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.