Triple

T11054036
Position Surface form Disambiguated ID Type / Status
Subject Chow E261327 entity
Predicate hasNotableBearer P458 FINISHED
Object Chow Kwok-hung
Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
E924008 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-hung | Statement: [Chow, hasNotableBearer, Chow Kwok-hung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chow Kwok-hung
Context triple: [Chow, hasNotableBearer, Chow Kwok-hung]
  • A. 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.
  • B. Chow Wai-keung
    Chow Wai-keung is a person notable enough to be specifically distinguished among individuals with the surname Chow, though detailed public information about him is limited.
  • C. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • D. Chow Hang-tung
    Chow Hang-tung is a Hong Kong human rights lawyer and pro-democracy activist known for her leadership role in organizing Tiananmen Square vigil commemorations and her subsequent political prosecutions.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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-hung
Triple: [Chow, hasNotableBearer, Chow Kwok-hung]
Generated description
Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chow Kwok-hung
Target entity description: Chow Kwok-hung is a Hong Kong politician known for his involvement in local governance and public affairs.
  • A. 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.
  • B. Chow Wai-keung
    Chow Wai-keung is a person notable enough to be specifically distinguished among individuals with the surname Chow, though detailed public information about him is limited.
  • C. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • D. Chow Hang-tung
    Chow Hang-tung is a Hong Kong human rights lawyer and pro-democracy activist known for her leadership role in organizing Tiananmen Square vigil commemorations and her subsequent political prosecutions.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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_69e5b76fa8348190bb42f1c71eb0e545 completed April 20, 2026, 5:19 a.m.
NEDg Description generation batch_69e5bb5d6e0c8190933cd3d6e83c24a2 completed April 20, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69e5c29d7b608190ae79bb8318211547 completed April 20, 2026, 6:07 a.m.
Created at: April 8, 2026, 9:26 p.m.