Triple

T5559747
Position Surface form Disambiguated ID Type / Status
Subject Sino-French War E145734 entity
Predicate commander P1061 FINISHED
Object Liu Yongfu
Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
E532296 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 Yongfu | Statement: [Sino-French War, commander, Liu Yongfu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liu Yongfu
Context triple: [Sino-French War, commander, Liu Yongfu]
  • A. Peng Pai
    Peng Pai was an influential early 20th-century Chinese communist leader and pioneer of the peasant movement in China.
  • B. Zeng Chenggong
    Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
  • C. Luo Ronghuan
    Luo Ronghuan was a prominent Chinese Communist military leader and political figure who became one of the ten marshals of the People's Republic of China.
  • D. Zuo Zongtang
    Zuo Zongtang was a prominent late Qing dynasty statesman and military leader best known for his role in modernizing China’s military and suppressing major rebellions during the Self-Strengthening Movement.
  • E. Chen Xizeng
    Chen Xizeng was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in 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 Yongfu
Triple: [Sino-French War, commander, Liu Yongfu]
Generated description
Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liu Yongfu
Target entity description: Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
  • A. Peng Pai
    Peng Pai was an influential early 20th-century Chinese communist leader and pioneer of the peasant movement in China.
  • B. Zeng Chenggong
    Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
  • C. Luo Ronghuan
    Luo Ronghuan was a prominent Chinese Communist military leader and political figure who became one of the ten marshals of the People's Republic of China.
  • D. Zuo Zongtang
    Zuo Zongtang was a prominent late Qing dynasty statesman and military leader best known for his role in modernizing China’s military and suppressing major rebellions during the Self-Strengthening Movement.
  • E. Chen Xizeng
    Chen Xizeng was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020167afc8190b0c518907cd0d99b completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028424ddc8190869b530a8eb43f50 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0349f64c0819083b39d8b7960a393 completed March 22, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69c0354e95808190b4386e2796291dba completed March 22, 2026, 6:30 p.m.
Created at: March 22, 2026, 3:36 p.m.