Triple

T15885433
Position Surface form Disambiguated ID Type / Status
Subject Monty Brogan E385180 entity
Predicate hasFather P1908 FINISHED
Object James Brogan
James Brogan is the father of Monty Brogan, the central character in David Benioff’s novel and Spike Lee’s film "25th Hour."
 E1230505 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: James Brogan | Statement: [Monty Brogan, hasFather, James Brogan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Brogan
Context triple: [Monty Brogan, hasFather, James Brogan]
  • A. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • B. Jim O'Brien
    Jim O'Brien was a British television and film director best known for his work on acclaimed BBC dramas in the 1970s and 1980s.
  • C. John Brophy
    John Brophy was a fiery and hard-nosed Canadian ice hockey coach and former defenceman, best known for his long minor-league coaching career and a stint as an NHL head coach with the Toronto Maple Leafs.
  • D. John Brophy
    John Brophy was an influential American labor leader and union organizer who played a key role in the early development of industrial unionism in the United States.
  • E. Jim O’Brien
    Jim O’Brien is the father of American actress Peri Gilpin, best known for her role as Roz Doyle on the television series "Frasier."
  • 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: James Brogan
Triple: [Monty Brogan, hasFather, James Brogan]
Generated description
James Brogan is the father of Monty Brogan, the central character in David Benioff’s novel and Spike Lee’s film "25th Hour."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Brogan
Target entity description: James Brogan is the father of Monty Brogan, the central character in David Benioff’s novel and Spike Lee’s film "25th Hour."
  • A. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • B. Jim O'Brien
    Jim O'Brien was a British television and film director best known for his work on acclaimed BBC dramas in the 1970s and 1980s.
  • C. John Brophy
    John Brophy was a fiery and hard-nosed Canadian ice hockey coach and former defenceman, best known for his long minor-league coaching career and a stint as an NHL head coach with the Toronto Maple Leafs.
  • D. John Brophy
    John Brophy was an influential American labor leader and union organizer who played a key role in the early development of industrial unionism in the United States.
  • E. Jim O’Brien
    Jim O’Brien is the father of American actress Peri Gilpin, best known for her role as Roz Doyle on the television series "Frasier."
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1561997bc8190a40e7d68defbbddd completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d232074819083f58de3ee5fbf7d completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 4:51 a.m.