Triple
T16515815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona Hotshots |
E401180
|
entity |
| Predicate | headCoach |
P256
|
FINISHED |
| Object |
Rick Neuheisel
Rick Neuheisel is an American football coach and former college quarterback best known for his head coaching stints at Colorado, Washington, and UCLA, as well as his work as a television analyst.
|
E1218943
|
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: Rick Neuheisel | Statement: [Arizona Hotshots, headCoach, Rick Neuheisel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rick Neuheisel Context triple: [Arizona Hotshots, headCoach, Rick Neuheisel]
-
A.
Jeff Tedford
Jeff Tedford is an American football coach best known for revitalizing the University of California, Berkeley football program in the 2000s and developing several future NFL quarterbacks.
-
B.
Chris Ault
Chris Ault is a longtime college football coach best known for his innovative tenure at the University of Nevada, where he popularized the pistol offense.
-
C.
Dennis Erickson
Dennis Erickson is an American football coach best known for winning two national championships at the University of Miami and for his extensive career in both college and professional football.
-
D.
Gene Stallings
Gene Stallings is an American football coach best known for leading Texas A&M and later winning a national championship as head coach of the Alabama Crimson Tide in the 1990s.
-
E.
Dan Farrell
Dan Farrell is an editor known for his work on the publication "The Children Act."
- 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: Rick Neuheisel Triple: [Arizona Hotshots, headCoach, Rick Neuheisel]
Generated description
Rick Neuheisel is an American football coach and former college quarterback best known for his head coaching stints at Colorado, Washington, and UCLA, as well as his work as a television analyst.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rick Neuheisel Target entity description: Rick Neuheisel is an American football coach and former college quarterback best known for his head coaching stints at Colorado, Washington, and UCLA, as well as his work as a television analyst.
-
A.
Jeff Tedford
Jeff Tedford is an American football coach best known for revitalizing the University of California, Berkeley football program in the 2000s and developing several future NFL quarterbacks.
-
B.
Chris Ault
Chris Ault is a longtime college football coach best known for his innovative tenure at the University of Nevada, where he popularized the pistol offense.
-
C.
Dennis Erickson
Dennis Erickson is an American football coach best known for winning two national championships at the University of Miami and for his extensive career in both college and professional football.
-
D.
Gene Stallings
Gene Stallings is an American football coach best known for leading Texas A&M and later winning a national championship as head coach of the Alabama Crimson Tide in the 1990s.
-
E.
Dan Farrell
Dan Farrell is an editor known for his work on the publication "The Children Act."
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e7bbfa481909037148cdb4d8996 |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006084949081909e8cdfeafa7564de |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a006322c2f48190aa917f122a33165f |
completed | May 10, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0063fa6f0c8190906856eb07d80973 |
completed | May 10, 2026, 10:54 a.m. |
Created at: April 10, 2026, 5:14 a.m.