Triple

T19566117
Position Surface form Disambiguated ID Type / Status
Subject Where the Light Goes E489586 entity
Predicate producer P490 FINISHED
Object Kyle Cook
Kyle Cook is an American musician and record producer best known as the lead guitarist of the rock band Matchbox Twenty.
 E488716 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: Kyle Cook | Statement: [Where the Light Goes, producer, Kyle Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyle Cook
Context triple: [Where the Light Goes, producer, Kyle Cook]
  • A. Kyle Cook
    Kyle Cook is an American musician best known as the lead guitarist and backing vocalist for the rock band Matchbox Twenty.
  • B. Brad Cook
    Brad Cook is a music producer known for his work with indie and alternative artists, contributing to critically acclaimed albums across the contemporary music scene.
  • C. Ryan Cook
    Ryan Cook is a South African cricket coach best known for serving as head coach of the Netherlands national cricket team, including during their notable performances at recent ICC tournaments.
  • D. Byron Cook
    Byron Cook is a computer scientist known for his work in formal verification and program analysis, particularly in proving program termination and safety.
  • E. A. J. Cook
    A. J. Cook was a prominent British miners' trade union leader and socialist activist in the early 20th century, best known for his fiery advocacy during major coal industry disputes.
  • 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: Kyle Cook
Triple: [Where the Light Goes, producer, Kyle Cook]
Generated description
Kyle Cook is an American musician and record producer best known as the lead guitarist of the rock band Matchbox Twenty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyle Cook
Target entity description: Kyle Cook is an American musician and record producer best known as the lead guitarist of the rock band Matchbox Twenty.
  • A. Kyle Cook chosen
    Kyle Cook is an American musician best known as the lead guitarist and backing vocalist for the rock band Matchbox Twenty.
  • B. Brad Cook
    Brad Cook is a music producer known for his work with indie and alternative artists, contributing to critically acclaimed albums across the contemporary music scene.
  • C. Ryan Cook
    Ryan Cook is a South African cricket coach best known for serving as head coach of the Netherlands national cricket team, including during their notable performances at recent ICC tournaments.
  • D. Byron Cook
    Byron Cook is a computer scientist known for his work in formal verification and program analysis, particularly in proving program termination and safety.
  • E. A. J. Cook
    A. J. Cook was a prominent British miners' trade union leader and socialist activist in the early 20th century, best known for his fiery advocacy during major coal industry disputes.
  • F. None of above.

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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f777cf081909312b46ac09bce7c completed April 20, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccb40fb88190abd9631928b5fb13 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cf99c8788190b948158094f76846 completed May 16, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a07d02ee2308190b263ed90342e9072 completed May 16, 2026, 2:02 a.m.
Created at: April 10, 2026, 1:42 p.m.