Triple
T4469269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Yang Chengwu
Yang Chengwu was a prominent Chinese military leader and general in the People’s Liberation Army who played key roles in the Chinese Civil War and early PRC military development.
|
E525604
|
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: Yang Chengwu | Statement: [Yunnan Military Academy, notableAlumnus, Yang Chengwu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yang Chengwu Context triple: [Yunnan Military Academy, notableAlumnus, Yang Chengwu]
-
A.
Huang Kecheng
Huang Kecheng was a prominent Chinese Communist military leader and political figure who played key roles in the Chinese Civil War and later served in senior positions in the People’s Liberation Army and the government.
-
B.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
-
C.
Li Dongsheng
Li Dongsheng is a prominent Chinese business executive best known as the founder and chairman of the electronics company TCL Corporation.
-
D.
Wu Jianxiong
Wu Jianxiong, better known as Chien-Shiung Wu, was a pioneering Chinese-American experimental physicist whose groundbreaking work on beta decay and the violation of parity conservation earned her the nickname "the First Lady of Physics."
-
E.
Zhu Changluo
Zhu Changluo, better known by his temple name the Taichang Emperor, was a Ming dynasty emperor of China whose brief reign in 1620 was marked by political intrigue and a sudden, controversial death.
- 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: Yang Chengwu Triple: [Yunnan Military Academy, notableAlumnus, Yang Chengwu]
Generated description
Yang Chengwu was a prominent Chinese military leader and general in the People’s Liberation Army who played key roles in the Chinese Civil War and early PRC military development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yang Chengwu Target entity description: Yang Chengwu was a prominent Chinese military leader and general in the People’s Liberation Army who played key roles in the Chinese Civil War and early PRC military development.
-
A.
Huang Kecheng
Huang Kecheng was a prominent Chinese Communist military leader and political figure who played key roles in the Chinese Civil War and later served in senior positions in the People’s Liberation Army and the government.
-
B.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
-
C.
Li Dongsheng
Li Dongsheng is a prominent Chinese business executive best known as the founder and chairman of the electronics company TCL Corporation.
-
D.
Wu Jianxiong
Wu Jianxiong, better known as Chien-Shiung Wu, was a pioneering Chinese-American experimental physicist whose groundbreaking work on beta decay and the violation of parity conservation earned her the nickname "the First Lady of Physics."
-
E.
Zhu Changluo
Zhu Changluo, better known by his temple name the Taichang Emperor, was a Ming dynasty emperor of China whose brief reign in 1620 was marked by political intrigue and a sudden, controversial death.
- 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_69bf953024f88190abca4affb92eca13 |
completed | March 22, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69bf959d89f481908805f8c0cd5f18b3 |
completed | March 22, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf95ef77b48190907c836fbc524f19 |
completed | March 22, 2026, 7:10 a.m. |
Created at: March 12, 2026, 11:34 p.m.