Triple
T3527885
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UMass Minutemen and Minutewomen |
E74584
|
entity |
| Predicate | athleticDirector |
P745
|
FINISHED |
| Object |
Ryan Bamford
Ryan Bamford is a collegiate athletics administrator best known for serving as the athletic director at the University of Massachusetts Amherst.
|
E366012
|
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: Ryan Bamford | Statement: [UMass Minutemen and Minutewomen, athleticDirector, Ryan Bamford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Bamford Context triple: [UMass Minutemen and Minutewomen, athleticDirector, Ryan Bamford]
-
A.
Dominic Lewis
Dominic Lewis is a British-born film and television composer known for scoring a variety of Hollywood projects across action, animation, and comedy.
-
B.
Jamie Vardy
Jamie Vardy is an English professional footballer and prolific striker best known for spearheading Leicester City’s remarkable 2015–16 Premier League title win.
-
C.
Kai Owen
Kai Owen is a Welsh actor best known for his role as Rhys Williams in the BBC science fiction series Torchwood.
-
D.
Les Ferdinand
Les Ferdinand is a former English professional footballer and prolific striker best known for his goal-scoring exploits in the Premier League during the 1990s, particularly with Queens Park Rangers, Newcastle United, and Tottenham Hotspur.
-
E.
Craig Bellamy
Craig Bellamy is a highly successful Australian rugby league coach renowned for transforming the Melbourne Storm into one of the NRL’s most dominant and consistently competitive clubs.
- 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: Ryan Bamford Triple: [UMass Minutemen and Minutewomen, athleticDirector, Ryan Bamford]
Generated description
Ryan Bamford is a collegiate athletics administrator best known for serving as the athletic director at the University of Massachusetts Amherst.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Bamford Target entity description: Ryan Bamford is a collegiate athletics administrator best known for serving as the athletic director at the University of Massachusetts Amherst.
-
A.
Dominic Lewis
Dominic Lewis is a British-born film and television composer known for scoring a variety of Hollywood projects across action, animation, and comedy.
-
B.
Jamie Vardy
Jamie Vardy is an English professional footballer and prolific striker best known for spearheading Leicester City’s remarkable 2015–16 Premier League title win.
-
C.
Kai Owen
Kai Owen is a Welsh actor best known for his role as Rhys Williams in the BBC science fiction series Torchwood.
-
D.
Les Ferdinand
Les Ferdinand is a former English professional footballer and prolific striker best known for his goal-scoring exploits in the Premier League during the 1990s, particularly with Queens Park Rangers, Newcastle United, and Tottenham Hotspur.
-
E.
Craig Bellamy
Craig Bellamy is a highly successful Australian rugby league coach renowned for transforming the Melbourne Storm into one of the NRL’s most dominant and consistently competitive clubs.
- 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_69ad85d0c5488190a3d8e02ebd01a1aa |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc6d099c8190b2b1e65a56e52089 |
completed | March 8, 2026, 6:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e90e67c81909944bb81d89e039b |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37f837d1481908b2773785ca74375 |
completed | March 13, 2026, 3:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38329637881908ae4dfa8bb201f9a |
completed | March 13, 2026, 3:23 a.m. |
Created at: March 8, 2026, 3:19 p.m.