Triple
T13128663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brady Hoke |
E311909
|
entity |
| Predicate | coachedTeam |
P2169
|
FINISHED |
| Object |
Grand Valley State Lakers football (assistant)
Grand Valley State Lakers football (assistant) refers to the role on the Grand Valley State University football coaching staff once held by Brady Hoke early in his coaching career.
|
E1023260
|
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: Grand Valley State Lakers football (assistant) | Statement: [Brady Hoke, coachedTeam, Grand Valley State Lakers football (assistant)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State Lakers football (assistant) Context triple: [Brady Hoke, coachedTeam, Grand Valley State Lakers football (assistant)]
-
A.
Colorado State Rams football (assistant coach)
Colorado State Rams football (assistant coach) refers to the assistant coaching position on the Colorado State University Rams football team, a role once held by future championship-winning head coach Urban Meyer early in his career.
-
B.
San Diego Toreros football (assistant coach)
San Diego Toreros football (assistant coach) refers to the assistant coaching staff position with the University of San Diego’s NCAA Division I FCS football program, where David Shaw previously served early in his coaching career.
-
C.
Pittsburgh Panthers football (assistant coach)
Pittsburgh Panthers football (assistant coach) refers to the assistant coaching staff positions for the University of Pittsburgh's NCAA Division I college football program, the Pittsburgh Panthers.
-
D.
Saginaw Valley State Cardinals football
Saginaw Valley State Cardinals football is the collegiate football program of Saginaw Valley State University, competing in NCAA Division II and known for producing NFL coach Matt LaFleur.
-
E.
Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
- 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: Grand Valley State Lakers football (assistant) Triple: [Brady Hoke, coachedTeam, Grand Valley State Lakers football (assistant)]
Generated description
Grand Valley State Lakers football (assistant) refers to the role on the Grand Valley State University football coaching staff once held by Brady Hoke early in his coaching career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State Lakers football (assistant) Target entity description: Grand Valley State Lakers football (assistant) refers to the role on the Grand Valley State University football coaching staff once held by Brady Hoke early in his coaching career.
-
A.
Colorado State Rams football (assistant coach)
Colorado State Rams football (assistant coach) refers to the assistant coaching position on the Colorado State University Rams football team, a role once held by future championship-winning head coach Urban Meyer early in his career.
-
B.
San Diego Toreros football (assistant coach)
San Diego Toreros football (assistant coach) refers to the assistant coaching staff position with the University of San Diego’s NCAA Division I FCS football program, where David Shaw previously served early in his coaching career.
-
C.
Pittsburgh Panthers football (assistant coach)
Pittsburgh Panthers football (assistant coach) refers to the assistant coaching staff positions for the University of Pittsburgh's NCAA Division I college football program, the Pittsburgh Panthers.
-
D.
Saginaw Valley State Cardinals football
Saginaw Valley State Cardinals football is the collegiate football program of Saginaw Valley State University, competing in NCAA Division II and known for producing NFL coach Matt LaFleur.
-
E.
Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9819bfd348190a22d44f837877e1c |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e28e922881909584296adc95d9b4 |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e6d4aedc819090e6433600db4b31 |
completed | May 3, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e79e40bc8190bcf72d719d4e88dd |
completed | May 3, 2026, 6:13 a.m. |
Created at: April 9, 2026, 9:07 p.m.