Triple

T22767594
Position Surface form Disambiguated ID Type / Status
Subject Legacy of Rage E563169 entity
Predicate screenwriter P2831 FINISHED
Object Leung Yiu-ming
Leung Yiu-ming is a Hong Kong screenwriter best known for his work on action cinema, including the 1986 film "Legacy of Rage" starring Brandon Lee.
E1553437 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: Leung Yiu-ming | Statement: [Legacy of Rage, screenwriter, Leung Yiu-ming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leung Yiu-ming
Context triple: [Legacy of Rage, screenwriter, Leung Yiu-ming]
  • A. Lau Kin-ming
    Lau Kin-ming is a central character in the Hong Kong crime thriller "Infernal Affairs," portrayed as a triad mole who infiltrates the police force while struggling with his divided loyalties and identity.
  • B. Dominic Leung
    Dominic Leung is a music video director known for directing the video for Coldplay's song "Clocks."
  • C. Lau Ching-wan
    Lau Ching-wan is a acclaimed Hong Kong actor known for his versatile performances in both commercial and arthouse films, often praised for his intense, naturalistic acting style.
  • D. Tony Leung Chiu-wai
    Tony Leung Chiu-wai is an acclaimed Hong Kong actor renowned for his nuanced performances in films by directors like Wong Kar-wai and for being one of Asian cinema’s most respected leading men.
  • E. Zhang Hanyu
    Zhang Hanyu is a Chinese actor known for his powerful performances in films such as "Assembly" and "The Taking of Tiger Mountain."
  • 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: Leung Yiu-ming
Triple: [Legacy of Rage, screenwriter, Leung Yiu-ming]
Generated description
Leung Yiu-ming is a Hong Kong screenwriter best known for his work on action cinema, including the 1986 film "Legacy of Rage" starring Brandon Lee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leung Yiu-ming
Target entity description: Leung Yiu-ming is a Hong Kong screenwriter best known for his work on action cinema, including the 1986 film "Legacy of Rage" starring Brandon Lee.
  • A. Lau Kin-ming
    Lau Kin-ming is a central character in the Hong Kong crime thriller "Infernal Affairs," portrayed as a triad mole who infiltrates the police force while struggling with his divided loyalties and identity.
  • B. Dominic Leung
    Dominic Leung is a music video director known for directing the video for Coldplay's song "Clocks."
  • C. Lau Ching-wan
    Lau Ching-wan is a acclaimed Hong Kong actor known for his versatile performances in both commercial and arthouse films, often praised for his intense, naturalistic acting style.
  • D. Tony Leung Chiu-wai
    Tony Leung Chiu-wai is an acclaimed Hong Kong actor renowned for his nuanced performances in films by directors like Wong Kar-wai and for being one of Asian cinema’s most respected leading men.
  • E. Zhang Hanyu
    Zhang Hanyu is a Chinese actor known for his powerful performances in films such as "Assembly" and "The Taking of Tiger Mountain."
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17a81d3348190b005a43a5e03d406 completed April 29, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b981f3a1c819083a7d498290af751 completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98d159688190a5ec037ee8692f33 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99b6e7e88190995319351374f97c completed May 18, 2026, 10:59 p.m.
Created at: April 17, 2026, 3:27 p.m.