Triple

T17025764
Position Surface form Disambiguated ID Type / Status
Subject Dragons Forever E413058 entity
Predicate musicBy P1952 FINISHED
Object Stephen Shing
Stephen Shing is a composer and musician best known for creating the musical score for the Hong Kong action-comedy film "Dragons Forever."
 E1279302 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: Stephen Shing | Statement: [Dragons Forever, musicBy, Stephen Shing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Shing
Context triple: [Dragons Forever, musicBy, Stephen Shing]
  • A. Stephen Chin
    Stephen Chin is an American film producer and screenwriter known for his work on movies such as "Play It to the Bone."
  • B. Jim Cheung
    Jim Cheung is a British comic book artist best known for his detailed, dynamic work on major Marvel titles such as Young Avengers and various large-scale crossover events.
  • C. 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."
  • D. Stephen Wong
    Stephen Wong is a technology entrepreneur best known as a founder of the software company Embarcadero Technologies.
  • E. Stephen Wang
    Stephen Wang is an entrepreneur best known as a co-founder of the film and television review aggregation website Rotten Tomatoes.
  • 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: Stephen Shing
Triple: [Dragons Forever, musicBy, Stephen Shing]
Generated description
Stephen Shing is a composer and musician best known for creating the musical score for the Hong Kong action-comedy film "Dragons Forever."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Shing
Target entity description: Stephen Shing is a composer and musician best known for creating the musical score for the Hong Kong action-comedy film "Dragons Forever."
  • A. Stephen Chin
    Stephen Chin is an American film producer and screenwriter known for his work on movies such as "Play It to the Bone."
  • B. Jim Cheung
    Jim Cheung is a British comic book artist best known for his detailed, dynamic work on major Marvel titles such as Young Avengers and various large-scale crossover events.
  • C. 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."
  • D. Stephen Wong
    Stephen Wong is a technology entrepreneur best known as a founder of the software company Embarcadero Technologies.
  • E. Stephen Wang
    Stephen Wang is an entrepreneur best known as a co-founder of the film and television review aggregation website Rotten Tomatoes.
  • 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_6a020a7e26d881908ec93d9bcdc9a0ea completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020c6db7fc8190bbf8694a48d851ad completed May 11, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_6a020cd113008190b5c53c12b45bb30e completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:33 a.m.