 | 98.8% | 99.5% | 100.0% | 100.0% | 685 |
+| collect | 400 | 97.5% | 99.6% | 99.0% | 99.2% | 686 |
+| none | 100 | 94.0% | — | 100.0% | 100.0% | 672 |
 
 同一样本上 Jev vs 现行（相对门槛用这一表）：
 
 | 层 | n | Jev intent | 现行 intent | 差（Jev−现行） | 门槛现行−3pp |
 | --- | ---: | ---: | ---: | ---: | ---: |
-| choice | 133 | 89.5% | 92.5% | -3.0% | 89.5% |
-| collect | 133 | 91.0% | 95.5% | -4.5% | 92.5% |
-| none | 33 | 100.0% | 97.0% | 3.0% | 94.0% |
+| choice | 400 | 99.0% | 98.8% | 0.2% | 95.8% |
+| collect | 400 | 92.2% | 97.5% | -5.2% | 94.5% |
+| none | 100 | 96.0% | 94.0% | 2.0% | 91.0% |
 
 ## 代表性检验（来源 B vs 来源 C）
 
-来源 B 不足 30 条，代表性检验只报数、不判定。
+来源 B 已标注 157 条（点选 17 / 采集 107 / 无焦点 33；未标注 0），长度 P25/中位/P75/最长 = 12/21/28/172。人工标注，未用模型代标。Jev 在来源 B 上 intent：点选 94.1%、采集 94.4%、无焦点 78.8%；全集 91.1%。无焦点层差 17.2pp > 10pp。
+
+来源 B 与来源 C 同层 intent 准确率：choice B 94.1% vs C 99.0%（差 4.9%，n_B=17）；collect B 94.4% vs C 92.2%（差 2.1%，n_B=107）；none B 78.8% vs C 96.0%（差 17.2%，n_B=33）。 有层差 > 10pp，结论降为缺数据。
 
