Triple

T1837889
Position Surface form Disambiguated ID Type / Status
Subject Whampoa Military Academy E41106 entity
Predicate notableAlumnus P304 FINISHED
Object Chen Geng
Chen Geng was a prominent Chinese military commander and strategist who became a senior general in the People’s Liberation Army and played key roles in the Chinese Civil War and Korean War.
 E215118 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: Chen Geng | Statement: [Whampoa Military Academy, notableAlumnus, Chen Geng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chen Geng
Context triple: [Whampoa Military Academy, notableAlumnus, Chen Geng]
  • A. Liu Bocheng
    Liu Bocheng was a prominent Chinese Communist military commander and strategist who became one of the People's Liberation Army's ten founding marshals.
  • B. Xu Xiangqian
    Xu Xiangqian was a prominent Chinese Communist military leader and one of the Ten Marshals of the People’s Republic of China, noted for his key role in the Chinese Civil War and early PRC military development.
  • C. Peng Dehuai
    Peng Dehuai was a prominent Chinese Communist military leader and defense minister best known for commanding Chinese forces during the Korean War and later being purged during the Cultural Revolution.
  • D. Zhang Zhizhong
    Zhang Zhizhong was a prominent Chinese Nationalist general and politician known for his key military role in the early stages of the Second Sino-Japanese War and later efforts at political mediation in Republican China.
  • E. Zhu De
    Zhu De was a prominent Chinese Communist military leader and revolutionary who co-founded and commanded the Red Army, playing a key role in the Chinese Civil War and the establishment of the People’s Republic 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: Chen Geng
Triple: [Whampoa Military Academy, notableAlumnus, Chen Geng]
Generated description
Chen Geng was a prominent Chinese military commander and strategist who became a senior general in the People’s Liberation Army and played key roles in the Chinese Civil War and Korean War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chen Geng
Target entity description: Chen Geng was a prominent Chinese military commander and strategist who became a senior general in the People’s Liberation Army and played key roles in the Chinese Civil War and Korean War.
  • A. Liu Bocheng
    Liu Bocheng was a prominent Chinese Communist military commander and strategist who became one of the People's Liberation Army's ten founding marshals.
  • B. Xu Xiangqian
    Xu Xiangqian was a prominent Chinese Communist military leader and one of the Ten Marshals of the People’s Republic of China, noted for his key role in the Chinese Civil War and early PRC military development.
  • C. Peng Dehuai
    Peng Dehuai was a prominent Chinese Communist military leader and defense minister best known for commanding Chinese forces during the Korean War and later being purged during the Cultural Revolution.
  • D. Zhang Zhizhong
    Zhang Zhizhong was a prominent Chinese Nationalist general and politician known for his key military role in the early stages of the Second Sino-Japanese War and later efforts at political mediation in Republican China.
  • E. Zhu De
    Zhu De was a prominent Chinese Communist military leader and revolutionary who co-founded and commanded the Red Army, playing a key role in the Chinese Civil War and the establishment of the People’s Republic 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_69a88647f9388190909bc36e795bdaec completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0380a4c81909a2ad0bfd97c884a completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3c5acb88190aef46483b3318431 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf4a146988190aac81580839b1bd5 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf4f7c908819089ccdc881af10da9 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:33 p.m.