Triple

T22389493
Position Surface form Disambiguated ID Type / Status
Subject Brian McFadden E553476 entity
Predicate associatedAct P37 FINISHED
Object Keith Duffy — NE NERFINISHED

How this triple was built (3 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 Duffy | Statement: [Brian McFadden, associatedAct, Keith Duffy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keith Duffy
Context triple: [Brian McFadden, associatedAct, Keith Duffy]
  • A. Martin Duffy
    Martin Duffy was an English keyboardist best known for his long tenure with the alternative rock band Primal Scream and his earlier work with Felt.
  • B. Martin Duffy
    Martin Duffy is a writer best known for his work on the film "Molokai: The Story of Father Damien," which portrays the life of the Catholic missionary who served a leper colony in Hawaii.
  • C. Tom Duffy
    Tom Duffy is a seasoned, influential political strategist and rival campaign manager in the film "The Ides of March."
  • D. Brian Duffy
    Brian Duffy is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s.
  • E. Brian Duffy
    Brian Duffy was a renowned British photographer and filmmaker best known as one of the influential "Black Trinity" of fashion photographers in the 1960s and for his iconic work with David Bowie.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keith Duffy
Target entity description: Keith Duffy is an Irish singer, actor, and television presenter best known as a member of the boy band Boyzone and for his role on the soap opera Coronation Street.
  • A. Martin Duffy
    Martin Duffy was an English keyboardist best known for his long tenure with the alternative rock band Primal Scream and his earlier work with Felt.
  • B. Martin Duffy
    Martin Duffy is a writer best known for his work on the film "Molokai: The Story of Father Damien," which portrays the life of the Catholic missionary who served a leper colony in Hawaii.
  • C. Tom Duffy
    Tom Duffy is a seasoned, influential political strategist and rival campaign manager in the film "The Ides of March."
  • D. Brian Duffy
    Brian Duffy is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s.
  • E. Brian Duffy
    Brian Duffy was a renowned British photographer and filmmaker best known as one of the influential "Black Trinity" of fashion photographers in the 1960s and for his iconic work with David Bowie.
  • F. None of above. chosen

Provenance (2 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_69e11e4cf87c8190a1ff474daec326b7 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15858c13c819098fe66a50ecea7d7 completed April 29, 2026, 1:01 a.m.
Created at: April 16, 2026, 8:45 p.m.