Triple

T8385010
Position Surface form Disambiguated ID Type / Status
Subject Infernal Affairs E197793 entity
Predicate starring P1507 FINISHED
Object Anthony Wong Chau-sang
Anthony Wong Chau-sang is a Hong Kong actor acclaimed for his versatile performances in crime thrillers and dramas, notably in the Infernal Affairs trilogy.
 E731781 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: Anthony Wong Chau-sang | Statement: [Infernal Affairs, starring, Anthony Wong Chau-sang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anthony Wong Chau-sang
Context triple: [Infernal Affairs, starring, Anthony Wong Chau-sang]
  • A. 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.
  • B. Chow Cheung-fai
    Chow Cheung-fai is a Hong Kong figure known primarily as an alumnus of the prestigious Queen's College secondary school.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Wu Tsing-fong
    Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
  • E. Wong Tung Jim
    Wong Tung Jim, better known as James Wong Howe, was a pioneering Chinese-American cinematographer renowned for his innovative camera techniques and influential work in classic Hollywood cinema.
  • 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: Anthony Wong Chau-sang
Triple: [Infernal Affairs, starring, Anthony Wong Chau-sang]
Generated description
Anthony Wong Chau-sang is a Hong Kong actor acclaimed for his versatile performances in crime thrillers and dramas, notably in the Infernal Affairs trilogy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anthony Wong Chau-sang
Target entity description: Anthony Wong Chau-sang is a Hong Kong actor acclaimed for his versatile performances in crime thrillers and dramas, notably in the Infernal Affairs trilogy.
  • A. 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.
  • B. Chow Cheung-fai
    Chow Cheung-fai is a Hong Kong figure known primarily as an alumnus of the prestigious Queen's College secondary school.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Wu Tsing-fong
    Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
  • E. Wong Tung Jim
    Wong Tung Jim, better known as James Wong Howe, was a pioneering Chinese-American cinematographer renowned for his innovative camera techniques and influential work in classic Hollywood cinema.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80e03eb08190a458c9caa0524e0f completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce02c0664481908f3c79246350a248 completed April 2, 2026, 5:46 a.m.
NEDg Description generation batch_69ce064211e48190b558d4355be659ba completed April 2, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69ce07a390048190ac26a7e3d3d561e0 completed April 2, 2026, 6:07 a.m.
Created at: March 30, 2026, 6:02 p.m.