Triple

T12425635
Position Surface form Disambiguated ID Type / Status
Subject Expend4bles E296890 entity
Predicate hasCastMember P2308 FINISHED
Object Kenny Wong Yiu-Fai
Kenny Wong Yiu-Fai is a Hong Kong actor known for his supporting roles in action and crime films, including a part in the ensemble action movie "Expend4bles."
E1000674 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: Kenny Wong Yiu-Fai | Statement: [Expend4bles, hasCastMember, Kenny Wong Yiu-Fai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenny Wong Yiu-Fai
Context triple: [Expend4bles, hasCastMember, Kenny Wong Yiu-Fai]
  • A. Chow Shiu-hung
    Chow Shiu-hung is an individual notable for bearing the Chinese surname Chow, recognized in records of people with this family name.
  • B. Kar Wai Wong
    Kar Wai Wong is an acclaimed Hong Kong filmmaker known for his visually poetic, emotionally resonant films such as "In the Mood for Love" and "Chungking Express."
  • C. Yam Kim-fai
    Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
  • D. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • E. Yuen Woo-ping
    Yuen Woo-ping is a renowned Hong Kong martial arts choreographer and film director best known for his influential action work in classics like "Drunken Master," "The Matrix" trilogy, and "Crouching Tiger, Hidden Dragon."
  • 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: Kenny Wong Yiu-Fai
Triple: [Expend4bles, hasCastMember, Kenny Wong Yiu-Fai]
Generated description
Kenny Wong Yiu-Fai is a Hong Kong actor known for his supporting roles in action and crime films, including a part in the ensemble action movie "Expend4bles."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenny Wong Yiu-Fai
Target entity description: Kenny Wong Yiu-Fai is a Hong Kong actor known for his supporting roles in action and crime films, including a part in the ensemble action movie "Expend4bles."
  • A. Chow Shiu-hung
    Chow Shiu-hung is an individual notable for bearing the Chinese surname Chow, recognized in records of people with this family name.
  • B. Kar Wai Wong
    Kar Wai Wong is an acclaimed Hong Kong filmmaker known for his visually poetic, emotionally resonant films such as "In the Mood for Love" and "Chungking Express."
  • C. Yam Kim-fai
    Yam Kim-fai was a legendary Cantonese opera star renowned for her charismatic male "sheng" roles and lasting influence on Hong Kong’s performing arts.
  • D. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • E. Yuen Woo-ping
    Yuen Woo-ping is a renowned Hong Kong martial arts choreographer and film director best known for his influential action work in classics like "Drunken Master," "The Matrix" trilogy, and "Crouching Tiger, Hidden Dragon."
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7b6bd08190b30beba393a5b1e7 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c66449081909484b945b6b97643 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67ebf53e08190beffaef7903adbd4 completed May 2, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f67f3993b481909b5de1c9873945a2 completed May 2, 2026, 10:48 p.m.
Created at: April 8, 2026, 9:55 p.m.