Triple

T5690616
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong cinema E125418 entity
Predicate notableDirector P4744 FINISHED
Object Stephen Chow
Stephen Chow is a renowned Hong Kong filmmaker, actor, and comedian best known for his wildly popular mo lei tau (nonsense) comedies and internationally acclaimed films like "Shaolin Soccer" and "Kung Fu Hustle."
E544103 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: Stephen Chow | Statement: [Hong Kong cinema, notableDirector, Stephen Chow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Chow
Context triple: [Hong Kong cinema, notableDirector, Stephen Chow]
  • A. Jackie Chan
    Jackie Chan is a Hong Kong martial artist, actor, stuntman, and filmmaker renowned worldwide for his acrobatic fighting style, innovative stunts, and blend of action and comedy in films.
  • B. Sammo Hung Kam-bo
    Sammo Hung Kam-bo is a renowned Hong Kong actor, martial artist, director, and action choreographer known for his influential work in martial arts cinema and collaborations with Jackie Chan.
  • C. Yuen Biao
    Yuen Biao is a Hong Kong martial artist and actor best known for his acrobatic kung fu performances and frequent collaborations with Jackie Chan and Sammo Hung in classic action films.
  • D. Gordon Liu
    Gordon Liu is a renowned Hong Kong martial arts actor and kung fu film star, best known for classics like "The 36th Chamber of Shaolin" and his roles in Quentin Tarantino's "Kill Bill" films.
  • E. Yam Kim-fai
    Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
  • 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: Stephen Chow
Triple: [Hong Kong cinema, notableDirector, Stephen Chow]
Generated description
Stephen Chow is a renowned Hong Kong filmmaker, actor, and comedian best known for his wildly popular mo lei tau (nonsense) comedies and internationally acclaimed films like "Shaolin Soccer" and "Kung Fu Hustle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Chow
Target entity description: Stephen Chow is a renowned Hong Kong filmmaker, actor, and comedian best known for his wildly popular mo lei tau (nonsense) comedies and internationally acclaimed films like "Shaolin Soccer" and "Kung Fu Hustle."
  • A. Jackie Chan
    Jackie Chan is a Hong Kong martial artist, actor, stuntman, and filmmaker renowned worldwide for his acrobatic fighting style, innovative stunts, and blend of action and comedy in films.
  • B. Sammo Hung Kam-bo
    Sammo Hung Kam-bo is a renowned Hong Kong actor, martial artist, director, and action choreographer known for his influential work in martial arts cinema and collaborations with Jackie Chan.
  • C. Yuen Biao
    Yuen Biao is a Hong Kong martial artist and actor best known for his acrobatic kung fu performances and frequent collaborations with Jackie Chan and Sammo Hung in classic action films.
  • D. Gordon Liu
    Gordon Liu is a renowned Hong Kong martial arts actor and kung fu film star, best known for classics like "The 36th Chamber of Shaolin" and his roles in Quentin Tarantino's "Kill Bill" films.
  • E. Yam Kim-fai
    Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e340a08190b6175fad3e9a32b6 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:44 p.m.