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.