Triple

T9385747
Position Surface form Disambiguated ID Type / Status
Subject Colony E225899 entity
Predicate composer P1361 FINISHED
Object Toby Chu
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.
E796029 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: Toby Chu | Statement: [Colony, composer, Toby Chu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Chu
Context triple: [Colony, composer, Toby Chu]
  • A. 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."
  • B. Topher Ngo
    Topher Ngo is a voice actor and singer best known for his role in Pixar's animated film "Turning Red."
  • C. Christopher Chung
    Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
  • D. Joey Chin
    Joey Chin is an actor best known for his role in the 1990 crime film "King of New York."
  • 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: Toby Chu
Triple: [Colony, composer, Toby Chu]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Chu
Target entity description: 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.
  • A. 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."
  • B. Topher Ngo
    Topher Ngo is a voice actor and singer best known for his role in Pixar's animated film "Turning Red."
  • C. Christopher Chung
    Christopher Chung is an actor known for his role in the British spy drama series "Slow Horses."
  • D. Joey Chin
    Joey Chin is an actor best known for his role in the 1990 crime film "King of New York."
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50d3964c8190b0353f56df755db8 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100eb108c8190add5bacfea1f800a completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1017a36e0819091bd6d7bc75d1a97 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d10270f9948190bbf937089f88bacf completed April 4, 2026, 12:22 p.m.
Created at: March 30, 2026, 7:44 p.m.