Triple
T4469217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Liu Wenhui
Liu Wenhui was a Chinese warlord and Kuomintang general who controlled parts of Sichuan during the Republican era.
|
E492277
|
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: Liu Wenhui | Statement: [Yunnan Military Academy, notableAlumnus, Liu Wenhui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Wenhui Context triple: [Yunnan Military Academy, notableAlumnus, Liu Wenhui]
-
A.
Liu Jian
Liu Jian was a prominent Ming dynasty statesman and grand secretary who played a key role in government during the reign of the Hongzhi Emperor.
-
B.
Zhu Jianhua
Zhu Jianhua is a former Chinese high jumper who set multiple world records in the 1980s and won a bronze medal at the 1984 Los Angeles Olympic Games.
-
C.
Wan Fulin
Wan Fulin was a prominent Chinese warlord and military commander from Northeast China who played a significant role in regional politics and resistance against Japanese aggression during the Republican era.
-
D.
Zhang Wenqi
Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
-
E.
Jin Liqun
Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
- 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: Liu Wenhui Triple: [Yunnan Military Academy, notableAlumnus, Liu Wenhui]
Generated description
Liu Wenhui was a Chinese warlord and Kuomintang general who controlled parts of Sichuan during the Republican era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Wenhui Target entity description: Liu Wenhui was a Chinese warlord and Kuomintang general who controlled parts of Sichuan during the Republican era.
-
A.
Liu Jian
Liu Jian was a prominent Ming dynasty statesman and grand secretary who played a key role in government during the reign of the Hongzhi Emperor.
-
B.
Zhu Jianhua
Zhu Jianhua is a former Chinese high jumper who set multiple world records in the 1980s and won a bronze medal at the 1984 Los Angeles Olympic Games.
-
C.
Wan Fulin
Wan Fulin was a prominent Chinese warlord and military commander from Northeast China who played a significant role in regional politics and resistance against Japanese aggression during the Republican era.
-
D.
Zhang Wenqi
Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
-
E.
Jin Liqun
Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
- 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_69beb0bc858c8190b70709f5ed743ee6 |
completed | March 21, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69beb29b48cc8190a91e2eee7582a535 |
completed | March 21, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb3635d508190bdec99a1a9202f50 |
completed | March 21, 2026, 3:04 p.m. |
Created at: March 12, 2026, 11:34 p.m.