Triple

T2904335
Position Surface form Disambiguated ID Type / Status
Subject University of Arkansas Razorbacks football E62726 entity
Predicate notableCoach P550 FINISHED
Object Frank Broyles
Frank Broyles was a highly influential American college football coach and athletic director best known for transforming the University of Arkansas Razorbacks into a national powerhouse.
 E309770 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: Frank Broyles | Statement: [University of Arkansas Razorbacks football, notableCoach, Frank Broyles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Broyles
Context triple: [University of Arkansas Razorbacks football, notableCoach, Frank Broyles]
  • A. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • B. Robert Neyland
    Robert Neyland was a legendary American college football coach and military officer best known for building the University of Tennessee’s football program into a national powerhouse.
  • C. Fielding H. Yost
    Fielding H. Yost was a pioneering early 20th-century American college football coach best known for building the University of Michigan into a national powerhouse with his high-scoring "Point-a-Minute" teams.
  • D. Vince Dooley
    Vince Dooley was a highly successful and long-tenured American college football coach and athletic director best known for leading the University of Georgia Bulldogs to national prominence, including the 1980 national championship.
  • E. 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.
  • 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: Frank Broyles
Triple: [University of Arkansas Razorbacks football, notableCoach, Frank Broyles]
Generated description
Frank Broyles was a highly influential American college football coach and athletic director best known for transforming the University of Arkansas Razorbacks into a national powerhouse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Broyles
Target entity description: Frank Broyles was a highly influential American college football coach and athletic director best known for transforming the University of Arkansas Razorbacks into a national powerhouse.
  • A. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • B. Robert Neyland
    Robert Neyland was a legendary American college football coach and military officer best known for building the University of Tennessee’s football program into a national powerhouse.
  • C. Fielding H. Yost
    Fielding H. Yost was a pioneering early 20th-century American college football coach best known for building the University of Michigan into a national powerhouse with his high-scoring "Point-a-Minute" teams.
  • D. Vince Dooley
    Vince Dooley was a highly successful and long-tenured American college football coach and athletic director best known for leading the University of Georgia Bulldogs to national prominence, including the 1980 national championship.
  • E. 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.
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0cd68d48190aea4afbdaed2d4bc completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0560885688190b5bb51f40d555c4d completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b0638095b48190b3d7afa5eeef3e7a completed March 10, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69b063edf4ac8190bbcd430c8b584c95 completed March 10, 2026, 6:33 p.m.
Created at: March 6, 2026, 10:11 p.m.