Triple

T19092211
Position Surface form Disambiguated ID Type / Status
Subject Andy Lau E467315 entity
Predicate birthName P65 FINISHED
Object Lau Tak-wah
Lau Tak-wah is the birth name of Andy Lau, a hugely influential Hong Kong actor, singer, and film producer often regarded as one of the most successful stars in the Chinese entertainment industry.
E1358010 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 Tak-wah | Statement: [Andy Lau, birthName, Lau Tak-wah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lau Tak-wah
Context triple: [Andy Lau, birthName, Lau Tak-wah]
  • A. Leung Chai-yan
    Leung Chai-yan is the daughter of former Hong Kong Chief Executive Leung Chun-ying, known locally for her outspoken social media presence and occasional public controversies.
  • B. Chan Yik-shun
    Chan Yik-shun is the birth name of Eason Chan, a highly acclaimed Hong Kong singer and actor regarded as one of the leading figures in contemporary Cantopop.
  • C. Chow Kwok-ping
    Chow Kwok-ping is an individual notable for bearing the surname Chow, though specific widely recognized public details about his life or achievements are not well documented.
  • D. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • E. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • 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 Tak-wah
Triple: [Andy Lau, birthName, Lau Tak-wah]
Generated description
Lau Tak-wah is the birth name of Andy Lau, a hugely influential Hong Kong actor, singer, and film producer often regarded as one of the most successful stars in the Chinese entertainment industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lau Tak-wah
Target entity description: Lau Tak-wah is the birth name of Andy Lau, a hugely influential Hong Kong actor, singer, and film producer often regarded as one of the most successful stars in the Chinese entertainment industry.
  • A. Leung Chai-yan
    Leung Chai-yan is the daughter of former Hong Kong Chief Executive Leung Chun-ying, known locally for her outspoken social media presence and occasional public controversies.
  • B. Chan Yik-shun
    Chan Yik-shun is the birth name of Eason Chan, a highly acclaimed Hong Kong singer and actor regarded as one of the leading figures in contemporary Cantopop.
  • C. Chow Kwok-ping
    Chow Kwok-ping is an individual notable for bearing the surname Chow, though specific widely recognized public details about his life or achievements are not well documented.
  • D. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • E. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34c22a08190bf34f92f727268c5 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd94ce2881909c7487971ddfe44d completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05e0c9bf4c8190b748a768198d09d1 completed May 14, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_6a05e147a9848190a3d0503fad7354b9 completed May 14, 2026, 2:50 p.m.
Created at: April 10, 2026, 12:04 p.m.