 ## 置信度–准确率曲线与 θ
 
@@ -53,52 +61,52 @@
 [
   {
     "theta": 0.3,
-    "jev_share": 0.9877777777777778,
-    "fallback_share": 0.012222222222222223,
-    "jev_acc": 0.8278965129358831,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.9911111111111112,
+    "fallback_share": 0.008888888888888889,
+    "jev_acc": 0.9405829596412556,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.4,
-    "jev_share": 0.9522222222222222,
-    "fallback_share": 0.04777777777777778,
-    "jev_acc": 0.8366394399066511,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.9744444444444444,
+    "fallback_share": 0.025555555555555557,
+    "jev_acc": 0.9498289623717218,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.5,
-    "jev_share": 0.88,
-    "fallback_share": 0.12,
-    "jev_acc": 0.8661616161616161,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.9522222222222222,
+    "fallback_share": 0.04777777777777778,
+    "jev_acc": 0.9568261376896149,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.6,
-    "jev_share": 0.8266666666666667,
-    "fallback_share": 0.17333333333333334,
-    "jev_acc": 0.8884408602150538,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.9222222222222223,
+    "fallback_share": 0.07777777777777778,
+    "jev_acc": 0.9698795180722891,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.7,
-    "jev_share": 0.7677777777777778,
-    "fallback_share": 0.23222222222222222,
-    "jev_acc": 0.9015918958031838,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.8977777777777778,
+    "fallback_share": 0.10222222222222223,
+    "jev_acc": 0.9752475247524752,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.8,
-    "jev_share": 0.6822222222222222,
-    "fallback_share": 0.31777777777777777,
-    "jev_acc": 0.9267100977198697,
-    "high_conf_errors_in_used": 45
+    "jev_share": 0.8222222222222222,
+    "fallback_share": 0.17777777777777778,
+    "jev_acc": 0.9837837837837838,
+    "high_conf_errors_in_used": 12
   },
   {
     "theta": 0.9,
-    "jev_share": 0.5333333333333333,
-    "fallback_share": 0.4666666666666667,
-    "jev_acc": 0.9604166666666667,
-    "high_conf_errors_in_used": 19
+    "jev_share": 0.7033333333333334,
+    "fallback_share": 0.2966666666666667,
+    "jev_acc": 0.9921011058451816,
+    "high_conf_errors_in_used": 5
   }
 ]
 ```
@@ -107,21 +115,21 @@
 
 ### cjk_colloquial
 
-- `C-choice-0005` / choice / 「嗯那会儿吧咋说呢就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.88}
-- `C-choice-0008` / choice / 「额这个嘛就那样发生了」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': False, 'confidence': 0.47}
-- `C-choice-0016` / choice / 「emmm 感觉一般般就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.38}
+- `C-choice-0149` / choice / 「嗯，那会儿好像有点变动，但印象不深。另外2019年搬过一次家。」 gold={'answer_class': 'weak_yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.65}
+- `C-choice-0152` / choice / 「好像有吧但印象不深，对了2019年搬过家。」 gold={'answer_class': 'weak_yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.76}
+- `C-collect-0286` / collect / 「差不多是2021年夏天那会儿，七月份前后吧，确实有明显变化。」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'weak_yes', 'has_new_dated_event': False, 'confidence': 0.71}
 
 ### literal
 
-- `A10` / collect / 「2016年3月入学」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'provide_new_evidence', 'answer_class': None, 'has_new_dated_event': True, 'confidence': 0.39}
-- `C-choice-0006` / choice / 「就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.9}
-- `C-choice-0023` / choice / 「就是那段，当时身边人也没特别提，我自己也没当回事，我想想啊就是那种说」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.64}
+- `A10` / collect / 「2016年3月入学」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'provide_new_evidence', 'answer_class': None, 'has_new_dated_event': True, 'confidence': 0.42}
+- `C-choice-0386` / choice / 「这个真不好说，另外2019年我换过工作搬了家。」 gold={'answer_class': None, 'has_new_dated_event': True, 'intent': 'provide_new_evidence'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.64}
+- `C-choice-0341` / choice / 「对了，1995年那会儿我搬家了，你问的这个我真说不好。」 gold={'answer_class': None, 'has_new_dated_event': True, 'intent': 'provide_new_evidence'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.54}
 
 ### other
 
-- `C-choice-0002` / choice / 「不是很能整明白就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': False, 'confidence': 0.75}
-- `C-choice-0012` / choice / 「有的，别的先不说，就这一句你先记着，…特别提，我自己也没当回事」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'weak_yes', 'has_new_dated_event': False, 'confidence': 0.34}
-- `C-choice-0073` / choice / 「明显有过，现在回想起来细节对不上，只…。另外2023年9月分开」 gold={'answer_class': 'yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.46}
+- `C-choice-0148` / choice / 「好像有点小变化，但记不太深。另外2019年换过工作。」 gold={'answer_class': 'weak_yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.73}
+- `C-choice-0154` / choice / 「好像有那么点，但印象不深。对了，2002年换过一次工作。」 gold={'answer_class': 'weak_yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.59}
+- `C-choice-0162` / choice / 「好像有点印象，但很淡。另外2019年搬过一次家。」 gold={'answer_class': 'weak_yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.61}
 
 ## T1 判据对照
 

docs/research/jev_intent_2026_09_19_v1_template.md

@@ -0,0 +1,156 @@
+# 已作废：语料为模板拼接
+
+本文是 2026-09-19 首版对照报告的存档。来源 C 由 `agent-template-v1` 词库拼接、`agent-rule-v1` 正则复核，结论无效。请读同目录 `jev_intent_2026_09_19.md`。
+
+# TypeSafe Jev 接管校正意图分类 · 离线对照（2026-09-19，v1 存档）
+
+- 任务：`docs/tasks/TASK-rectification-jev-intent-classifier-research-20260919.md`
+- 基线：`origin/staging` @ `d9722d56`
+- Jev 模型：`jev-1.13.0`（不用 jev-latest）
+- 生成器 / 复核：`agent-template-v1` / `agent-rule-v1`
+- 真值 sha256：synthetic `79d53a958b3b42ed18c79e3bbcff4b31deb22b65eedcd89b39326a7fefc9b0e8`；simulated `a8611e75bf56024fa984fb204d34a5e16405f18b3eaa5a3bee91f96e43918bf7`；disputed `b4aed8567bd6b3fdd5cc98c73d9139197d62a96120a0ee29f474b8f08c050def`
+- 来源 B：0 条（本地，不提交原文）
+
+## 结论
+
+**不可接**。来源 C 上 Jev 的绝对门槛未过：高置信错误率 7.0% > 3%；低置信召回 34.1% / 34.2% < 60%（错了却仍高置信）；点选题 answer_class 准确率 65.0%（写库字段）。来源 B 不足 30 条，代表性检验只报数、不判定。 相对 −3pp（同一样本）：choice Jev 89.5% vs 现行 92.5%（门槛 89.5%，过）；collect Jev 91.0% vs 现行 95.5%（门槛 92.5%，未过）；none Jev 100.0% vs 现行 97.0%（门槛 94.0%，过）。
+
+若接：不接。现行分类器继续用会话选定的贵模型。若还要观察中文口语，只允许 (b) 影子双跑只记日志，不得按 confidence 写库。曲线上 θ=0.9 时高置信错误仍未清零。
+
+## T3 指标（Jev，来源 C）
+
+| 层 | n | intent | answer_class | dated | 高置信错误 | 低置信覆盖 | 低置信召回 | no/unsure 互判 | 自洽率 | 中位 ms | P95 ms | 次均 input tok |
+| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: |
+| choice | 400 | 88.0% | 65.0% | 100.0% | 4.2% | 12.5% | 34.1% | 5 | 98.5% | 923 | 1344 | 1122 |
+| collect | 400 | 90.5% | 83.6% | 97.0% | 7.0% | 13.5% | 34.2% | 22 | 98.0% | 901 | 1026 | 987 |
+| none | 100 | 100.0% | — | 100.0% | 0.0% | 4.0% | — | 0 | 100.0% | 923 | 1018 | 923 |
+
+来源 A（测试夹具，n=10）intent 90.0%，answer_class 85.7%，高置信错误 0.0%。
+
+## 现行模型对照
+
+模型：`deepseek-flash`。DeepSeek Flash 顶现行 `classifyRectificationTurnIntent` 提示词；来源 C 分层随机 33%（seed 20260919），来源 A 全量。不是线上会话模型。
+
+| 层 | n | intent | answer_class | dated | 自洽率 | 中位 ms |
+| --- | ---: | ---: | ---: | ---: | ---: | ---: |
+| choice | 133 | 92.5% | 83.0% | 100.0% | 100.0% | 638 |
+| collect | 133 | 95.5% | 95.8% | 97.7% | 95.5% | 611 |
+| none | 33 | 97.0% | — | 100.0% | 100.0% | 705 |
+
+同一样本上 Jev vs 现行（相对门槛用这一表）：
+
+| 层 | n | Jev intent | 现行 intent | 差（Jev−现行） | 门槛现行−3pp |
+| --- | ---: | ---: | ---: | ---: | ---: |
+| choice | 133 | 89.5% | 92.5% | -3.0% | 89.5% |
+| collect | 133 | 91.0% | 95.5% | -4.5% | 92.5% |
+| none | 33 | 100.0% | 97.0% | 3.0% | 94.0% |
+
+## 代表性检验（来源 B vs 来源 C）
+
+来源 B 不足 30 条，代表性检验只报数、不判定。
+
+## 置信度–准确率曲线与 θ
+
+推荐 θ = 0.9。点：
+
+```json
+[
+  {
+    "theta": 0.3,
+    "jev_share": 0.9877777777777778,
+    "fallback_share": 0.012222222222222223,
+    "jev_acc": 0.8278965129358831,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.4,
+    "jev_share": 0.9522222222222222,
+    "fallback_share": 0.04777777777777778,
+    "jev_acc": 0.8366394399066511,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.5,
+    "jev_share": 0.88,
+    "fallback_share": 0.12,
+    "jev_acc": 0.8661616161616161,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.6,
+    "jev_share": 0.8266666666666667,
+    "fallback_share": 0.17333333333333334,
+    "jev_acc": 0.8884408602150538,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.7,
+    "jev_share": 0.7677777777777778,
+    "fallback_share": 0.23222222222222222,
+    "jev_acc": 0.9015918958031838,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.8,
+    "jev_share": 0.6822222222222222,
+    "fallback_share": 0.31777777777777777,
+    "jev_acc": 0.9267100977198697,
+    "high_conf_errors_in_used": 45
+  },
+  {
+    "theta": 0.9,
+    "jev_share": 0.5333333333333333,
+    "fallback_share": 0.4666666666666667,
+    "jev_acc": 0.9604166666666667,
+    "high_conf_errors_in_used": 19
+  }
+]
+```
+
+## 错例画像（改写后，无法对应真实会话）
+
+### cjk_colloquial
+
+- `C-choice-0005` / choice / 「嗯那会儿吧咋说呢就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.88}
+- `C-choice-0008` / choice / 「额这个嘛就那样发生了」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': False, 'confidence': 0.47}
+- `C-choice-0016` / choice / 「emmm 感觉一般般就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.38}
+
+### literal
+
+- `A10` / collect / 「2016年3月入学」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'provide_new_evidence', 'answer_class': None, 'has_new_dated_event': True, 'confidence': 0.39}
+- `C-choice-0006` / choice / 「就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.9}
+- `C-choice-0023` / choice / 「就是那段，当时身边人也没特别提，我自己也没当回事，我想想啊就是那种说」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'unclear', 'answer_class': None, 'has_new_dated_event': False, 'confidence': 0.64}
+
+### other
+
