Triple
T4469261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Tan Zheng
Tan Zheng was a prominent Chinese Communist military leader and political commissar who played a key role in the development of the People’s Liberation Army’s political work system.
|
E489440
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Tan Zheng | Statement: [Yunnan Military Academy, notableAlumnus, Tan Zheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tan Zheng Context triple: [Yunnan Military Academy, notableAlumnus, Tan Zheng]
-
A.
Zhu Changhao
Zhu Changhao was a Ming dynasty imperial prince, known primarily as one of the sons of the Wanli Emperor of China.
-
B.
Zhu Chen
Zhu Chen is a Chinese-born Qatari chess grandmaster and former Women's World Chess Champion.
-
C.
Zhao Sheng
Zhao Sheng was a Chinese revolutionary associated with the Tongmenghui, the anti-Qing organization that helped pave the way for the 1911 Xinhai Revolution and the founding of the Republic of China.
-
D.
Zhou Lingzhao
Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
-
E.
Zhang Yue
Zhang Yue is a key member and prominent figure associated with the organization or group known as The B Team.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tan Zheng Triple: [Yunnan Military Academy, notableAlumnus, Tan Zheng]
Generated description
Tan Zheng was a prominent Chinese Communist military leader and political commissar who played a key role in the development of the People’s Liberation Army’s political work system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tan Zheng Target entity description: Tan Zheng was a prominent Chinese Communist military leader and political commissar who played a key role in the development of the People’s Liberation Army’s political work system.
-
A.
Zhu Changhao
Zhu Changhao was a Ming dynasty imperial prince, known primarily as one of the sons of the Wanli Emperor of China.
-
B.
Zhu Chen
Zhu Chen is a Chinese-born Qatari chess grandmaster and former Women's World Chess Champion.
-
C.
Zhao Sheng
Zhao Sheng was a Chinese revolutionary associated with the Tongmenghui, the anti-Qing organization that helped pave the way for the 1911 Xinhai Revolution and the founding of the Republic of China.
-
D.
Zhou Lingzhao
Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
-
E.
Zhang Yue
Zhang Yue is a key member and prominent figure associated with the organization or group known as The B Team.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569cd03c8190927c596bedb45ac8 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea45c53908190af21d54dbf9550f0 |
completed | March 21, 2026, 1:59 p.m. |
| NEDg | Description generation | batch_69bea4d632f881909e621f5d11855f8b |
completed | March 21, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea547a08c8190ae74293c4a729ad2 |
completed | March 21, 2026, 2:03 p.m. |
Created at: March 12, 2026, 11:34 p.m.