Triple
T4469263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Huang Yongsheng
Huang Yongsheng was a prominent Chinese military commander and general in the People’s Liberation Army who rose to high leadership positions during the early decades of the People’s Republic of China.
|
E445908
|
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: Huang Yongsheng | Statement: [Yunnan Military Academy, notableAlumnus, Huang Yongsheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huang Yongsheng Context triple: [Yunnan Military Academy, notableAlumnus, Huang Yongsheng]
-
A.
Huang Hua
Huang Hua was a prominent Chinese diplomat who played a key role in establishing the People’s Republic of China’s presence on the international stage in the 1970s.
-
B.
Wu Jianmin
Wu Jianmin was a prominent Chinese diplomat and former ambassador to France known for his influential role in shaping China’s foreign relations.
-
C.
Chen Yi
Chen Yi was a prominent Chinese Communist military commander and later a senior political leader who served as Foreign Minister of the People’s Republic of China.
-
D.
Huang Xingguo
Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
-
E.
Lin Liguo
Lin Liguo was a Chinese military officer and the son of Lin Biao, known for his alleged involvement in a failed coup attempt against Mao Zedong in the early 1970s.
- 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: Huang Yongsheng Triple: [Yunnan Military Academy, notableAlumnus, Huang Yongsheng]
Generated description
Huang Yongsheng was a prominent Chinese military commander and general in the People’s Liberation Army who rose to high leadership positions during the early decades of the People’s Republic of China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huang Yongsheng Target entity description: Huang Yongsheng was a prominent Chinese military commander and general in the People’s Liberation Army who rose to high leadership positions during the early decades of the People’s Republic of China.
-
A.
Huang Hua
Huang Hua was a prominent Chinese diplomat who played a key role in establishing the People’s Republic of China’s presence on the international stage in the 1970s.
-
B.
Wu Jianmin
Wu Jianmin was a prominent Chinese diplomat and former ambassador to France known for his influential role in shaping China’s foreign relations.
-
C.
Chen Yi
Chen Yi was a prominent Chinese Communist military commander and later a senior political leader who served as Foreign Minister of the People’s Republic of China.
-
D.
Huang Xingguo
Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
-
E.
Lin Liguo
Lin Liguo was a Chinese military officer and the son of Lin Biao, known for his alleged involvement in a failed coup attempt against Mao Zedong in the early 1970s.
- 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_69bd421ea32c8190b291d10873fcb9a6 |
completed | March 20, 2026, 12:48 p.m. |
| NEDg | Description generation | batch_69bd431c572c8190a59035a9b4a41112 |
completed | March 20, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd43ca589881908a6c6052353a0963 |
completed | March 20, 2026, 12:55 p.m. |
Created at: March 12, 2026, 11:34 p.m.