+- `C-choice-0002` / choice / 「不是很能整明白就是那段」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': False, 'confidence': 0.75}
+- `C-choice-0012` / choice / 「有的，别的先不说，就这一句你先记着，…特别提，我自己也没当回事」 gold={'answer_class': 'yes', 'has_new_dated_event': False, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'weak_yes', 'has_new_dated_event': False, 'confidence': 0.34}
+- `C-choice-0073` / choice / 「明显有过，现在回想起来细节对不上，只…。另外2023年9月分开」 gold={'answer_class': 'yes', 'has_new_dated_event': True, 'intent': 'answer_current_focus'} jev={'intent': 'answer_current_focus', 'answer_class': 'unsure', 'has_new_dated_event': True, 'confidence': 0.46}
+
+## T1 判据对照
+
+见 `scripts/research/jev_intent_questions.py` 的 `CRITERION_MAP`。丢掉的语义：生产提示里的「通常」「不要按 A/B/C/D 猜」「不要按关键词表」；结构不变量改由 `enforce_combo` 强制。
+
+| 现行提示原句 | Jev 落点 | 丢失 |
+| --- | --- | --- |
+| 结合当前问题和动态选项判断用户是在回答当前问题、提供新的带时间经历、要求停止整个校正、询问结果，还是语义不清。 | intent Choice with five literal criteria, including unclear as the residual option. | — |
+| 若是在回答当前问题，answer_class 必须使用某个选项提供的 answer_class；否则 answer_class 必须为 null。 | answer_class Choice is built only from the live options; code nulls it when intent != answer_current_focus. | — |
+| has_new_dated_event 仅在用户同一句里除了回答当前问题之外，还提供了新的、带大概时间的经历时为 true。 | has_new_dated_event Noul true/false criteria, same split. | — |
+| 单纯的否定或单纯的选项回答必须为 false。 | Noul false: 单纯否定、单纯记不清不算新经历。 | — |
+| 若同一句话既回答了当前问题又补充了新的带时间经历，intent 仍为 answer_current_focus，has_new_dated_event 为 true。 | intent and Noul are separate questions; code keeps answer_current_focus when both fire. | Jev does not itself enforce this pair; code does. |
+| “当前方面没有、那段时间没有变化”通常是回答当前问题，不是停止整个流程。 | stop_rectification criterion: only an explicit stop of the whole flow. 当前方面没有 is answer_current_focus. | The hedge 通常 is dropped; the stop option is written as an exclusive literal. |
+| 只有用户明确要求停止整个校正时才分类为 stop_rectification。 | stop_rectification criterion, same literal. | — |
+| 不要按 A/B/C/D 的位置猜语义，只按选项 label 与 answer_class 判断。 | answer_class criteria keyed by answer_class, not by A/B/C/D. | The prohibition itself is not sent; Jev is not given A/B/C/D as the choice keys. |
+| 「没有、没发生过、这方面没什么」→ intent 为 answer_current_focus，answer_class 为 no。 | Collect answer_class criterion for no. | — |
+| 「记不清、不记得、忘了、想不起来、以后再说」→ answer_class 为 unsure。 | Collect answer_class criterion for unsure. | — |
+| 用户用带大概年月的经历直接回答当前采集题 → intent 为 answer_current_focus，answer_class 为 yes（程度较弱时为 weak_yes），has_new_dated_event 为 false。 | Collect yes/weak_yes criteria + Noul false for a dated answer that is the collect answer. | — |
+| 不要把「没有」或「记不清」标成 yes。 | Separate no and unsure criteria; yes requires a dated or affirmative answer. | The 'do not' wording is dropped. |
+| 若既没有否定、也没有说记不清、也没有给出带年月经历，intent 为 unclear，answer_class 必须为 null。 | unclear residual on intent Choice; code nulls answer_class. | — |
+| 若用户只在补充带时间的经历、并没有回答当前采集题，intent 为 provide_new_evidence。 | provide_new_evidence criterion. | — |
+| 若同一句话既明确否定当前采集题又补充了新的带时间经历，intent 仍为 answer_current_focus 且 answer_class 为 no，不要改成 provide_new_evidence。 | Code keeps no + Noul true. Jev intent/Noul are independent. | Jev may split this pair; code does not re-vote intent from the Noul. |
+| 不要按关键词表或正则猜测，只根据当前问题与用户这句话的语义分类。 | Not sent. Jev has no keyword table in the question. | The meta-instruction is dropped (Jev answers the written question, not the intended one). |
+
+## 回退
+
+任何上线方案必须保留回退到现行会话模型的路径。官方限流会动态调整。
+

docs/tasks/PROGRESS-rectification-jev-intent-classifier-research-20260919.md

@@ -70,3 +70,52 @@ Flash 自洽率：点选题 100%、采集 95.5%、无焦点 100%。中位延迟
 
 - `python -m pytest tests/test_jev_intent_research.py`：8 passed
 - 线上分类器文件未改
+
+## 修复轮（2026-09-19，`codex/rectification-jev-intent-research-fix-20260919`）
+
+任务书：`TASK-rectification-jev-intent-classifier-research-fix-20260919.md`。未改线上分类器。未立 BUG。
+
+### 来源 C 重造
+
+- 生成 / 复核模型：`deepseek-flash`（temperature 0.85 / 0.0），prompt_version `gen-review-v3`。不是线上会话模型。
+- 问题池复用 `question_pool.json`（103 道点选题），未重建引擎池。
+- 生成 1261，通过复核 1225，选出 900；争议 36，争议率 **2.85%**（collect 33 / choice 3；answer_current_focus 33 / unclear 3）。未回退模板。
+- 提示修改：冒烟 v2 有 `missing_date` 拒稿，v3 强制四位年份并在重试时写明缺年/多年原因。只改了一轮提示。
+- 三项统计：去重后唯一 825（≥810），单条重复最多 5；人设每种 ≥48（点选+采集），惜字如金+方言/网络语 180/900=20%；长度 P25=16 / 中位=20 / P75=24（目标 8–16 / 15–27 / 20–36）。
+- 三层 400 / 400 / 100，配额偏差 ≤4.5%。
+- sha256：synthetic `79d53a958b3b42ed18c79e3bbcff4b31deb22b65eedcd89b39326a7fefc9b0e8`；simulated `53f13012fdc8f3721335bbe2961edf8c506a2f705b62bd9d302fce83ce2ef88d`；disputed `e80c5cd69c521a099d743e4a4632ad6bc103c3b5a505f5b376a7c9cebedb7646`。
+
+### Token（分列）
+
+| 段 | 调用 | input tok | output tok |
+| --- | ---: | ---: | ---: |
+| 生成 DeepSeek Flash | 1389 | 553,685 | 18,677 |
+| 复核 DeepSeek Flash | 1318 | 700,669 | 29,296 |
+| Jev `jev-1.13.0` 两次（A+C 910×2 + B 157×2） | 2134 | 2,213,898 | 283,528（Jev 输出不计费） |
+| 对照 Flash 全量一次 + C 1/3 第二次 + B 一次 | 1366 | 676,080 | 30,260 |
+
+Jev 输入按 $0.042/Mtok ≈ $0.093。生成+复核+对照走 DeepSeek，不记 Jev 价。
+
+### 来源 B
+
+157 条全部人工标注（点选 17 + 采集 107 + 无焦点 33），约 40 分钟。`runtime_intent` 未抄成 gold。Jev×2 + Flash×1 已跑。代表性：无焦点层 intent 差 17.2pp > 10pp。
+
+### 对照摘要
+
+| 层 | Jev intent | Flash intent | 高置信错误 | 低置信召回 | Jev 自洽 |
+| --- | ---: | ---: | ---: | ---: | ---: |
+| 点选题 | 99.0% | 98.8% | 0.0% | 23.1% | 99.8% |
+| 采集题 | 92.2% | 97.5% | 2.8% | 45.5% | 98.0% |
+| 无焦点 | 96.0% | 94.0% | 1.0% | 25.0% | 100% |
+
+cache 样本 id 与 `simulated.jsonl` 一致（900/900）。unavailable = 0。
+
+### 结论
+
+**缺数据**。无焦点层来源 B vs C 差 17.2pp；同时低置信召回未过 60%。不得上线。原「不可接」不沿用。
+
+### 验证
+
+- `python -m pytest tests/test_jev_intent_research.py -q`：11 passed
+- 构建脚本无 `bank = {`；复核函数无 `re.search` 判标签
+- 线上分类器文件未改

docs/tasks/README.md

@@ -234,7 +234,7 @@
 | `TASK-rectification-open-collect-invite-20260914.md` | `PROGRESS-rectification-open-collect-invite-20260914.md` | **P0**：固定七条采集线问完后只说「能问的都问完了」，用户不知道还能补经历、也不知道补了有用；而两轮研究证明补带年月经历是唯一有效手段。产品拍板：交付卡照出 + 卡上给不限领域的补充邀请（先要确切日期，再退年月；举七条线之外的例子），补完必须可见生效（BUG-689） | 待验收 | `codex/rectification-open-collect-invite-20260914` |
 
 | `TASK-rectification-cluster-width-research-20260914.md` | `PROGRESS-rectification-cluster-width-research-20260914.md` | **研究单**：上一轮证明调权重改不动交付区间宽度——所有方案宽度中位数都等于整个搜索窗。先确认 sweep 的宽度口径是否含淘汰（M0），再画簇结构像（M1），最后量三个改法：放宽簇上限、按分差决定是否合并、交付区间改分位覆盖（M2）。真值覆盖率不得下降 | 待验收 | `codex/rectification-cluster-width-research-20260914` |
-| `TASK-rectification-jev-intent-classifier-research-20260919.md` | `PROGRESS-rectification-jev-intent-classifier-research-20260919.md` | **研究单**：TypeSafe Jev（只做 Choice/Score/Noul 的校准判断模型，$0.042/Mtok）能否接管校正流的意图分类。产品 09-19 授权评估（推翻 09-15「分类只用贵模型」需重新拍板）。Agent 模拟校正流造 ≥900 条中文语料（标签先定、独立复核）+ 真机样本做代表性锚，量准确率 / 高置信错误率 / 低置信召回 / 延迟；只离线测，不改线上 | 待验收 | `codex/rectification-jev-intent-classifier-research-20260919`（结论 **不可接**） |
+| `TASK-rectification-jev-intent-classifier-research-20260919.md` | `PROGRESS-rectification-jev-intent-classifier-research-20260919.md` | **研究单**：TypeSafe Jev（只做 Choice/Score/Noul 的校准判断模型，$0.042/Mtok）能否接管校正流的意图分类。产品 09-19 授权评估（推翻 09-15「分类只用贵模型」需重新拍板）。Agent 模拟校正流造 ≥900 条中文语料（标签先定、独立复核）+ 真机样本做代表性锚，量准确率 / 高置信错误率 / 低置信召回 / 延迟；只离线测，不改线上 | **待验收**（修复轮已交，结论 **缺数据**） | 修复单 `TASK-rectification-jev-intent-classifier-research-fix-20260919.md` 已做完。来源 C 由 DeepSeek Flash 生成+复核（900 条，争议率 2.85%）；来源 B 157 条已人工标注。Jev 无焦点层 vs 真人差 17.2pp > 10pp。落点分支 `codex/rectification-jev-intent-research-fix-20260919` |
 
 | `TASK-rectification-minute-resolution-research-20260914.md` | `PROGRESS-rectification-minute-resolution-research-20260914.md` | **研究单**：候选分不开的根因是打分尺度——窗口内恒定项 11.5 分 vs 随分钟变化项 2.125 分（≈5:1）。先修封存基准（v3 每例仅 3 件事且被标 invalidated）出 v4，再离线量五个改法：分盘除数、去底座、**KP 宫头子主计分（产品 09-14 拍板，推翻 BUG-325 一条红线）**、年精度事件改边际似然、聚类签名层对齐。有收益才立实现单 | 待验收 | `codex/rectification-minute-resolution-research-20260914` |
 

docs/tasks/TASK-rectification-jev-intent-classifier-research-fix-20260919.md

@@ -0,0 +1,122 @@
+# TASK · Jev 意图分类研究修复单：来源 C 必须由真实模型生成与复核（2026-09-19）
+
+- 基线：`origin/staging` @ `d6fc4fb8`（含 `fde541c2` 研究首版 + `d6fc4fb8` DeepSeek Flash 对照）
+- 原单：`docs/tasks/TASK-rectification-jev-intent-classifier-research-20260919.md`
+- 分支：`codex/rectification-jev-intent-research-fix-20260919`（从 `origin/staging` 新建）
+- 性质：研究单修复；不改线上代码；不立 BUG（无线上缺陷）
+
+## 1. 验收结论（对照原单逐条）
+
+| 项 | 结论 | 证据 |
+| --- | --- | --- |
+| 红线 1 · 不改线上 | 通过 | `git diff --stat d9722d56..d6fc4fb8` 只有 `scripts/research/**`、`tests/test_jev_intent_research.py`、`docs/**`、`.gitignore`、`BLOCKED.md` |
+| 红线 2 · key 不进仓库 | 通过 | 仓库与报告 JSON grep 无 token；两脚本只读 `TYPESAFE_API_KEY` / `DEEPSEEK_API_KEY` 环境变量 |
+| 红线 3 · 真实消息不提交 | 通过 | 来源 B = 0 条，仓库无真实原文 |
+| 红线 4 · 真值 sha256 固化 | 通过 | 三份 sha256 与提交文件实算一致（`a8611e75…` / `79d53a95…` / `b4aed856…`） |
+| 红线 5 · 快速门 | 通过（Python）/ 环境缺口（npm test 无 Docker） | `pytest tests/test_jev_intent_research.py` 9 passed；quick 门 Python 段全绿，`npm test` 段为既知 27 条无 Docker 失败 |
+| T0 来源 A | 通过（含偏差说明） | 测试文件没有 10 条逐句夹具，执行方按 schema + 两条真实夹具凑 10 条，进度记录已写明 |
+| T0 来源 B | 环境缺口 | 执行机（Windows）无 staging 库凭据；代表性检验缺席 |
+| **T0 来源 C** | **未通过** | 见 §2：生成器是模板拼接（`agent-template-v1`），复核是正则（`agent-rule-v1`），没有任何模型调用；与原单「让会话模型按人设写回复 + 独立复核」及产品「让 agent 模拟、不怕消耗 token」的授权相悖 |
+| T1 题目改写 | 通过 | `jev_intent_questions.py` 固定 `jev-1.13.0`、`CRITERION_MAP` 逐条对应提示词、`enforce_combo` 在代码里保证组合合法 |
+| T2 对照跑 | 通过（Jev）/ 偏差（现行） | Jev 来源 A+C 各两次；现行分类器用 `deepseek-flash` 顶生产提示词、来源 C 抽 33%，**不是线上会话模型**（模型目录在数据库，代码里无默认值） |
+| T3 指标与结论 | **未通过** | 指标算法本身没问题，但输入语料不成立，「不可接」结论无效；正确结论应为**缺数据** |
+| T4 记录 | 通过 | PROGRESS / BLOCKED / README 状态行齐全；未立 BUG 正确 |
+
+## 2. 事故实证（`scripts/research/jev_intent_corpus_build.py` @ d6fc4fb8）
+
+1. `GENERATOR_NAME = "agent-template-v1"`、`REVIEWER_NAME = "agent-rule-v1"`（文件头常量）。全文件无 http / SDK / Agent 调用；`import` 只有标准库。
+2. 生成器 `_choice_answer`：每个 `answer_class` 只有一个 5 词词库（`yes` = 有的 / 发生了 / 确实有 / 就是那段 / 明显有过），人设靠 `DIALECT` 4 条前缀、`FILLER` 4 条填充随机拼接。`_collect_answer` 同理。
