Triple

T11054043
Position Surface form Disambiguated ID Type / Status
Subject Chow E261327 entity
Predicate hasNotableBearer P458 FINISHED
Object 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.
 E935137 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: Chow Kwok-fai | Statement: [Chow, hasNotableBearer, Chow Kwok-fai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chow Kwok-fai
Context triple: [Chow, hasNotableBearer, Chow Kwok-fai]
  • A. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • B. Chow Kwok-keung
    Chow Kwok-keung is a notable individual who bears the surname Chow, recognized for his distinct contributions or public presence associated with that family name.
  • C. Chow Kwok-lun
    Chow Kwok-lun is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about his life or achievements is limited.
  • D. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • E. Chow Kwok-hung
    Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
  • 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: Chow Kwok-fai
Triple: [Chow, hasNotableBearer, Chow Kwok-fai]
Generated description
Chow Kwok-fai is a notable individual who carries the surname Chow, recognized for achievements significant enough to be distinctly recorded under this name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chow Kwok-fai
Target entity description: Chow Kwok-fai is a notable individual who carries the surname Chow, recognized for achievements significant enough to be distinctly recorded under this name.
  • A. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • B. Chow Kwok-keung
    Chow Kwok-keung is a notable individual who bears the surname Chow, recognized for his distinct contributions or public presence associated with that family name.
  • C. Chow Kwok-lun
    Chow Kwok-lun is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about his life or achievements is limited.
  • D. Chow Kwok-yan
    Chow Kwok-yan is a person notable enough to be specifically distinguished among individuals with the surname Chow.
  • E. Chow Kwok-hung
    Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7986d49e0819096c9e96b2ea1b38b completed April 9, 2026, 12:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69e712e6288481908071e248a50209e0 completed April 21, 2026, 6:02 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: April 8, 2026, 9:26 p.m.