Triple

T17025384
Position Surface form Disambiguated ID Type / Status
Subject Love Battlefield E413051 entity
Predicate director P255 FINISHED
Object Cheang Pou-soi
Cheang Pou-soi is a Hong Kong film director and screenwriter known for his dark, stylish thrillers and action films in the local industry.
 E1258844 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: Cheang Pou-soi | Statement: [Love Battlefield, director, Cheang Pou-soi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheang Pou-soi
Context triple: [Love Battlefield, director, Cheang Pou-soi]
  • A. Chow Yei Ching
    Chow Yei Ching was a prominent Hong Kong businessman and philanthropist, best known as the founder and chairman of Chevalier Group.
  • B. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • C. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • D. Chow Chi-yuen
    Chow Chi-yuen is a person bearing the Chinese surname Chow, about whom only limited public information is readily available.
  • E. Kwok Yuen Ho
    Kwok Yuen Ho is a technology entrepreneur best known as the co-founder and early leader of ATI Technologies, a pioneering company in the graphics processing industry.
  • 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: Cheang Pou-soi
Triple: [Love Battlefield, director, Cheang Pou-soi]
Generated description
Cheang Pou-soi is a Hong Kong film director and screenwriter known for his dark, stylish thrillers and action films in the local industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheang Pou-soi
Target entity description: Cheang Pou-soi is a Hong Kong film director and screenwriter known for his dark, stylish thrillers and action films in the local industry.
  • A. Chow Yei Ching
    Chow Yei Ching was a prominent Hong Kong businessman and philanthropist, best known as the founder and chairman of Chevalier Group.
  • B. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • C. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • D. Chow Chi-yuen
    Chow Chi-yuen is a person bearing the Chinese surname Chow, about whom only limited public information is readily available.
  • E. Kwok Yuen Ho
    Kwok Yuen Ho is a technology entrepreneur best known as the co-founder and early leader of ATI Technologies, a pioneering company in the graphics processing industry.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0170df4d1c81909dd05abfd1cfc2ac completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a0172a34194819094c290be86ec0e7e completed May 11, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_6a01732467408190b78c32296e20b55f completed May 11, 2026, 6:11 a.m.
Created at: April 10, 2026, 5:33 a.m.