Triple
T5588049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weber State Wildcats men's basketball |
E146803
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Scott Bamforth
Scott Bamforth is an American professional basketball player and sharpshooting guard known for his standout collegiate career at Weber State and subsequent international playing career.
|
E536363
|
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: Scott Bamforth | Statement: [Weber State Wildcats men's basketball, notableAlumnus, Scott Bamforth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Bamforth Context triple: [Weber State Wildcats men's basketball, notableAlumnus, Scott Bamforth]
-
A.
James Tomkins
James Tomkins is an English professional footballer best known as a long-serving central defender for West Ham United and later Crystal Palace in the Premier League.
-
B.
Ryan Bamford
Ryan Bamford is a collegiate athletics administrator best known for serving as the athletic director at the University of Massachusetts Amherst.
-
C.
Andy Thorpe
Andy Thorpe is a person notable enough to be recognized as a bearer of the surname Thorpe, though specific widely known achievements or roles are not clearly documented.
-
D.
David James
David James was an engineer and entrepreneur best known as a co-founder of the pioneering semiconductor company Signetics.
-
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: Scott Bamforth Triple: [Weber State Wildcats men's basketball, notableAlumnus, Scott Bamforth]
Generated description
Scott Bamforth is an American professional basketball player and sharpshooting guard known for his standout collegiate career at Weber State and subsequent international playing career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Bamforth Target entity description: Scott Bamforth is an American professional basketball player and sharpshooting guard known for his standout collegiate career at Weber State and subsequent international playing career.
-
A.
James Tomkins
James Tomkins is an English professional footballer best known as a long-serving central defender for West Ham United and later Crystal Palace in the Premier League.
-
B.
Ryan Bamford
Ryan Bamford is a collegiate athletics administrator best known for serving as the athletic director at the University of Massachusetts Amherst.
-
C.
Andy Thorpe
Andy Thorpe is a person notable enough to be recognized as a bearer of the surname Thorpe, though specific widely known achievements or roles are not clearly documented.
-
D.
David James
David James was an engineer and entrepreneur best known as a co-founder of the pioneering semiconductor company Signetics.
-
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_69c009036c408190981a8d690b679b67 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0209e892c8190b936a05ef2a14d36 |
completed | March 22, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d2f8710819094f5d052b767b9a6 |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e879a8c8190942968982223f6e4 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f3c31b48190aeefd41bea55d367 |
completed | March 22, 2026, 8:21 p.m. |
Created at: March 22, 2026, 3:38 p.m.