Triple

T17025841
Position Surface form Disambiguated ID Type / Status
Subject Pedicab Driver E413060 entity
Predicate starring P1507 FINISHED
Object David Chiang
David Chiang is a renowned Hong Kong actor and martial arts film star, best known for his prolific work in classic Shaw Brothers productions of the 1970s.
 E1285610 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: David Chiang | Statement: [Pedicab Driver, starring, David Chiang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Chiang
Context triple: [Pedicab Driver, starring, David Chiang]
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Ian Chen
    Ian Chen is a Taiwanese-American child actor best known for his roles in the TV series "Fresh Off the Boat" and the superhero film "Shazam!".
  • C. Winston Chang
    Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
  • D. Charles Huang
    Charles Huang is an American entrepreneur best known as the co-founder of RedOctane, the company behind the hit video game franchise Guitar Hero.
  • E. Johnny Chiang
    Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
  • 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: David Chiang
Triple: [Pedicab Driver, starring, David Chiang]
Generated description
David Chiang is a renowned Hong Kong actor and martial arts film star, best known for his prolific work in classic Shaw Brothers productions of the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Chiang
Target entity description: David Chiang is a renowned Hong Kong actor and martial arts film star, best known for his prolific work in classic Shaw Brothers productions of the 1970s.
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Ian Chen
    Ian Chen is a Taiwanese-American child actor best known for his roles in the TV series "Fresh Off the Boat" and the superhero film "Shazam!".
  • C. Winston Chang
    Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
  • D. Charles Huang
    Charles Huang is an American entrepreneur best known as the co-founder of RedOctane, the company behind the hit video game franchise Guitar Hero.
  • E. Johnny Chiang
    Johnny Chiang is a Taiwanese politician who has served as a prominent leader within the Kuomintang (KMT) party and as a legislator in Taiwan’s Legislative Yuan.
  • 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_6a0242dc82dc8190a070a4d8532120fc completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0243ccb4f88190bc184c58e6ed0770 completed May 11, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_6a024426e28481909fff4f8c021e08f0 completed May 11, 2026, 9:03 p.m.
Created at: April 10, 2026, 5:33 a.m.