Triple

T17024389
Position Surface form Disambiguated ID Type / Status
Subject Rumble in the Bronx E413025 entity
Predicate starring P1507 FINISHED
Object Bill Tung
Bill Tung was a popular Hong Kong actor and horse racing commentator best known internationally for his frequent supporting roles alongside Jackie Chan in action-comedy films.
E1248817 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: Bill Tung | Statement: [Rumble in the Bronx, starring, Bill Tung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Tung
Context triple: [Rumble in the Bronx, starring, Bill Tung]
  • A. Stanley Tong
    Stanley Tong is a Hong Kong film director and action choreographer best known for his collaborations with Jackie Chan on high-energy martial arts and action-comedy films.
  • B. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • C. Kenneth Hsu
    Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
  • D. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • E. James Tien
    James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
  • 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: Bill Tung
Triple: [Rumble in the Bronx, starring, Bill Tung]
Generated description
Bill Tung was a popular Hong Kong actor and horse racing commentator best known internationally for his frequent supporting roles alongside Jackie Chan in action-comedy films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Tung
Target entity description: Bill Tung was a popular Hong Kong actor and horse racing commentator best known internationally for his frequent supporting roles alongside Jackie Chan in action-comedy films.
  • A. Stanley Tong
    Stanley Tong is a Hong Kong film director and action choreographer best known for his collaborations with Jackie Chan on high-energy martial arts and action-comedy films.
  • B. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • C. Kenneth Hsu
    Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
  • D. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • E. James Tien
    James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
  • 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_69e3d5d371148190a60d32a72abec09a completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed2ad708190a250762997611569 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f3285c481909b3de139bd7aee8b completed May 11, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_6a012fcf7dc08190af1851b56cf1667a completed May 11, 2026, 1:24 a.m.
Created at: April 10, 2026, 5:33 a.m.