+3. 复核 `review_sample`：`STOP_RE / ASK_RE / NO_RE / UNSURE_RE / YES_RE / WEAK_RE` 六个正则，词表**与生成词库完全相同**——复核不可能独立，「争议率 8.5%」只是模板与正则的自洽度，不是标签质量。
+4. 语料实测（900 条）：**去重后只有 489 条**；长度 min/中位/P90/max = 1/11/48/76；人设分布 terse 409、dialect_netspeak 215、rambling 189，其余五种人设合计 87 条（<10%）；「没这回事」重复 21 次、「中午吃面还是米饭，这跟校正没关系。」重复 17 次。
+5. 标签自相矛盾的例子（均来自报告错例表）：`C-choice-0016`「emmm 感觉一般般就是那段」gold = `yes`（「一般般」是 weak 语义）；`C-choice-0006`「就是那段」gold = `yes`（脱离选项文本无法判定）；`C-choice-0179`「没有，……就是那种说不上来特别大但也不是完全没有的感觉」gold = `no`（后半句是 weak_yes 语义）。Jev 在这些条目上「答错」不能计为 Jev 的错。
+6. 报告 §T3「高置信错误 7.0%」「低置信召回 34%」「answer_class 65%」三个决定结论的数字，全部建立在上述语料之上。
+
+## 3. 根因
+
+执行方在「本机无会话模型凭据」时，选择用模板+正则顶替 Agent 生成，而不是按让步 4 停在 T0/T1 回报。但 BLOCKED 第三条又写明产品当天就提供了 DeepSeek key（用于对照跑）——同一把 key 足以做生成与复核，凭据缺口在跑 T2 前就已解除，语料却没有重造。
+
+## 4. 决策记录
+
+1. 产品 2026-09-19 原话：「能不能让 agent 模拟生时流程来得语料……不怕消耗 token」。这是来源 C 的授权来源，**模板拼接不满足**；本单据此要求全量重造来源 C。
+2. 生成与复核模型：用执行机上已有凭据的真实对话模型（DeepSeek 或产品另行提供的任一模型），**生成与复核可用同一家模型但提示不同、复核看不到标签**（原单已允许）。若能用两家不同模型更好，不强求。
+3. 现行分类器对照：产品 2026-09-19 确认**线上现行模型就是 DeepSeek Flash**。原报告的对照模型身份因此成立，偏差只剩「抽 33%」；本单要求全量（红线 8），报告改标「= 线上会话模型」。
+4. 来源 B：产品 2026-09-19 授权，Claude 会话已从 staging 只读抽取并去重脱敏，文件 `source_b.jsonl`（157 条，不入仓）由产品转交执行方，放到 `.cache/jev_intent/source_b.jsonl`（已 gitignore）。抽取口径：`agentic_rectification_turns.user_message` 非空 697 行 → 剔除点选回显（`A. …` / 「先这样」）339 行 → 剔除前端建议芯片原文 76 行 → 按消息文本去重 → 157 条；每条带当轮焦点（按 `asked_at ≤ turn.created_at` 取最近一条，`focus_stale` 标记焦点已在本轮前 resolved 的 22 条）与可反推的 `runtime_intent`（85 条：no 49 / weak_yes 18 / yes 13 / unsure 5）。`gold` 留空，执行方逐条人工标注。
+
+   来源 B 实测分布（**来源 C 生成的长度约束以此为准，取代原单兜底值**）：
+
+   | 指标 | 值 |
+   | --- | --- |
+   | 条数 / 层 | 157：采集 107、无焦点 33、点选 17 |
+   | 字数 P25 / 中位 / P75 / 最长 | 12 / 21 / 28 / 172 |
+   | 含标点比例 | 13% |
+   | 含语气词（吧/呢/啊/嗯/哦/额/emm）比例 | 4% |
+   | 含年份或月份比例 | 81% |
+
+   对照模板语料（中位 11 字、惜字如金 45%、方言前缀 24%）：真人回复更长、几乎不用语气词、绝大多数直接报年月。生成提示的人设权重必须按此校正：「惜字如金」与「方言/网络语」两种人设合计不得超过 20%。
+5. 原报告结论「不可接」**撤回改为「缺数据」**，`docs/tasks/README.md` 状态行同步改；不得保留「不可接」字样误导后续拍板。
+
+## 5. 硬红线
+
+原单 §4 五条全部继续生效，另加：
+
+6. `jev_intent_corpus_build.py` 的生成与复核**必须各有一次真实模型调用**并把模型名、版本、提示原文写进 `scripts/research/jev_intent_samples/README.md`；`GENERATOR_NAME` / `REVIEWER_NAME` 必须是模型标识，不得再出现 `template` / `rule`。`tests/test_jev_intent_research.py` 新增断言：构建脚本中不得存在把 `answer_class` 映射到固定词表的生成函数（检查源码里无 `bank = {` 式字面量词库），复核函数不得调用 `re.search` 判标签。
+7. 来源 C 去重后唯一条数 ≥ 810（≥ 90%）；单条重复不得超过 5 次；八种人设每种 ≥ 40 条（点选+采集合计），且「惜字如金」+「方言/网络语」合计 ≤ 20%；字数 P25 / 中位 / P75 落在来源 B 实测值 ±30% 内（即 P25 8–16、中位 15–27、P75 20–36）。不满足即重跑，不得进 T2。
+8. 现行分类器（DeepSeek Flash，= 线上）对照不得再抽样：来源 B 与来源 C **全量**各跑一次（自洽率第二次可抽 1/3，与原单让步 2 一致）。
+
+## 6. 任务分解
+
+### F1 · 重写 `jev_intent_corpus_build.py` 的生成与复核
+
+- 问题池 `question_pool.json` 保留（来源是真实引擎，已通过），不重建。
+- 生成：对每道题 × 目标标签 × 人设，调用模型写回复。提示里必须包含：当前题干与四个选项 label（点选层）、目标 intent / answer_class / has_new_dated_event 的**自然语言解释**（不是枚举名）、人设描述、长度上限、「不得逐字复述选项 label」「不得出现姓名 / 地名 / 单位名」。温度 ≥ 0.8。同一（题, 标签, 人设）组合最多重试 3 次以通过复核。
+- 复核：另一提示，只给题干、选项、用户回复，要求输出 `intent / answer_class / has_new_dated_event`（结构化 JSON），看不到目标标签；一致者进 `simulated.jsonl`，不一致进 `disputed.jsonl`（保留生成标签与复核标签两列）。
+- 争议率按层与按标签写进 README；> 15% 先改生成提示再重跑（最多两轮），仍超则按实际通过条数跑并如实报。
+- 缓存：每次模型调用结果落 `.cache/jev_intent/`（已 gitignore），脚本可断点续跑。
+- 验收：红线 7 的三项统计由脚本打印并写入 README；`simulated.jsonl` ≥ 900；三层配额偏差 ≤ 20%；新 sha256 三份写入 README；`assert_no_pii` 继续对 20 例 holdout 姓名做拒绝。
+
+### F2 · 重跑 T2
+
+- Jev `jev-1.13.0` 来源 A + 新来源 C 各两次（原单 T2）。
+- 现行分类器（红线 8）来源 C 全量一次 + 1/3 抽样第二次；模型名按 §4 第 3 条。
+- 验收：`.cache/jev_intent/jev_runs.json` 与现行 runs 的样本 id 集合与 `simulated.jsonl` 完全一致（脚本打印校验）；429 记 `unavailable` 计入分母。
+
+### F3 · 重出报告
+
+- `docs/research/jev_intent_2026_09_19.md/.json` 覆盖重写（保留旧版为 `jev_intent_2026_09_19_v1_template.md`，文首标「已作废：语料为模板拼接」）。
+- 结论三选一：可接 / 不可接 / 缺数据，附 T3 全表、θ 曲线、错例画像（改写后）。来源 B 仍为 0 时，结论最高只能给到「可接（待真机代表性检验）」或「不可接」，不得写成无条件可接。
+- 验收：报告「模型」一节列出生成模型、复核模型、对照模型三行各自的模型名 / 版本 / 是否线上会话模型。
+
+### F4 · 来源 B
+
+- 文件已交付（§4 第 4 条）。执行方逐条人工标注全部 157 条 `gold`；`runtime_intent` 只做参考列，不得直接抄为 gold。
+- 跑 Jev 两次 + 现行一次，做原单 T3 代表性检验：来源 B 与来源 C 同层准确率差 > 10pp → 结论降为「缺数据」并写明是哪一层。
+- 验收：README 来源 B 段填实际条数、三层分布、长度分布、标注耗时；BLOCKED 来源 B 条目划掉。
+
+### F5 · 记录
+
+- `PROGRESS-rectification-jev-intent-classifier-research-20260919.md` 追加「修复轮」段：三项统计、争议率、两轮提示修改（若有）、token 消耗（生成 / 复核 / Jev / 对照分列）。
+- `BLOCKED.md`：「无会话模型凭据」条目改写为已解除（生成与复核已用真实模型）；来源 B 条目按实际。
+- `docs/tasks/README.md`：状态行改为本单结论。
+- 不立 BUG。
+
+## 7. 让步顺序
+
+1. 争议率两轮提示后仍 > 15%：按实际通过条数跑，配额偏差如实报；**不得**回退到模板生成补数。
+2. 单条生成三次重试仍不过复核：丢弃该组合，换人设重抽；红线 7 三项仍须满足。
+3. 模型调用限流：退避重试，脚本断点续跑；不得缩小样本。
+4. 来源 B 人工标注做不完 157 条：至少标满点选 17 + 采集 60 + 无焦点 20 = 97 条，其余标 `unlabeled` 不计入分母；不得用模型代标。
+
+## 8. 开工前置命令
+
+```bash
+git fetch origin --prune
+git worktree add -b codex/rectification-jev-intent-research-fix-20260919 .worktrees/rectification-jev-intent-research-fix-20260919 origin/staging
+cd .worktrees/rectification-jev-intent-research-fix-20260919
+export TYPESAFE_API_KEY=… DEEPSEEK_API_KEY=…   # 只在 shell 里，不进文件
+.venv/bin/python -m pytest tests/test_jev_intent_research.py -q
+grep -n "GENERATOR_NAME\|REVIEWER_NAME\|bank = {" scripts/research/jev_intent_corpus_build.py   # 改前留证
+```
+
+## 9. BUG 编号
+
+本单不立 BUG；`docs/BUG_HISTORY.md` 当前最大号 BUG-969，若执行中发现现行分类器的确定性错误再从 BUG-970 起。

scripts/research/jev_intent_probe.py

@@ -8,6 +8,7 @@ Source B rows are aggregated and never written as raw text.
 from __future__ import annotations
 
 import argparse
+import hashlib
 import json
 import os
 import sys
@@ -320,6 +321,12 @@ def error_portrait(rows: Sequence[Mapping[str, Any]], *, limit: int = 3) -> dict
     return buckets
 
 
+def cache_key(run_id: str, sample: Mapping[str, Any]) -> str:
+    message = str(sample.get("user_message") or "")
+    digest = hashlib.sha256(message.encode("utf-8")).hexdigest()[:16]
+    return f"{run_id}:{sample['id']}:{digest}"
+
+
 def run_batch(
     samples: Sequence[Mapping[str, Any]],
     *,
@@ -331,7 +338,7 @@ def run_batch(
     caller = call_fn or call_jev_retry
     pending = []
     for sample in samples:
-        key = f"{run_id}:{sample['id']}"
+        key = cache_key(run_id, sample)
         if key in cache:
             sample[run_id] = cache[key]
         else:
@@ -346,14 +353,14 @@ def run_batch(
             sample = futures[future]
             result = future.result()
             sample[run_id] = result
-            cache[f"{run_id}:{sample['id']}"] = result
+            cache[cache_key(run_id, sample)] = result
             done += 1
             if done % 50 == 0 or done == len(pending):
                 print(f"  {run_id} {done}/{len(pending)}", flush=True)
 
 
 def load_cache() -> dict[str, Any]:
-    path = CACHE_DIR / "jev_runs.json"
+    path = CACHE_DIR / "jev_runs_v2.json"
     if not path.is_file():
         return {}
     try:
@@ -364,7 +371,7 @@ def load_cache() -> dict[str, Any]:
 
 def save_cache(cache: dict[str, Any]) -> None:
     CACHE_DIR.mkdir(parents=True, exist_ok=True)
-    path = CACHE_DIR / "jev_runs.json"
+    path = CACHE_DIR / "jev_runs_v2.json"
     path.write_text(json.dumps(cache, ensure_ascii=False), encoding="utf-8")
 
 
@@ -395,9 +402,15 @@ def write_markdown(report: Mapping[str, Any]) -> None:
         f"- 任务：`docs/tasks/TASK-rectification-jev-intent-classifier-research-20260919.md`",
         f"- 基线：`origin/staging` @ `{report['meta']['baseline']}`",
         f"- Jev 模型：`{JEV_MODEL}`（不用 jev-latest）",
-        f"- 生成器 / 复核：`{report['meta']['generator']}` / `{report['meta']['reviewer']}`",
         f"- 真值 sha256：synthetic `{report['meta']['sha256']['synthetic']}`；simulated `{report['meta']['sha256']['simulated']}`；disputed `{report['meta']['sha256']['disputed']}`",
-        f"- 来源 B：{report['meta']['source_b_n']} 条（本地，不提交原文）",
+        f"- 来源 B：{report['meta']['source_b_n']} 条已标注（本地，不提交原文）",
+        "",
+        "## 模型",
+        "",
+        f"- 生成模型：`{report['meta']['generator']}` / 版本 `{report['meta'].get('generator_version') or report['meta']['generator']}` / 不是线上会话模型（只用于造来源 C）",
+        f"- 复核模型：`{report['meta']['reviewer']}` / 版本 `{report['meta'].get('reviewer_version') or report['meta']['reviewer']}` / 不是线上会话模型（只用于独立复核，看不到目标标签）",
+        f"- 对照模型：`{report['meta'].get('current_model') or '—'}` / 版本 `{report['meta'].get('current_model') or '—'}` / **= 线上会话模型**（DeepSeek Flash，顶生产 `classifyRectificationTurnIntent` 提示词）",
+        f"- Jev：`{JEV_MODEL}` / 不是线上会话模型",
         "",
         "## 结论",
         "",
@@ -535,10 +548,9 @@ def decide_verdict(report: dict[str, Any]) -> dict[str, str]:
     low_recall = [layers[layer]["low_conf_recall"] for layer in layers if layers[layer]["low_conf_recall"] is not None]
     recall_ok = bool(low_recall) and all(v is not None and v >= 0.60 for v in low_recall)
     choice_class = layers.get("choice", {}).get("answer_class_acc")
-    if source_b_n < 30:
-        represent = "来源 B 不足 30 条，代表性检验只报数、不判定。"
-    else:
-        represent = report["metrics"]["representativeness"]["note"]
+    represent_meta = report["metrics"].get("representativeness") or {}
+    represent = represent_meta.get("note") or ""
+    represent_fail = bool(represent_meta.get("fail"))
     absolute_fail: list[str] = []
     if high_err > 0.03:
         absolute_fail.append(f"高置信错误率 {high_err:.1%} > 3%")
@@ -563,6 +575,17 @@ def decide_verdict(report: dict[str, Any]) -> dict[str, str]:
             )
         if bits:
             relative_note = " 相对 −3pp（同一样本）：" + "；".join(bits) + "。"
+    if represent_fail:
+        return {
+            "verdict": "缺数据",
+            "reason": (
+                "来源 B 与来源 C 同层 intent 准确率差 > 10pp，模拟语料不代表真人，来源 C 门槛结论降为缺数据。"
+                + represent
+                + ((" 同时来源 C 绝对门槛未过：" + "；".join(absolute_fail) + "。") if absolute_fail else "")
+                + relative_note
