Triple

T13736249
Position Surface form Disambiguated ID Type / Status
Subject Five Deadly Venoms E329953 entity
Predicate starring P1507 FINISHED
Object Philip Kwok
Philip Kwok is a Hong Kong martial arts actor and stuntman best known as a member of the Venom Mob in classic Shaw Brothers kung fu films.
 E1061646 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: Philip Kwok | Statement: [Five Deadly Venoms, starring, Philip Kwok]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philip Kwok
Context triple: [Five Deadly Venoms, starring, Philip Kwok]
  • A. 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.
  • B. Herbert Tsangtse Kwouk
    Herbert Tsangtse Kwouk was a British actor best known for his role as Cato Fong in the Pink Panther film series.
  • C. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • D. Donald Tsang
    Donald Tsang is a Hong Kong politician who served as the second Chief Executive of Hong Kong from 2005 to 2012.
  • 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: Philip Kwok
Triple: [Five Deadly Venoms, starring, Philip Kwok]
Generated description
Philip Kwok is a Hong Kong martial arts actor and stuntman best known as a member of the Venom Mob in classic Shaw Brothers kung fu films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philip Kwok
Target entity description: Philip Kwok is a Hong Kong martial arts actor and stuntman best known as a member of the Venom Mob in classic Shaw Brothers kung fu films.
  • A. 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.
  • B. Herbert Tsangtse Kwouk
    Herbert Tsangtse Kwouk was a British actor best known for his role as Cato Fong in the Pink Panther film series.
  • C. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • D. Donald Tsang
    Donald Tsang is a Hong Kong politician who served as the second Chief Executive of Hong Kong from 2005 to 2012.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de020351fc8190a554a48c552e83b5 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b06b7d1481909a318086d76d3af0 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b11b824881909ed068c7d608d956 completed May 3, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e0ab948190a046a68aa5e029a6 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 9:55 p.m.