Triple

T5972788
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Bulls (WHA) E132913 entity
Predicate headCoach P256 FINISHED
Object 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.
E596828 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: John Brophy | Statement: [Birmingham Bulls (WHA), headCoach, John Brophy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Brophy
Context triple: [Birmingham Bulls (WHA), headCoach, John Brophy]
  • A. 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.
  • B. Edward Brophy
    Edward Brophy was an American character actor and comedian known for his distinctive raspy voice and frequent appearances in 1930s and 1940s Hollywood films.
  • C. Hugh McDevitt
    Hugh McDevitt is an immunologist renowned for his pioneering work on the genetic control of the immune response and the role of major histocompatibility complex (MHC) molecules in disease susceptibility.
  • D. John Henshaw
    John Henshaw is a British actor known for his character roles in film and television, including a prominent part in the Ken Loach-directed film "Looking for Eric."
  • E. Jack O'Brien
    Jack O'Brien is the introspective eldest son whose childhood memories and spiritual questioning form the emotional core of Terrence Malick’s film "The Tree of Life."
  • 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: John Brophy
Triple: [Birmingham Bulls (WHA), headCoach, John Brophy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Brophy
Target entity description: 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.
  • A. 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.
  • B. Edward Brophy
    Edward Brophy was an American character actor and comedian known for his distinctive raspy voice and frequent appearances in 1930s and 1940s Hollywood films.
  • C. Hugh McDevitt
    Hugh McDevitt is an immunologist renowned for his pioneering work on the genetic control of the immune response and the role of major histocompatibility complex (MHC) molecules in disease susceptibility.
  • D. John Henshaw
    John Henshaw is a British actor known for his character roles in film and television, including a prominent part in the Ken Loach-directed film "Looking for Eric."
  • E. Jack O'Brien
    Jack O'Brien is the introspective eldest son whose childhood memories and spiritual questioning form the emotional core of Terrence Malick’s film "The Tree of Life."
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a00c3588190b335d7d3341b6d68 completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6537678fc8190aa0f2f198c1d8385 completed March 27, 2026, 9:52 a.m.
NEDg Description generation batch_69c65772d5f88190837a7b0ac5884f3a completed March 27, 2026, 10:09 a.m.
NED2 Entity disambiguation (via description) batch_69c65886ec388190bb48ac7b36578709 completed March 27, 2026, 10:14 a.m.
Created at: March 22, 2026, 4:03 p.m.