+            ),
+            "if_connect": "不得上线。先补真机样本或重造更像真人的来源 C，再测。",
+        }
     if absolute_fail:
         return {
             "verdict": "不可接",
@@ -628,6 +651,8 @@ def _merge_report_preds(samples: list[dict[str, Any]]) -> None:
     by_id = {row.get("id"): row for row in existing.get("rows") or [] if row.get("id")}
     for sample in samples:
         prior = by_id.get(sample.get("id")) or {}
+        if prior.get("user_message") != sample.get("user_message"):
+            continue
         for key in ("jev_1", "jev_2", "current_1", "current_2"):
             if key not in sample and prior.get(key):
                 sample[key] = prior[key]
@@ -666,6 +691,7 @@ def main(argv: Sequence[str] | None = None) -> int:
     parser.add_argument("--second-fraction", type=float, default=1.0)
     parser.add_argument("--current-only", action="store_true")
     parser.add_argument("--sample-fraction", type=float, default=1.0)
+    parser.add_argument("--current-second-fraction", type=float, default=1.0 / 3)
     parser.add_argument("--sample-seed", type=int, default=20260919)
     args = parser.parse_args(argv)
     if not args.current_only and not os.environ.get("TYPESAFE_API_KEY"):
@@ -676,8 +702,14 @@ def main(argv: Sequence[str] | None = None) -> int:
         return 2
     synthetic = load_jsonl(SAMPLES_DIR / "synthetic.jsonl")
     simulated = load_jsonl(SAMPLES_DIR / "simulated.jsonl")
-    source_b = load_jsonl(CACHE_DIR / "source_b.jsonl")
+    source_b_all = load_jsonl(CACHE_DIR / "source_b.jsonl")
+    source_b = [
+        row for row in source_b_all
+        if isinstance(row.get("gold"), dict) and row["gold"].get("intent")
+    ]
+    unlabeled_b = len(source_b_all) - len(source_b)
     samples = [row for row in synthetic + simulated if row.get("source") in {"A", "C"}]
+    sim_ids = {str(row.get("id")) for row in simulated}
     if args.limit:
         samples = samples[: args.limit]
     _merge_report_preds(samples)
@@ -699,6 +731,8 @@ def main(argv: Sequence[str] | None = None) -> int:
             if source_b:
                 run_batch(source_b, workers=args.workers, run_id="jev_1", cache=cache)
                 save_cache(cache)
+                run_batch(source_b, workers=args.workers, run_id="jev_2", cache=cache)
+                save_cache(cache)
         source_c_rows = [row for row in samples if row.get("source") == "C"]
         if args.current_only or os.environ.get("DEEPSEEK_API_KEY"):
             if args.sample_fraction < 1:
@@ -713,9 +747,21 @@ def main(argv: Sequence[str] | None = None) -> int:
                 cache=cache, call_fn=call_current_retry,
             )
             save_cache(cache)
+            if source_b:
+                run_batch(
+                    source_b, workers=args.workers, run_id="current_1",
+                    cache=cache, call_fn=call_current_retry,
+                )
+                save_cache(cache)
             second_current = current_sample
             if args.skip_second:
                 second_current = []
+            elif args.current_second_fraction < 1:
+                second_current = stratified_sample(
+                    [row for row in current_sample if row.get("source") == "C"],
+                    fraction=args.current_second_fraction,
+                    seed=args.sample_seed + 1,
+                )
             elif args.second_fraction < 1:
                 second_current = stratified_sample(
                     [row for row in current_sample if row.get("source") == "C"],
@@ -752,47 +798,87 @@ def main(argv: Sequence[str] | None = None) -> int:
     jev_cons = {layer: self_consistency(rows, "jev_1", "jev_2") for layer, rows in by_layer.items()}
     source_a_metrics = layer_metrics(source_a, pred_key="jev_1") if source_a else None
     source_b_metrics = layer_metrics(source_b, pred_key="jev_1") if source_b else None
-    represent_note = "来源 B 不足 30 条，代表性检验只报数、不判定。"
-    if source_b_metrics and source_b_metrics["n"] >= 30:
-        deltas = []
+    source_b_by_layer = {
+        layer: layer_metrics([row for row in source_b if row.get("layer") == layer], pred_key="jev_1")
+        for layer in ("choice", "collect", "none")
+    } if source_b else {}
+    represent_fail = False
+    represent_layers: dict[str, Any] = {}
+    if not source_b or len(source_b) < 30:
+        represent_note = f"来源 B 已标注 {len(source_b)} 条（未标注 {unlabeled_b} 不进分母），不足 30 条则只报数、不判定。"
+    else:
+        bits = []
         for layer in ("choice", "collect", "none"):
-            # source B may not be layered the same; compare overall intent acc
-            pass
-        delta = abs((source_b_metrics["intent_acc"] or 0) - (
-            sum(jev_metrics[layer]["intent_acc"] * jev_metrics[layer]["n"] for layer in jev_metrics)
-            / max(sum(jev_metrics[layer]["n"] for layer in jev_metrics), 1)
-        ))
-        if delta > 0.10:
-            represent_note = f"来源 B 与来源 C 的 intent 准确率相差 {delta:.1%} > 10pp，模拟语料不代表真人，来源 C 门槛结论降为缺数据。"
+            b_m = source_b_by_layer.get(layer) or {}
+            c_m = jev_metrics.get(layer) or {}
+            if not b_m.get("n"):
+                represent_layers[layer] = {"n": 0, "delta": None}
+                continue
+            delta = abs((b_m.get("intent_acc") or 0) - (c_m.get("intent_acc") or 0))
+            represent_layers[layer] = {
+                "n": b_m.get("n"),
+                "source_b_intent": b_m.get("intent_acc"),
+                "source_c_intent": c_m.get("intent_acc"),
+                "delta": delta,
+            }
+            bits.append(f"{layer} B {b_m.get('intent_acc'):.1%} vs C {c_m.get('intent_acc'):.1%}（差 {delta:.1%}，n_B={b_m.get('n')}）")
+            if delta > 0.10:
+                represent_fail = True
+        represent_note = "来源 B 与来源 C 同层 intent 准确率：" + "；".join(bits) + "。"
+        if represent_fail:
+            represent_note += " 有层差 > 10pp，结论降为缺数据。"
         else:
-            represent_note = f"来源 B 与来源 C intent 准确率相差 {delta:.1%}，未超过 10pp。"
+            represent_note += " 各层均未超过 10pp。"
     sha = {
         "synthetic": __import__("hashlib").sha256((SAMPLES_DIR / "synthetic.jsonl").read_bytes()).hexdigest(),
         "simulated": __import__("hashlib").sha256((SAMPLES_DIR / "simulated.jsonl").read_bytes()).hexdigest(),
         "disputed": __import__("hashlib").sha256((SAMPLES_DIR / "disputed.jsonl").read_bytes()).hexdigest()
         if (SAMPLES_DIR / "disputed.jsonl").is_file() else "",
     }
+    gen_name = (simulated[0].get("generator") if simulated else None) or "deepseek-flash"
+    rev_name = (simulated[0].get("reviewer") if simulated else None) or "deepseek-flash"
+    cache_ids = {
+        key.split(":")[1]
+        for key in cache
+        if key.startswith("jev_1:C-")
+    }
+    sim_ok = sim_ids <= cache_ids or args.current_only
+    print(json.dumps({
+        "id_check": {
+            "simulated": len(sim_ids),
+            "jev_1_cache_c": len(cache_ids),
+            "simulated_subset_of_cache": sim_ids <= cache_ids,
+            "missing": sorted(sim_ids - cache_ids)[:12],
+        }
+    }, ensure_ascii=False), flush=True)
     report: dict[str, Any] = {
         "meta": {
-            "baseline": "d9722d56",
+            "baseline": "69a44fe7",
             "jev_model": JEV_MODEL,
-            "generator": "agent-template-v1",
-            "reviewer": "agent-rule-v1",
+            "generator": gen_name,
+            "generator_version": gen_name,
+            "reviewer": rev_name,
+            "reviewer_version": rev_name,
             "sha256": sha,
             "source_b_n": len(source_b),
+            "source_b_unlabeled": unlabeled_b,
             "current_model": current_model_id() if any(row.get("current_1") for row in samples) else None,
             "current_model_note": (
                 (
-                    f"DeepSeek Flash 顶现行 `classifyRectificationTurnIntent` 提示词；"
-                    f"来源 C 分层随机 {args.sample_fraction:.0%}（seed {args.sample_seed}），"
-                    f"来源 A 全量。不是线上会话模型。"
+                    "DeepSeek Flash = 线上会话模型，顶现行 `classifyRectificationTurnIntent` 提示词；"
+                    f"来源 C 全量第一次"
+                    + (
+                        f"，第二次分层 {args.current_second_fraction:.0%}（seed {args.sample_seed + 1}）"
+                        if args.current_second_fraction < 1 else "，第二次全量"
+                    )
+                    + "；来源 A 全量；来源 B 已标注全量一次。"
                     if any(row.get("current_1") for row in samples)
                     else (
-                        "本机无会话模型目录凭据（模型 key 在数据库加密配置里）。"
-                        "现行 `classifyRectificationTurnIntent` 对照未跑。"
+                        "本机无会话模型凭据，现行对照未跑。"
                     )
                 )
             ),
+            "id_check_ok": sim_ok,
         },
         "metrics": {
             "jev_by_layer": jev_metrics,
@@ -817,7 +903,12 @@ def main(argv: Sequence[str] | None = None) -> int:
             "paired_sample": paired_layer_metrics(samples) if any(row.get("current_1") for row in samples) else {},
             "source_a": source_a_metrics,
             "source_b": source_b_metrics,
-            "representativeness": {"note": represent_note},
+            "source_b_by_layer": source_b_by_layer,
+            "representativeness": {
+                "note": represent_note,
+                "fail": represent_fail,
+                "layers": represent_layers,
+            },
             "theta": curve_theta([row for row in samples if row.get("source") == "C"]),
             "error_portrait": error_portrait(samples),
         },

scripts/research/jev_intent_samples/README.md

@@ -34,20 +34,107 @@ limit 500;
 ```
 
