Triple

T16850406
Position Surface form Disambiguated ID Type / Status
Subject Unforgettable (2017 film) E409658 entity
Predicate musicBy P1952 FINISHED
Object Toby Chu E796029 NE FINISHED

How this triple was built (2 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: Toby Chu | Statement: [Unforgettable (2017 film), musicBy, Toby Chu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Chu
Context triple: [Unforgettable (2017 film), musicBy, Toby Chu]
  • A. Toby Chu chosen
    Toby Chu is a film and television composer known for scoring projects such as the sci-fi series "Colony" and various animated and live-action works.
  • B. Felix Chong
    Felix Chong is a Hong Kong filmmaker best known as the co-writer and co-creator of the acclaimed crime thriller series "Infernal Affairs," which inspired Martin Scorsese’s "The Departed."
  • C. Robbi Chong
    Robbi Chong is a Canadian actress and former model known for her film and television roles in the 1980s and 1990s.
  • D. Topher Ngo
    Topher Ngo is a voice actor and singer best known for his role in Pixar's animated film "Turning Red."
  • E. Christopher Chung
    Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b378dda48190ab81d75f2cfe3ab3 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb1f02648190937c692af83843dc completed May 10, 2026, 5:06 p.m.
Created at: April 10, 2026, 5:24 a.m.