Triple
T4469226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Luo Zhonghuo
Luo Zhonghuo was a Chinese military figure and graduate of the Yunnan Military Academy who became notable for his role in early 20th-century Chinese military and political affairs.
|
E498978
|
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: Luo Zhonghuo | Statement: [Yunnan Military Academy, notableAlumnus, Luo Zhonghuo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo Zhonghuo Context triple: [Yunnan Military Academy, notableAlumnus, Luo Zhonghuo]
-
A.
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.
-
B.
Sun Lianzhong
Sun Lianzhong was a Nationalist Chinese general noted for his leadership in key battles against Japanese forces during the Second Sino-Japanese War.
-
C.
Luo Peijin
Luo Peijin was a Chinese military officer and notable graduate of the Yunnan Military Academy who played a role in early 20th-century Chinese military and political affairs.
-
D.
Luo Ping
Luo Ping was an 18th-century Chinese painter of the Qing dynasty, renowned for his imaginative and eerie ghost-themed works and association with the Yangzhou school.
-
E.
Zhu Zhanyong
Zhu Zhanyong was a Ming dynasty imperial prince, known primarily as a son of the Hongxi Emperor of China.
- 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: Luo Zhonghuo Triple: [Yunnan Military Academy, notableAlumnus, Luo Zhonghuo]
Generated description
Luo Zhonghuo was a Chinese military figure and graduate of the Yunnan Military Academy who became notable for his role in early 20th-century Chinese military and political affairs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luo Zhonghuo Target entity description: Luo Zhonghuo was a Chinese military figure and graduate of the Yunnan Military Academy who became notable for his role in early 20th-century Chinese military and political affairs.
-
A.
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.
-
B.
Sun Lianzhong
Sun Lianzhong was a Nationalist Chinese general noted for his leadership in key battles against Japanese forces during the Second Sino-Japanese War.
-
C.
Luo Peijin
Luo Peijin was a Chinese military officer and notable graduate of the Yunnan Military Academy who played a role in early 20th-century Chinese military and political affairs.
-
D.
Luo Ping
Luo Ping was an 18th-century Chinese painter of the Qing dynasty, renowned for his imaginative and eerie ghost-themed works and association with the Yangzhou school.
-
E.
Zhu Zhanyong
Zhu Zhanyong was a Ming dynasty imperial prince, known primarily as a son of the Hongxi Emperor of China.
- 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_69bed8f8a8a08190b403b8c3caf20009 |
completed | March 21, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_69bed9c4bd98819089c9d656379a959d |
completed | March 21, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda1519348190a09e01ce4464bccc |
completed | March 21, 2026, 5:49 p.m. |
Created at: March 12, 2026, 11:34 p.m.