 - 本地路径（worktree 外，已 gitignore）：`G:/Ferti/Jyotisha/.cache/jev_intent/source_b.jsonl`
-- 本机抽取条数：0（无 staging 库凭据则为 0，长度分布用任务书兜底 P25≤6 / 中位≤15 / P75≤40）
-- 真值：执行方逐条人工标注；能从后续动作反推的另存 `runtime_intent` 列。**不得提交原文。**
+- 本机抽取条数：157（点选 17 / 采集 107 / 无焦点 33），gold 已全部人工标注，未用模型代标
+- 长度：P25=12 / 中位=21 / P75=28 / 最长=172
+- 标注耗时：约 40 分钟（`runtime_intent` 只作参考，85 条有反推 intent，不抄成 gold）
+- 真值：执行方逐条人工标注。**不得提交原文。**
 
-## 来源 C · Agent 模拟语料（提交，主测试集）
+## 来源 C · 模型模拟语料（提交，主测试集）
 
-`simulated.jsonl`。问题池 `question_pool.json`：20 例公开 AA holdout 走 `discriminating_event_probes` 出点选题；采集题用 `USER_COLLECT_QUESTION` / retry / `TARGETED_YEAR_PROMPT`。
+`simulated.jsonl`。问题池 `question_pool.json`：20 例公开 AA holdout 走 `discriminating_event_probes` 出点选题；采集题用 `USER_COLLECT_QUESTION` / retry / `TARGETED_YEAR_PROMPT`。生成与复核各一次真实模型调用；复核看不到目标标签。
 
-- 生成器：`agent-template-v1`（标签先定再写回复；本机无会话模型凭据，不走线上贵模型）
-- 复核器：`agent-rule-v1`（不同规则、看不到目标标签；不一致进 `disputed.jsonl`，不用第三次投票）
-- 生成统计：{"generated": 1328, "accepted": 900, "disputed": 113, "dispute_rate": 0.08509036144578314, "generator": "agent-template-v1", "reviewer": "agent-rule-v1", "seed": 20260919}
-- 配额：{"choice": {"actual": 400, "target": 400, "max_share_delta": 0.0, "ok": true}, "collect": {"actual": 400, "target": 400, "max_share_delta": 0.0, "ok": true}, "none": {"actual": 100, "target": 100, "max_share_delta": 0.0, "ok": true}}
-- 长度：{"n": 900, "p25": 3.0, "median": 11.0, "p75": 25.0}
-- sha256 simulated: `a8611e75bf56024fa984fb204d34a5e16405f18b3eaa5a3bee91f96e43918bf7`
-- sha256 disputed: `b4aed8567bd6b3fdd5cc98c73d9139197d62a96120a0ee29f474b8f08c050def`
+- 生成模型：`deepseek-flash`（temperature 0.85，prompt_version `gen-review-v3`）
+- 复核模型：`deepseek-flash`（temperature 0.0，同一家模型、不同提示、看不到标签）
+- 生成统计：{"generated": 1261, "accepted_raw": 1225, "accepted": 900, "disputed": 36, "dispute_rate": 0.028548770816812053, "generator": "deepseek-flash", "reviewer": "deepseek-flash", "prompt_version": "gen-review-v3", "seed": 20260919, "usage": {"generate_input_tokens": 553685, "generate_output_tokens": 18677, "review_input_tokens": 700669, "review_output_tokens": 29296, "generate_calls": 1389, "review_calls": 1318, "generate_cached": 53, "review_cached": 79}, "reselect_only": true}
+- 争议分层：{"by_layer": {"collect": 33, "choice": 3}, "by_intent": {"answer_current_focus": 33, "unclear": 3}}
+- 配额：{"choice": {"actual": 400, "target": 400, "max_share_delta": 0.045, "ok": true}, "collect": {"actual": 400, "target": 400, "max_share_delta": 0.0325, "ok": true}, "none": {"actual": 100, "target": 100, "max_share_delta": 0.0, "ok": true}}
+- 长度：{"n": 900, "p25": 16.0, "median": 20.0, "p75": 24.0, "min": 6.0, "max": 39.0}
+- 人设：{"choice_collect": {"rambling": 371, "answer_then_event": 94, "deny_then_event": 49, "terse": 51, "impatient_stop": 57, "ask_result": 51, "off_topic": 48, "dialect_netspeak": 79}, "all": {"rambling": 407, "answer_then_event": 94, "deny_then_event": 49, "terse": 71, "impatient_stop": 63, "ask_result": 54, "off_topic": 53, "dialect_netspeak": 109}, "each_ge_40": true, "terse_dialect_share_all": 0.2, "terse_dialect_share_choice_collect": 0.1625, "min_choice_collect": 48}
+- 去重：{"n": 900, "unique": 825, "max_repeat": 5, "unique_ok": true, "repeat_ok": true}
+- sha256 simulated: `53f13012fdc8f3721335bbe2961edf8c506a2f705b62bd9d302fce83ce2ef88d`
+- sha256 disputed: `e80c5cd69c521a099d743e4a4632ad6bc103c3b5a505f5b376a7c9cebedb7646`
 - 问题池条数（点选题）：103
 
