Triple
T5267718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byron Leftwich |
E118978
|
entity |
| Predicate | collegeTeam |
P2662
|
FINISHED |
| Object |
Marshall Thundering Herd football
Marshall Thundering Herd football is the NCAA Division I college football program of Marshall University, known for its passionate fan base, historic tragedies and comebacks, and producing notable NFL quarterbacks like Byron Leftwich and Chad Pennington.
|
E507634
|
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: Marshall Thundering Herd football | Statement: [Byron Leftwich, collegeTeam, Marshall Thundering Herd football]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Thundering Herd football Context triple: [Byron Leftwich, collegeTeam, Marshall Thundering Herd football]
-
A.
Marshall Thundering Herd men's basketball
Marshall Thundering Herd men's basketball is the NCAA Division I men's basketball program of Marshall University, known for its up-tempo style and as an early head-coaching stop for future championship coach Billy Donovan.
-
B.
Alabama Crimson Tide football
Alabama Crimson Tide football is the University of Alabama’s storied college football program, renowned for its numerous national championships, legendary coaches, and status as one of the most successful teams in NCAA history.
-
C.
UAB Blazers football team
The UAB Blazers football team is the NCAA Division I FBS college football program representing the University of Alabama at Birmingham in Conference USA.
-
D.
Auburn Tigers football
Auburn Tigers football is the intercollegiate American football program of Auburn University, known for its storied history in the Southeastern Conference and intense rivalry with the Alabama Crimson Tide.
-
E.
UAB Marching Blazers
UAB Marching Blazers is the official marching band of the University of Alabama at Birmingham, known for performing at Blazers athletic events and university functions.
- 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: Marshall Thundering Herd football Triple: [Byron Leftwich, collegeTeam, Marshall Thundering Herd football]
Generated description
Marshall Thundering Herd football is the NCAA Division I college football program of Marshall University, known for its passionate fan base, historic tragedies and comebacks, and producing notable NFL quarterbacks like Byron Leftwich and Chad Pennington.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Thundering Herd football Target entity description: Marshall Thundering Herd football is the NCAA Division I college football program of Marshall University, known for its passionate fan base, historic tragedies and comebacks, and producing notable NFL quarterbacks like Byron Leftwich and Chad Pennington.
-
A.
Marshall Thundering Herd men's basketball
Marshall Thundering Herd men's basketball is the NCAA Division I men's basketball program of Marshall University, known for its up-tempo style and as an early head-coaching stop for future championship coach Billy Donovan.
-
B.
Alabama Crimson Tide football
Alabama Crimson Tide football is the University of Alabama’s storied college football program, renowned for its numerous national championships, legendary coaches, and status as one of the most successful teams in NCAA history.
-
C.
UAB Blazers football team
The UAB Blazers football team is the NCAA Division I FBS college football program representing the University of Alabama at Birmingham in Conference USA.
-
D.
Auburn Tigers football
Auburn Tigers football is the intercollegiate American football program of Auburn University, known for its storied history in the Southeastern Conference and intense rivalry with the Alabama Crimson Tide.
-
E.
UAB Marching Blazers
UAB Marching Blazers is the official marching band of the University of Alabama at Birmingham, known for performing at Blazers athletic events and university functions.
- 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_69bd446a42c88190b7ecbef006561d55 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7bfc3f288190b128777caaad2275 |
completed | March 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe924e80819083fbc761900e263c |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bf028c767881908e164047cb92179a |
completed | March 21, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf02fc28a48190acfcf367ae9d8384 |
completed | March 21, 2026, 8:43 p.m. |
Created at: March 20, 2026, 1:51 p.m.