Triple

T10830355
Position Surface form Disambiguated ID Type / Status
Subject Kirkwood E255602 entity
Predicate hasNotableBearer P458 FINISHED
Object Bryan Kirkwood (producer)
Bryan Kirkwood is a British television producer best known for his work as a showrunner on popular UK soap operas such as Hollyoaks and EastEnders.
E886958 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: Bryan Kirkwood (producer) | Statement: [Kirkwood, hasNotableBearer, Bryan Kirkwood (producer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bryan Kirkwood (producer)
Context triple: [Kirkwood, hasNotableBearer, Bryan Kirkwood (producer)]
  • A. Russell T Davies
    Russell T Davies is a Welsh television writer and producer best known for successfully reviving and showrunning the long-running British sci-fi series Doctor Who in the 21st century.
  • B. Jack Thorne
    Jack Thorne is a British playwright and screenwriter known for works such as the stage play "Harry Potter and the Cursed Child" and numerous acclaimed film and television scripts.
  • C. Michael Hirst
    Michael Hirst is a British screenwriter and producer best known for creating the historical drama series "Vikings" and writing acclaimed historical films and television projects.
  • D. David Croft
    David Croft was a British television producer, director, and writer best known for co-creating classic BBC sitcoms such as "Dad's Army," "Are You Being Served?" and "'Allo 'Allo!".
  • E. Alan North
    Alan North was an American character actor known for his roles in film and television, often portraying authority figures such as police officers and military men.
  • 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: Bryan Kirkwood (producer)
Triple: [Kirkwood, hasNotableBearer, Bryan Kirkwood (producer)]
Generated description
Bryan Kirkwood is a British television producer best known for his work as a showrunner on popular UK soap operas such as Hollyoaks and EastEnders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bryan Kirkwood (producer)
Target entity description: Bryan Kirkwood is a British television producer best known for his work as a showrunner on popular UK soap operas such as Hollyoaks and EastEnders.
  • A. Russell T Davies
    Russell T Davies is a Welsh television writer and producer best known for successfully reviving and showrunning the long-running British sci-fi series Doctor Who in the 21st century.
  • B. Jack Thorne
    Jack Thorne is a British playwright and screenwriter known for works such as the stage play "Harry Potter and the Cursed Child" and numerous acclaimed film and television scripts.
  • C. Michael Hirst
    Michael Hirst is a British screenwriter and producer best known for creating the historical drama series "Vikings" and writing acclaimed historical films and television projects.
  • D. David Croft
    David Croft was a British television producer, director, and writer best known for co-creating classic BBC sitcoms such as "Dad's Army," "Are You Being Served?" and "'Allo 'Allo!".
  • E. Alan North
    Alan North was an American character actor known for his roles in film and television, often portraying authority figures such as police officers and military men.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74420fa188190b5b3c59e1a9f551d completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69de85a068b08190948c3ca32cdda147 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.