+### 生成提示原文
+
+系统：`你在模拟一位真人用户，正在做出生时间校正问答。只输出用户会打的那句话，不要解释，不要加引号，不要输出 JSON。`
+
+用户提示模板示例：
+
+```
+当前问题：
+2023 年前后，工作状态是否出现明显变化？
+
+选项：
+- A. 这段时间没有明显变化（对应态度：no）
+- B. 记不清当时的情况（对应态度：unsure）
+- C. 变化明显而且时间吻合（对应态度：yes）
+- D. 有变化但程度比较弱（对应态度：weak_yes）
+
+你必须体现的语义（不要写出这些标签名，不要解释标签）：
+- 这句话的作用：这句话是在直接回答当前这道题，不是另起一件无关的事，不是要求停止整套校正，也不是在问结果。
+- 对当前问题的态度：明确否定当前问题：没有发生、没有变化、这方面没什么。不要再补一句「其实也有一点」。
+- 是否另说一件带年月的新经历：不要另说一件带年份或月份的新经历。若当前是采集题且态度是肯定或弱肯定，可以在回答里带上这件事本身的年月，那是在答当前题，不是另说一件；这种情况下也必须出现四位数字年份。若不是采集题的肯定回答，不要写任何 19xx / 20xx 年份。
+
+
+人设：口语啰嗦，会绕半句再落到要点，但仍要把必需要素说清楚。少用「嗯/啊/emmm」。
+
+硬约束：
+- 只输出用户会打的那句话
+- 字数约 16–28 个汉字（含标点），不要明显超出
+- 不得逐字复述上面的选项原文
+- 不得出现真实姓名、地名、学校名、公司名、医院名、单位名
+- 不要用「有的 / 发生了 / 就是那段 / 没这回事」这种套话，写得像真人随手打的
+- 需要带时间时，用大概年份或年月，事件用普通生活经历
+
+```
+
+### 复核提示原文
+
+系统：`你只做出生时间校正当前轮的意图分类。不回答用户，不修改状态。只输出一个 JSON 对象，不要解释。`
+
+用户提示模板示例：
+
+```
+根据当前问题和用户回复分类。看不到任何预设标签。
+
+intent 只能是：
+- answer_current_focus：用户在回答当前问题
+- provide_new_evidence：没有回答当前问题，只补充了一件带大概年或月的经历
+- stop_rectification：明确要求停止整个校正；说当前这件事没发生不是停止
+- ask_about_result：在问结果、范围、候选分钟或好了没
+- unclear：以上都不成立，或混在一起无法单选
+
+answer_class：
+- 仅当 intent 是 answer_current_focus 时非空，否则必须为 null
+- 点选题：按选项 label 的含义选 yes / weak_yes / no / unsure，不要按 A/B/C/D 位置猜
+- 采集题：没有/没发生/这方面没什么 → no；记不清/不记得/忘了/想不起来/以后再说 → unsure；
+  用带大概年月的经历直接回答当前采集题 → yes（程度弱则为 weak_yes）
+- 不要把「没有」或「记不清」标成 yes
+- 采集题若既没有否定、也没有记不清、也没有带年月经历 → intent 为 unclear，answer_class 为 null
+- 同一句既明确否定当前采集题又补充了新的带时间经历：intent 仍为 answer_current_focus，answer_class 为 no
+
+has_new_dated_event：
+- 仅在同一句里除了回答当前问题之外，还提供了新的、带大概时间的经历时为 true
+- 单纯否定、单纯记不清、或只用带年月经历来直接回答当前采集题，都是 false
+- 无当前问题时，带年月的经历 → intent 为 provide_new_evidence，has_new_dated_event 为 true
+
+只输出：
+{"intent":"...","answer_class":"yes"|"weak_yes"|"no"|"unsure"|null,"has_new_dated_event":true|false}
+
+
+当前问题：
+2023 年前后，工作状态是否出现明显变化？
+
+选项：
+- A. 这段时间没有明显变化 (answer_class=no)
+- B. 记不清当时的情况 (answer_class=unsure)
+- C. 变化明显而且时间吻合 (answer_class=yes)
+- D. 有变化但程度比较弱 (answer_class=weak_yes)
+
+用户回复：
+（用户回复）
+
+```
+
 公开案例姓名不得出现在回复正文。

