Triple

T4469281
Position Surface form Disambiguated ID Type / Status
Subject Yunnan Military Academy E98453 entity
Predicate notableAlumnus P304 FINISHED
Object Liao Hansheng
Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
E526155 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: Liao Hansheng | Statement: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liao Hansheng
Context triple: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
  • A. Liu Xianshi
    Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
  • B. Huang Xiansheng
    Huang Xiansheng was a Chinese military figure and graduate of the Yunnan Military Academy, an institution known for training many influential officers in modern Chinese history.
  • C. Liang Rengong
    Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
  • D. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • E. Jin Liqun
    Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
  • 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: Liao Hansheng
Triple: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
Generated description
Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liao Hansheng
Target entity description: Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
  • A. Liu Xianshi
    Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
  • B. Huang Xiansheng
    Huang Xiansheng was a Chinese military figure and graduate of the Yunnan Military Academy, an institution known for training many influential officers in modern Chinese history.
  • C. Liang Rengong
    Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
  • D. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • E. Jin Liqun
    Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
  • 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_69bfaf26c0e481909f54973d30da3ef4 completed March 22, 2026, 8:58 a.m.
NEDg Description generation batch_69bfafef20008190889d9f90a91314b9 completed March 22, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69bfb037ea9c819094e14419ec060018 completed March 22, 2026, 9:02 a.m.
Created at: March 12, 2026, 11:34 p.m.