Triple

T13057347
Position Surface form Disambiguated ID Type / Status
Subject Love in This Club E327611 entity
Predicate songwriter P1141 FINISHED
Object Keith Thomas
Keith Thomas is an American songwriter and record producer known for his work on numerous pop and R&B hits.
E1019936 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: Keith Thomas | Statement: [Love in This Club, songwriter, Keith Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keith Thomas
Context triple: [Love in This Club, songwriter, Keith Thomas]
  • A. Nick Thomas
    Nick Thomas is an American musician best known as an early member and former bassist of the band Twenty One Pilots.
  • B. Dean Thomas
    Dean Thomas is a fictional Gryffindor student and member of Dumbledore's Army in J.K. Rowling's Harry Potter series.
  • C. Chris Thomas
    Chris Thomas is a renowned British record producer known for his work with major rock acts such as The Beatles, Pink Floyd, and the Sex Pistols.
  • D. Jeremy Thomas
    Jeremy Thomas is a Welsh bar owner best known for his brief early-1990s marriage to actress Drew Barrymore.
  • E. Jeremy Thomas
    Jeremy Thomas is a renowned British film producer known for his work on acclaimed independent and art-house films, including multiple collaborations with prominent directors.
  • 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: Keith Thomas
Triple: [Love in This Club, songwriter, Keith Thomas]
Generated description
Keith Thomas is an American songwriter and record producer known for his work on numerous pop and R&B hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keith Thomas
Target entity description: Keith Thomas is an American songwriter and record producer known for his work on numerous pop and R&B hits.
  • A. Nick Thomas
    Nick Thomas is an American musician best known as an early member and former bassist of the band Twenty One Pilots.
  • B. Dean Thomas
    Dean Thomas is a fictional Gryffindor student and member of Dumbledore's Army in J.K. Rowling's Harry Potter series.
  • C. Chris Thomas
    Chris Thomas is a renowned British record producer known for his work with major rock acts such as The Beatles, Pink Floyd, and the Sex Pistols.
  • D. Jeremy Thomas
    Jeremy Thomas is a Welsh bar owner best known for his brief early-1990s marriage to actress Drew Barrymore.
  • E. Jeremy Thomas
    Jeremy Thomas is a renowned British film producer known for his work on acclaimed independent and art-house films, including multiple collaborations with prominent directors.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bd305c8190bcf191b2d35ec8de completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d5ff8c308190a40274c68a1c5da3 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d8c8a8b48190a2dc2f6b5e7d37e0 completed May 3, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6d98d6ba48190b63f6330ba215c36 completed May 3, 2026, 5:13 a.m.
Created at: April 9, 2026, 8:58 p.m.