Triple
T12946112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Broyles |
E309770
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
John Franklin Broyles
John Franklin "Frank" Broyles was a prominent American college football coach and longtime athletic director at the University of Arkansas, known for building the Razorbacks into a national power.
|
E1015250
|
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: John Franklin Broyles | Statement: [Frank Broyles, fullName, John Franklin Broyles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Franklin Broyles Context triple: [Frank Broyles, fullName, John Franklin Broyles]
-
A.
Frank Mullen
Frank Mullen is an American death metal vocalist best known as the longtime frontman of the band Suffocation.
-
B.
Jim Hughson
Jim Hughson is a Canadian sportscaster best known as one of the premier play-by-play voices in NHL broadcasting.
-
C.
Bill Bryant
Bill Bryant is an American businessman and Republican politician from Washington state who has served as a Port of Seattle commissioner and ran for governor in 2016.
-
D.
Ed Brophy
Ed Brophy is an American boxing historian and executive best known for creating and leading the International Boxing Hall of Fame in Canastota, New York.
-
E.
Dan Devine
Dan Devine was a prominent American college and professional football coach best known for leading the University of Notre Dame to the 1977 national championship.
- 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: John Franklin Broyles Triple: [Frank Broyles, fullName, John Franklin Broyles]
Generated description
John Franklin "Frank" Broyles was a prominent American college football coach and longtime athletic director at the University of Arkansas, known for building the Razorbacks into a national power.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Franklin Broyles Target entity description: John Franklin "Frank" Broyles was a prominent American college football coach and longtime athletic director at the University of Arkansas, known for building the Razorbacks into a national power.
-
A.
Frank Mullen
Frank Mullen is an American death metal vocalist best known as the longtime frontman of the band Suffocation.
-
B.
Jim Hughson
Jim Hughson is a Canadian sportscaster best known as one of the premier play-by-play voices in NHL broadcasting.
-
C.
Bill Bryant
Bill Bryant is an American businessman and Republican politician from Washington state who has served as a Port of Seattle commissioner and ran for governor in 2016.
-
D.
Ed Brophy
Ed Brophy is an American boxing historian and executive best known for creating and leading the International Boxing Hall of Fame in Canastota, New York.
-
E.
Dan Devine
Dan Devine was a prominent American college and professional football coach best known for leading the University of Notre Dame to the 1977 national championship.
- 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_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e1b3694819098527dcea3cfed93 |
completed | April 10, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c0ec7e8081909fcff6cff11a9337 |
completed | May 3, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69f6c30cf4f88190b0f2cf958df043c0 |
completed | May 3, 2026, 3:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c38bc0b08190b76cb0853d99ad82 |
completed | May 3, 2026, 3:39 a.m. |
Created at: April 9, 2026, 5:43 p.m.