Triple

T17025641
Position Surface form Disambiguated ID Type / Status
Subject The Magnificent Butcher E413056 entity
Predicate castMember P1668 FINISHED
Object Fung Hak-on
Fung Hak-on was a Hong Kong martial arts film actor, action choreographer, and stuntman known for his villainous roles and work in classic kung fu cinema.
 E1252681 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: Fung Hak-on | Statement: [The Magnificent Butcher, castMember, Fung Hak-on]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fung Hak-on
Context triple: [The Magnificent Butcher, castMember, Fung Hak-on]
  • A. Fong Lim
    Fong Lim is an electoral division in the Northern Territory of Australia, represented in the Northern Territory Legislative Assembly.
  • B. 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.
  • C. Yeung Ku-wan
    Yeung Ku-wan was a late Qing dynasty Chinese revolutionary leader who played a key role in early anti-imperial movements and helped lay the groundwork for the 1911 Revolution.
  • D. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • E. 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.
  • 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: Fung Hak-on
Triple: [The Magnificent Butcher, castMember, Fung Hak-on]
Generated description
Fung Hak-on was a Hong Kong martial arts film actor, action choreographer, and stuntman known for his villainous roles and work in classic kung fu cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fung Hak-on
Target entity description: Fung Hak-on was a Hong Kong martial arts film actor, action choreographer, and stuntman known for his villainous roles and work in classic kung fu cinema.
  • A. Fong Lim
    Fong Lim is an electoral division in the Northern Territory of Australia, represented in the Northern Territory Legislative Assembly.
  • B. 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.
  • C. Yeung Ku-wan
    Yeung Ku-wan was a late Qing dynasty Chinese revolutionary leader who played a key role in early anti-imperial movements and helped lay the groundwork for the 1911 Revolution.
  • D. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • E. 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.
  • 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_6a01413cc6f08190ae83a0c98fb96b90 completed May 11, 2026, 2:38 a.m.
NEDg Description generation batch_6a014218d0cc81909c1b1b4c11484364 completed May 11, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a01427ce5d08190b383ea907ca3352e completed May 11, 2026, 2:44 a.m.
Created at: April 10, 2026, 5:33 a.m.