Triple

T9237590
Position Surface form Disambiguated ID Type / Status
Subject One More Last Chance E221975 entity
Predicate writer P1360 FINISHED
Object Gary Nicholson
Gary Nicholson is an American country music songwriter and producer known for penning numerous hits for major artists across the genre.
 E787121 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: Gary Nicholson | Statement: [One More Last Chance, writer, Gary Nicholson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary Nicholson
Context triple: [One More Last Chance, writer, Gary Nicholson]
  • A. Nigel Adkins
    Nigel Adkins is an English football manager and former goalkeeper best known for guiding clubs such as Scunthorpe United and Southampton to multiple promotions through the English league system.
  • B. Mike Gascoyne
    Mike Gascoyne is a British Formula One engineer renowned for his technical leadership roles at several F1 teams, including Jordan, Renault, Toyota, and Spyker.
  • C. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • D. Nigel Williams
    Nigel Williams is a British novelist, playwright, and screenwriter known for his work in television dramas and literary fiction.
  • E. Phil Collinson
    Phil Collinson is a British television producer best known for his work on the revived era of Doctor Who.
  • 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: Gary Nicholson
Triple: [One More Last Chance, writer, Gary Nicholson]
Generated description
Gary Nicholson is an American country music songwriter and producer known for penning numerous hits for major artists across the genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary Nicholson
Target entity description: Gary Nicholson is an American country music songwriter and producer known for penning numerous hits for major artists across the genre.
  • A. Nigel Adkins
    Nigel Adkins is an English football manager and former goalkeeper best known for guiding clubs such as Scunthorpe United and Southampton to multiple promotions through the English league system.
  • B. Mike Gascoyne
    Mike Gascoyne is a British Formula One engineer renowned for his technical leadership roles at several F1 teams, including Jordan, Renault, Toyota, and Spyker.
  • C. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • D. Nigel Williams
    Nigel Williams is a British novelist, playwright, and screenwriter known for his work in television dramas and literary fiction.
  • E. Phil Collinson
    Phil Collinson is a British television producer best known for his work on the revived era of Doctor Who.
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09e553081909cf864635cfc5dcc completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077d4c4a881909c80176ddf5101a4 completed April 4, 2026, 2:30 a.m.
NEDg Description generation batch_69d07da85c748190ab7096ce3d3d2319 completed April 4, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69d07e52c0788190a5009a7fe649a6c7 completed April 4, 2026, 2:58 a.m.
Created at: March 30, 2026, 7:29 p.m.