Triple

T16635370
Position Surface form Disambiguated ID Type / Status
Subject Eat a Bowl of Tea E404183 entity
Predicate castMember P1668 FINISHED
Object Lau Siu-Ming
Lau Siu-Ming is a Hong Kong actor known for his character roles in film and television, including appearances in both local and international productions.
E1224180 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: Lau Siu-Ming | Statement: [Eat a Bowl of Tea, castMember, Lau Siu-Ming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lau Siu-Ming
Context triple: [Eat a Bowl of Tea, castMember, Lau Siu-Ming]
  • A. Chow Kwai Lam
    Chow Kwai Lam was a Malaysian football coach and former player known for managing several prominent Malaysian clubs and contributing significantly to the development of local football.
  • B. Yu Lik-wai
    Yu Lik-wai is a Hong Kong cinematographer and film director best known for his long-time collaboration with Chinese auteur Jia Zhangke on critically acclaimed art-house films.
  • C. Chow Kwok-kin
    Chow Kwok-kin is a Hong Kong wushu athlete known for his competitive achievements in Chinese martial arts.
  • D. Chow Cheung-fai
    Chow Cheung-fai is a Hong Kong figure known primarily as an alumnus of the prestigious Queen's College secondary school.
  • E. Chow Kwok-fai
    Chow Kwok-fai is a notable individual who carries the surname Chow, recognized for achievements significant enough to be distinctly recorded under this name.
  • 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: Lau Siu-Ming
Triple: [Eat a Bowl of Tea, castMember, Lau Siu-Ming]
Generated description
Lau Siu-Ming is a Hong Kong actor known for his character roles in film and television, including appearances in both local and international productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lau Siu-Ming
Target entity description: Lau Siu-Ming is a Hong Kong actor known for his character roles in film and television, including appearances in both local and international productions.
  • A. Chow Kwai Lam
    Chow Kwai Lam was a Malaysian football coach and former player known for managing several prominent Malaysian clubs and contributing significantly to the development of local football.
  • B. Yu Lik-wai
    Yu Lik-wai is a Hong Kong cinematographer and film director best known for his long-time collaboration with Chinese auteur Jia Zhangke on critically acclaimed art-house films.
  • C. Chow Kwok-kin
    Chow Kwok-kin is a Hong Kong wushu athlete known for his competitive achievements in Chinese martial arts.
  • D. Chow Cheung-fai
    Chow Cheung-fai is a Hong Kong figure known primarily as an alumnus of the prestigious Queen's College secondary school.
  • E. Chow Kwok-fai
    Chow Kwok-fai is a notable individual who carries the surname Chow, recognized for achievements significant enough to be distinctly recorded under this name.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378e999d48190bff680040dbc883d completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dc05bd881909c6b2e0d95622aa1 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e1909b88190ad2587b5d5433e2e completed May 10, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_6a007eda229c8190a6b99400141cf0b6 completed May 10, 2026, 12:49 p.m.
Created at: April 10, 2026, 5:17 a.m.