scripts/research/jev_intent_samples/disputed.jsonl

@@ -1,113 +1,36 @@
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1990 年 12 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0036", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "发生了，当时身边人也没特别提，我自己也没当回事，我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2007 年 1 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0042", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "发生了，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想起来细"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2026 年 11 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0048", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "发生了，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想起来细"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2010 年 11 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0056", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "就是那段，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边人也没特别提，我自己也没当回事"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2014 年 10 月前后，有没有生病、受伤或压力特别大？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0057", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，当时身边人也没特别提，我自己也没当回事，我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1981 年 12 月前后，有没有搬家或长期住到外地？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0072", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "确实有，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就是那种说不上。另外2015年11月职责变重"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1990 年 12 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0121", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "将就吧，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1966 年 1 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0155", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "一点点，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边人也没特别提。另外2024年4月搬家"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1953 年 1 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0162", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "好像有过，别的先不说，就这一句你先记着，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边。另外2003年6月离职"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2003 年 4 月前后，有没有搬家或长期住到外地？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0257", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "记不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边人也没特别"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2022 年 1 月前后，有没有升学、转学或换学习环境？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0258", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "记不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说，就这一句你先记着，现在回想起来细节"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2003 年 12 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0263", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "说不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就是那种说不上来特别大但也不"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2000 年 12 月前后，有没有搬家或长期住到外地？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0265", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "记不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想起来细节对不上，只能说个大概"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1994 年 12 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0277", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "记不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边人也没特别提，我自己也没当回事"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2020 年 6 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0284", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "以后再说，别的先不说，就这一句你先记着，我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2014 年 10 月前后，有没有生病、受伤或压力特别大？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0316", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "忘了，现在回想起来细节对不上，只能说个大概，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1991 年 3 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0325", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "记不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想起来细节对不上，只能说个大概，。另外2024年7月家里添丁"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1979 年 7 月前后，有没有家人结婚、添丁或住院？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0331", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "忘了，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就是那种说不上来特别大但也不。另外2015年10月换学校"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1991 年 3 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-choice-0348", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2022年12月开始长期住外地。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1985 年 7 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-choice-0350", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2020年11月离职。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2014 年 3 月前后，有没有入职、换工作或职责加重？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-choice-0353", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2003年12月换学校。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "2021 年 10 月前后，有没有家人结婚、添丁或住院？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-choice-0381", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2021年4月入职。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说"}
-{"focus": {"case_status": "distinguishing_candidates", "current_question": "1982 年 1 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "id": "C-choice-0481", "layer": "choice", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "user_message": "先不问这题了，出结果了吗，范围呢。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0740", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "说不清，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0757", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "以后再说，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想起来细节对不上，只能说个大概"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面，还记得哪年收入明显变过、有过大笔支出，或欠过债吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0758", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "忘了，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说，就这一句你先记着"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0806", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "说不清，现在回想起来细节对不上，只能说个大概，我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "感情这边，还记得哪年认真在一起、分开，或结婚吗？有年份就很好。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0810", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "忘了，我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说，就这一句你先记着，别的"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0817", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，2016年9月开始长期住外地。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0823", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，1999年4月入职。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说，就这一句你先记着"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "上学这边，还记得哪年升学、转学或大考吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0837", "layer": "collect", "persona": "rambling", "review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，1998年4月转学。现在回想起来细节对不上，只能说个大概，现在回想起来细节对不上，只能说个大概"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0846", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，2014年10月长辈住院。我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0884", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2018年认"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0886", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2002年职"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0887", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "1999年分"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0888", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2016年职"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0889", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2013年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0890", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2024年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0892", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2016年职"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面，还记得哪年收入明显变过、有过大笔支出，或欠过债吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0893", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2014年收"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0895", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2022年搬"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0896", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2015年长"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0898", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，大概2016年转学吧，印象不深。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0899", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2017年受"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0900", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2020年受"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0901", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2024年搬"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0902", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2020年生"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0905", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "有的，大概2014年有过大笔支出吧，印象不深。别的先不说，就这一句你先记着，我想想啊就是那种说不上来特别大但也不是完全没有的感觉"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "有没有哪年搬家，或开始长期住在外地？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0906", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2022年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0910", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2020年长"}
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-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0917", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2009年家"}
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-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0933", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2003年长"}
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-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边，还记得哪年生病、受伤，或特别难熬的一段时间吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0949", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2006年生"}
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-{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0957", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2008年家"}
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-{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0970", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2014年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0971", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2020年有"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0972", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2000年特"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0973", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2018年家"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0974", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2006年升"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0975", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2008年有"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "上学这边，还记得哪年升学、转学或大考吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0976", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "1998年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "有没有哪年搬家，或开始长期住在外地？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0978", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2016年开"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0982", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2021年转"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0983", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2004年职"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0984", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2007年换"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0986", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2003年家"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0987", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2002年家"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0989", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2014年分"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0990", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2024年生"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0995", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2000年长。另外2016年4月收入明显变过"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0996", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2021年换。另外2018年6月分开"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-1002", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2005年换。另外2007年12月特别难熬过一段时间"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-1005", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2005年结。另外2022年7月职责变重"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-1009", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2013年收。另外2012年5月长辈住院"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边再问一次：哪年生病、受伤，或特别难熬？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-1014", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "1999年特。另外2011年8月长辈住院"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "上学这边，还记得哪年升学、转学或大考吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-1017", "layer": "collect", "persona": "terse", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "2004年升。另外2010年6月分开"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1030", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2020年5月转学。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1033", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2003年7月生病。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1045", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：1999年9月生病。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身边人"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面，还记得哪年收入明显变过、有过大笔支出，或欠过债吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1047", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2007年12月受伤。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在回想"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "感情这边，还记得哪年认真在一起、分开，或结婚吗？有年份就很好。", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1060", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2000年4月换城市住。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，当时身"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "上学这边，还记得哪年升学、转学或大考吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1073", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2015年9月离职。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，别的先不说"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1074", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2019年3月认真在一起。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，现在"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1080", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：1998年3月大考。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "id": "C-collect-1089", "layer": "collect", "persona": "rambling", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "user_message": "另外说一件：2006年5月升学。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，我想想啊就"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "", "kind": null, "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "id": "C-none-1288", "layer": "none", "persona": "rambling", "review": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "user_message": "先不问这题了，出结果了吗，范围呢。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，"}
-{"focus": {"case_status": "collecting_evidence", "current_question": "", "kind": null, "options": []}, "generator": "agent-template-v1", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "id": "C-none-1289", "layer": "none", "persona": "rambling", "review": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "reviewer": "agent-rule-v1", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "ask_about_result"}, "user_message": "先不问这题了，出结果了吗，范围呢。我想想啊就是那种说不上来特别大但也不是完全没有的感觉，"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0387", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "那年二三月吧，变化不大。另外2018年搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0377", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "升学那会儿印象不深，对了2016年搬过家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0380", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "好像有吧，记不太清。对了，2019年搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0323", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "好像那阵子是有过一点小变化，大概2013年夏天前后吧。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0336", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2020年搬过一次，不太记得。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到工作这边——刚才那件我记下了，哪年入职或换工作还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0391", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "入职换工作那块印象不深，好像动过但说不准；另外2018年我搬过一次家。"}
+{"focus": {"case_status": "distinguishing_candidates", "current_question": "1973 年 12 月前后，有没有家人结婚、添丁或住院？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0126", "layer": "choice", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "73年那阵子好像有点动静，但记不太清"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0388", "layer": "collect", "persona": "deny_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "工作换过但记不太清，倒是2018年搬了次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0381", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "搬过一两次吧，不太记得清了。另外2018年换过工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0382", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "钱上好像没太明显的变化。另外2018年换过一次工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "id": "C-collect-0538", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": false, "intent": "stop_rectification"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "user_message": "这我还真一下掰扯不清，先别按这个往下算吧。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0372", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "钱上好像没太大起伏，就感觉一般。对了，2021年我换了个工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0385", "layer": "collect", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "搬出去住好像不太明显，另外2019年换过工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0326", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2019年换过一次，变化不大。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "id": "C-collect-0531", "layer": "collect", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "user_message": "那会儿光顾着玩了，哪还记这些啊。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面再对一下：哪年收入明显变过、有过大笔支出，或欠过债？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0378", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "钱上好像就小幅波动过，不太记得。对了2018年搬过家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0379", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "大概2010年前后吧，记不太清。另外2016年我搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "感情这边，还记得哪年认真在一起、分开，或结婚吗？有年份就很好。", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0347", "layer": "collect", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "reject_reason": "collect_yes_needs_date", "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "前几年好像谈过一段，后来散了，具体哪年记不太清。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0338", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2017年3月添丁，不太记得。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "大概哪年几月？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "id": "C-collect-0537", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": null, "has_new_dated_event": false, "intent": "unclear"}, "user_message": "这个我实在说不上来。"}
+{"focus": {"case_status": "distinguishing_candidates", "current_question": "1988 年 5 月前后，有没有收入明显变化、大笔支出或欠债？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-choice-0155", "layer": "choice", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "感觉那阵子钱上有点紧，不太确定。另外2019年搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "身体或压力这边，还记得哪年生病、受伤，或特别难熬的一段时间吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0384", "layer": "collect", "persona": "deny_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "身体这块没什么特别印象，不过2021年我换过工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "上学这边，还记得哪年升学、转学或大考吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0369", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "升学那会儿印象不深，另外2018年搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0364", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "真要认真算也就2018年那阵子，在一起过，但感觉一直淡淡的，后来也慢慢散了。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0386", "layer": "collect", "persona": "deny_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "升学好像没啥特别深的印象，不过2018年我搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "搬家或开始长期住外地，大概是哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0375", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "好像搬过，不太确定。另外2016年换过工作。"}
+{"focus": {"case_status": "distinguishing_candidates", "current_question": "1986 年 10 月前后，有没有家人结婚、添丁或住院？", "kind": "choice", "options": [{"answer_class": "yes", "key": "A", "label": "明确发生且时间吻合"}, {"answer_class": "weak_yes", "key": "B", "label": "发生过但程度较弱"}, {"answer_class": "no", "key": "C", "label": "明确没有发生"}, {"answer_class": "unsure", "key": "D", "label": "这段记不清楚"}]}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-choice-0112", "layer": "choice", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "1986年那会儿好像家里是有点事，但印象不深。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "有没有哪年搬家，或开始长期住在外地？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0368", "layer": "collect", "persona": "rambling", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "搬出去住大概是2016年，住得不久，印象不太深。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到上学这边——哪年升学、转学或大考，还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0371", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "升学好像有点印象，不太深吧。对了，2018年还搬过一次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "家里如果有结婚、添丁或住院这类事，记得大概哪年就行。", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0392", "layer": "collect", "persona": "deny_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "家里添丁这事我印象不深，另外2021年换过一次工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "工作上呢，还记得哪年入职、换工作，或职责一下子变重吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0374", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": null, "has_new_dated_event": true, "intent": "provide_new_evidence"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "工作换过但印象不深，另外2018年搬了次家。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0367", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2016年添过丁，不太顺。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "感情这边，还记得哪年认真在一起、分开，或结婚吗？有年份就很好。", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0390", "layer": "collect", "persona": "deny_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "no", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "感情上好像没哪年特别认真过，对了2019年换过一次工作。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "回到感情这边——刚才说的工作我记下了，哪年认真在一起或分开还记得吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0333", "layer": "collect", "persona": "dialect_netspeak", "prompt_version": "gen-review-v3", "reject_reason": "collect_yes_needs_date", "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "那阵子好像是20年吧，凑合在一块儿过，后来就慢慢淡了。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "再问一次家里：结婚、添丁或住院，大概哪年？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "id": "C-collect-0361", "layer": "collect", "persona": "terse", "prompt_version": "gen-review-v3", "review": {"answer_class": "yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": false, "intent": "answer_current_focus"}, "user_message": "2016年添过丁，不太记得清。"}
+{"focus": {"case_status": "collecting_evidence", "current_question": "钱的方面，还记得哪年收入明显变过、有过大笔支出，或欠过债吗？", "kind": "collect", "options": []}, "generator": "deepseek-flash", "gold": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "id": "C-collect-0370", "layer": "collect", "persona": "answer_then_event", "prompt_version": "gen-review-v3", "review": {"answer_class": "unsure", "has_new_dated_event": true, "intent": "answer_current_focus"}, "reviewer": "deepseek-flash", "source": "C", "target_before_review": {"answer_class": "weak_yes", "has_new_dated_event": true, "intent": "answer_current_focus"}, "user_message": "钱上好像没太大起伏，记不太清了。对了，2018年换过工作。"}

tests/test_jev_intent_research.py

@@ -6,7 +6,12 @@ import json
 import unittest
 from pathlib import Path
 
+import inspect
+
 from scripts.research.jev_intent_corpus_build import (  # noqa: E402
+    GENERATOR_NAME,
+    REVIEWER_NAME,
+    build_review_prompt,
     holdout_name_denylist,
     review_sample,
     source_a_samples,
@@ -82,10 +87,30 @@ class JevIntentCorpusTests(unittest.TestCase):
             "user_message": "没有",
             "focus": {"current_question": "钱的方面，还记得哪年收入明显变过吗？", "options": []},
             "gold": {"intent": "stop_rectification", "answer_class": None, "has_new_dated_event": False},
+            "target_before_review": {"intent": "stop_rectification"},
         }
-        reviewed = review_sample(sample)
-        self.assertEqual(reviewed["intent"], "answer_current_focus")
-        self.assertEqual(reviewed["answer_class"], "no")
+        prompt = build_review_prompt(sample)
+        self.assertIn("没有", prompt)
+        self.assertIn("钱的方面，还记得哪年收入明显变过吗？", prompt)
+        self.assertNotIn("目标", prompt)
+        tail = prompt.rsplit("用户回复：", 1)[-1]
+        self.assertIn("没有", tail)
+        self.assertNotIn("stop_rectification", tail)
+        self.assertNotIn("template", GENERATOR_NAME.lower())
+        self.assertNotIn("rule", REVIEWER_NAME.lower())
+
+    def test_corpus_build_has_no_literal_word_bank(self) -> None:
+        src = (ROOT / "scripts" / "research" / "jev_intent_corpus_build.py").read_text(encoding="utf-8")
+        self.assertNotIn("bank = {", src)
+        self.assertNotIn('GENERATOR_NAME = "agent-template', src)
+        self.assertNotIn('REVIEWER_NAME = "agent-rule', src)
+
+    def test_reviewer_does_not_regex_label(self) -> None:
+        src = inspect.getsource(review_sample)
+        self.assertNotIn("re.search", src)
+        self.assertNotIn("re.match", src)
+        self.assertNotIn("STOP_RE", src)
+        self.assertIn("complete_chat", src)
 
     def test_current_instructions_match_production_classifier(self) -> None:
         from scripts.research.jev_intent_current import CHOICE_INSTRUCTIONS, COLLECT_INSTRUCTIONS