Triple
T4469232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Pan Wenhua
Pan Wenhua was a Chinese military officer and general active during the Republican era, known for his service in regional armies and his role in early 20th-century Chinese military affairs.
|
E507089
|
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: Pan Wenhua | Statement: [Yunnan Military Academy, notableAlumnus, Pan Wenhua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pan Wenhua Context triple: [Yunnan Military Academy, notableAlumnus, Pan Wenhua]
-
A.
Peng Xiaolian
Peng Xiaolian was a prominent Chinese film director and screenwriter known for her nuanced portrayals of women's lives and Shanghai's urban culture.
-
B.
Peng Huanwu
Peng Huanwu was a prominent Chinese theoretical physicist known for his contributions to nuclear and particle physics and for helping advance modern physics research in China.
-
C.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
-
D.
Gao Wei
Gao Wei was the last emperor of the Northern Qi dynasty in China, whose ineffective rule and court decadence contributed to the rapid downfall of his state.
-
E.
Bo Gu
Bo Gu was a prominent early Chinese Communist leader who studied in the Soviet Union and briefly served as the Party’s de facto top leader in the early 1930s.
- 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: Pan Wenhua Triple: [Yunnan Military Academy, notableAlumnus, Pan Wenhua]
Generated description
Pan Wenhua was a Chinese military officer and general active during the Republican era, known for his service in regional armies and his role in early 20th-century Chinese military affairs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pan Wenhua Target entity description: Pan Wenhua was a Chinese military officer and general active during the Republican era, known for his service in regional armies and his role in early 20th-century Chinese military affairs.
-
A.
Peng Xiaolian
Peng Xiaolian was a prominent Chinese film director and screenwriter known for her nuanced portrayals of women's lives and Shanghai's urban culture.
-
B.
Peng Huanwu
Peng Huanwu was a prominent Chinese theoretical physicist known for his contributions to nuclear and particle physics and for helping advance modern physics research in China.
-
C.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
-
D.
Gao Wei
Gao Wei was the last emperor of the Northern Qi dynasty in China, whose ineffective rule and court decadence contributed to the rapid downfall of his state.
-
E.
Bo Gu
Bo Gu was a prominent early Chinese Communist leader who studied in the Soviet Union and briefly served as the Party’s de facto top leader in the early 1930s.
- 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_69befe41822c8190b406c192170af3d1 |
completed | March 21, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69beff4322308190b252820e7213f05e |
completed | March 21, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beffe02d208190b857d6aaa4d85dae |
completed | March 21, 2026, 8:30 p.m. |
Created at: March 12, 2026, 11:34 p.m.