Triple

T9802129
Position Surface form Disambiguated ID Type / Status
Subject John Woo E237863 entity
Predicate birthName P65 FINISHED
Object Wu Yu-sen
Wu Yu-sen is the birth name of John Woo, the influential Hong Kong film director known for his stylized action cinema and "heroic bloodshed" genre.
 E838741 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: Wu Yu-sen | Statement: [John Woo, birthName, Wu Yu-sen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wu Yu-sen
Context triple: [John Woo, birthName, Wu Yu-sen]
  • A. Hau Pei-tsun
    Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
  • B. Wen Yuansheng
    Wen Yuansheng is a Chinese entrepreneur best known for founding Sany Heavy Industry, one of the world’s leading construction machinery manufacturers.
  • C. Wu Jingyu
    Wu Jingyu is a Chinese taekwondo athlete and multiple-time Olympic gold medalist renowned as one of the sport’s most successful competitors.
  • D. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • E. Wu Ta-You
    Wu Ta-You was a prominent Chinese theoretical physicist often regarded as the father of modern Chinese physics.
  • 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: Wu Yu-sen
Triple: [John Woo, birthName, Wu Yu-sen]
Generated description
Wu Yu-sen is the birth name of John Woo, the influential Hong Kong film director known for his stylized action cinema and "heroic bloodshed" genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wu Yu-sen
Target entity description: Wu Yu-sen is the birth name of John Woo, the influential Hong Kong film director known for his stylized action cinema and "heroic bloodshed" genre.
  • A. Hau Pei-tsun
    Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
  • B. Wen Yuansheng
    Wen Yuansheng is a Chinese entrepreneur best known for founding Sany Heavy Industry, one of the world’s leading construction machinery manufacturers.
  • C. Wu Jingyu
    Wu Jingyu is a Chinese taekwondo athlete and multiple-time Olympic gold medalist renowned as one of the sport’s most successful competitors.
  • D. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • E. Wu Ta-You
    Wu Ta-You was a prominent Chinese theoretical physicist often regarded as the father of modern Chinese physics.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda62b41048190bcef70a7591830c6 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d299b0ed588190ae5fe6e87db668c7 completed April 5, 2026, 5:19 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:29 p.m.