Triple
T16515816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona Hotshots |
E401180
|
entity |
| Predicate | offensiveCoordinator |
P49543
|
FINISHED |
| Object |
Hugh Freeze
Hugh Freeze is an American football coach best known for his tenure as a college head coach at programs like Ole Miss and Auburn, recognized for his offensive expertise and up-tempo schemes.
|
E1218944
|
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: Hugh Freeze | Statement: [Arizona Hotshots, offensiveCoordinator, Hugh Freeze]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugh Freeze Context triple: [Arizona Hotshots, offensiveCoordinator, Hugh Freeze]
-
A.
Gus Malzahn
Gus Malzahn is an American college football coach best known for his innovative hurry-up, no-huddle offense and for leading Auburn University to a national championship appearance.
-
B.
Mike Gundy
Mike Gundy is an American college football coach best known for his long tenure leading the Oklahoma State Cowboys program.
-
C.
Sonny Dykes
Sonny Dykes is an American college football head coach known for his prolific, pass-heavy offenses and successful tenures at programs such as Louisiana Tech, California, SMU, and TCU.
-
D.
Jimbo Fisher
Jimbo Fisher is an American college football coach best known for leading Florida State to a national championship and later serving as head coach of the Texas A&M Aggies.
-
E.
Mike Norvell
Mike Norvell is an American college football coach best known for revitalizing the Florida State Seminoles program after a successful tenure at Memphis.
- 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: Hugh Freeze Triple: [Arizona Hotshots, offensiveCoordinator, Hugh Freeze]
Generated description
Hugh Freeze is an American football coach best known for his tenure as a college head coach at programs like Ole Miss and Auburn, recognized for his offensive expertise and up-tempo schemes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugh Freeze Target entity description: Hugh Freeze is an American football coach best known for his tenure as a college head coach at programs like Ole Miss and Auburn, recognized for his offensive expertise and up-tempo schemes.
-
A.
Gus Malzahn
Gus Malzahn is an American college football coach best known for his innovative hurry-up, no-huddle offense and for leading Auburn University to a national championship appearance.
-
B.
Mike Gundy
Mike Gundy is an American college football coach best known for his long tenure leading the Oklahoma State Cowboys program.
-
C.
Sonny Dykes
Sonny Dykes is an American college football head coach known for his prolific, pass-heavy offenses and successful tenures at programs such as Louisiana Tech, California, SMU, and TCU.
-
D.
Jimbo Fisher
Jimbo Fisher is an American college football coach best known for leading Florida State to a national championship and later serving as head coach of the Texas A&M Aggies.
-
E.
Mike Norvell
Mike Norvell is an American college football coach best known for revitalizing the Florida State Seminoles program after a successful tenure at Memphis.
- 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.