Triple

T8935005
Position Surface form Disambiguated ID Type / Status
Subject Doyle E212753 entity
Predicate hasNotableBearer P458 FINISHED
Object Paul Doyle (journalist)
Paul Doyle is an Irish sports journalist best known for his football coverage with The Guardian.
 E769386 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: Paul Doyle (journalist) | Statement: [Doyle, hasNotableBearer, Paul Doyle (journalist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Doyle (journalist)
Context triple: [Doyle, hasNotableBearer, Paul Doyle (journalist)]
  • A. Martin Doyle (journalist)
    Martin Doyle is an Irish journalist and editor best known for his work with The Irish Times, particularly in arts and books coverage.
  • B. Fran O’Toole
    Fran O’Toole was an Irish singer and lead vocalist of the Miami Showband, remembered both for his musical talent and as one of the victims of the 1975 Miami Showband killings in Northern Ireland.
  • C. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • D. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • E. Brian O’Dowd
    Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
  • 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: Paul Doyle (journalist)
Triple: [Doyle, hasNotableBearer, Paul Doyle (journalist)]
Generated description
Paul Doyle is an Irish sports journalist best known for his football coverage with The Guardian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Doyle (journalist)
Target entity description: Paul Doyle is an Irish sports journalist best known for his football coverage with The Guardian.
  • A. Martin Doyle (journalist)
    Martin Doyle is an Irish journalist and editor best known for his work with The Irish Times, particularly in arts and books coverage.
  • B. Fran O’Toole
    Fran O’Toole was an Irish singer and lead vocalist of the Miami Showband, remembered both for his musical talent and as one of the victims of the 1975 Miami Showband killings in Northern Ireland.
  • C. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • D. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • E. Brian O’Dowd
    Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc669138b48190a6bb4968f029a69e completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc937ded08190a67fd4457b6458ff completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfc9b8cd108190a9b3482858b0363a completed April 3, 2026, 2:07 p.m.
NED2 Entity disambiguation (via description) batch_69cfca54d4dc8190a2f94a6f3d2acaf9 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 6:58 p.m.