Triple
T7333153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brampton Beast |
E169055
|
entity |
| Predicate | generalManager |
P537
|
FINISHED |
| Object |
Brent Hughes
Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
|
E689913
|
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: Brent Hughes | Statement: [Brampton Beast, generalManager, Brent Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brent Hughes Context triple: [Brampton Beast, generalManager, Brent Hughes]
-
A.
Matt Hughes
Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
-
B.
Brian Routh
Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
-
C.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Ken Hutchison
Ken Hutchison was a Scottish actor known for his intense character roles in film and television during the 1970s and 1980s.
- 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: Brent Hughes Triple: [Brampton Beast, generalManager, Brent Hughes]
Generated description
Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brent Hughes Target entity description: Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
-
A.
Matt Hughes
Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
-
B.
Brian Routh
Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
-
C.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Ken Hutchison
Ken Hutchison was a Scottish actor known for his intense character roles in film and television during the 1970s and 1980s.
- 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_69c68a568a6481908f11e20db7bc8446 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0c0f87081908d12ac14d4591e23 |
completed | March 27, 2026, 9:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9162980708190be2a347b2322c09c |
completed | March 29, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69c91718a39c8190b89a0572a797d272 |
completed | March 29, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c917af70d4819085f90d655ebdac39 |
completed | March 29, 2026, 12:14 p.m. |
Created at: March 27, 2026, 3:04 p.m.