Triple
T5588047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weber State Wildcats men's basketball |
E146803
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Ruben Nembhard
Ruben Nembhard is a former American professional basketball player best known for his standout collegiate career at Weber State and subsequent play in the NBA and overseas.
|
E536361
|
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: Ruben Nembhard | Statement: [Weber State Wildcats men's basketball, notableAlumnus, Ruben Nembhard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ruben Nembhard Context triple: [Weber State Wildcats men's basketball, notableAlumnus, Ruben Nembhard]
-
A.
Jeff Renfroe
Jeff Renfroe is a Canadian filmmaker and director known for his work in both feature films and music videos.
-
B.
Ben McLemore
Ben McLemore is an American professional basketball player known for his sharpshooting ability, particularly from three-point range, in the NBA.
-
C.
Luka Garza
Luka Garza is an American professional basketball player best known for his dominant collegiate career at the University of Iowa, where he became one of the most decorated players in school and Big Ten history.
-
D.
Markelle Fultz
Markelle Fultz is an American professional basketball guard known for being a highly touted prospect whose early NBA career was disrupted by shoulder issues that affected his shooting.
-
E.
Aaron Pierre
Aaron Pierre is a British actor known for his roles in television series such as "Genius" and "The Underground Railroad," as well as films like "Old" and "Brother."
- 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: Ruben Nembhard Triple: [Weber State Wildcats men's basketball, notableAlumnus, Ruben Nembhard]
Generated description
Ruben Nembhard is a former American professional basketball player best known for his standout collegiate career at Weber State and subsequent play in the NBA and overseas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ruben Nembhard Target entity description: Ruben Nembhard is a former American professional basketball player best known for his standout collegiate career at Weber State and subsequent play in the NBA and overseas.
-
A.
Jeff Renfroe
Jeff Renfroe is a Canadian filmmaker and director known for his work in both feature films and music videos.
-
B.
Ben McLemore
Ben McLemore is an American professional basketball player known for his sharpshooting ability, particularly from three-point range, in the NBA.
-
C.
Luka Garza
Luka Garza is an American professional basketball player best known for his dominant collegiate career at the University of Iowa, where he became one of the most decorated players in school and Big Ten history.
-
D.
Markelle Fultz
Markelle Fultz is an American professional basketball guard known for being a highly touted prospect whose early NBA career was disrupted by shoulder issues that affected his shooting.
-
E.
Aaron Pierre
Aaron Pierre is a British actor known for his roles in television series such as "Genius" and "The Underground Railroad," as well as films like "Old" and "Brother."
- 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.