Triple

T4469229
Position Surface form Disambiguated ID Type / Status
Subject Yunnan Military Academy E98453 entity
Predicate notableAlumnus P304 FINISHED
Object Liu Cunhou
Liu Cunhou was a Chinese military officer and warlord associated with the Yunnan clique during the early Republican era.
E503156 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: Liu Cunhou | Statement: [Yunnan Military Academy, notableAlumnus, Liu Cunhou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liu Cunhou
Context triple: [Yunnan Military Academy, notableAlumnus, Liu Cunhou]
  • A. Liang Juhao
    Liang Juhao was a military commander known for leading forces in the Battle of Toungoo during the conflicts between Chinese and Burmese forces in the mid-20th century.
  • B. Bai Xianyong
    Bai Xianyong is a prominent Chinese-American writer and scholar best known for his modernist fiction and influential short story collection "Taipei People."
  • C. 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.
  • D. Liu Tsong
    Liu Tsong, better known by her stage name Anna May Wong, was a pioneering Chinese American film actress and the first major Asian American movie star in Hollywood.
  • E. Zhu Jianshen
    Zhu Jianshen, better known as the Chenghua Emperor, was a Ming dynasty ruler whose long reign saw both cultural flourishing and increasing court corruption in 15th-century 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: Liu Cunhou
Triple: [Yunnan Military Academy, notableAlumnus, Liu Cunhou]
Generated description
Liu Cunhou was a Chinese military officer and warlord associated with the Yunnan clique during the early Republican era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liu Cunhou
Target entity description: Liu Cunhou was a Chinese military officer and warlord associated with the Yunnan clique during the early Republican era.
  • A. Liang Juhao
    Liang Juhao was a military commander known for leading forces in the Battle of Toungoo during the conflicts between Chinese and Burmese forces in the mid-20th century.
  • B. Bai Xianyong
    Bai Xianyong is a prominent Chinese-American writer and scholar best known for his modernist fiction and influential short story collection "Taipei People."
  • C. 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.
  • D. Liu Tsong
    Liu Tsong, better known by her stage name Anna May Wong, was a pioneering Chinese American film actress and the first major Asian American movie star in Hollywood.
  • E. Zhu Jianshen
    Zhu Jianshen, better known as the Chenghua Emperor, was a Ming dynasty ruler whose long reign saw both cultural flourishing and increasing court corruption in 15th-century 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_69beef7bd5048190b19be461683c864c completed March 21, 2026, 7:20 p.m.
NEDg Description generation batch_69bef05ed6188190a86ec2a3bebd21dc completed March 21, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69bef0e41b508190baca5e15efb65ee9 completed March 21, 2026, 7:26 p.m.
Created at: March 12, 2026, 11:34 p.m.