Triple

T18811108
Position Surface form Disambiguated ID Type / Status
Subject Gus Malzahn E460016 entity
Predicate authorOf P4244 FINISHED
Object The Hurry-Up, No-Huddle: An Offensive Philosophy NE NERFINISHED

How this triple was built (3 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: The Hurry-Up, No-Huddle: An Offensive Philosophy | Statement: [Gus Malzahn, authorOf, The Hurry-Up, No-Huddle: An Offensive Philosophy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hurry-Up, No-Huddle: An Offensive Philosophy
Context triple: [Gus Malzahn, authorOf, The Hurry-Up, No-Huddle: An Offensive Philosophy]
  • A. The Greatest Setting in College Football
    The Greatest Setting in College Football is the famed nickname for the University of Washington’s Husky Stadium, celebrated for its dramatic views of Lake Washington and the surrounding mountains that create a uniquely picturesque game-day atmosphere.
  • B. More Than a Game: The Glorious Present and Uncertain Future of the NFL
    "More Than a Game: The Glorious Present and Uncertain Future of the NFL" is a non-fiction book that examines the modern National Football League’s on-field evolution, business dynamics, and looming challenges.
  • C. Developing an Offensive Game Plan
    "Developing an Offensive Game Plan" is a football coaching book by former NFL head coach Brian Billick that explains how to design, organize, and implement an effective offensive strategy.
  • D. Air Coryell offense
    The Air Coryell offense is a pioneering vertical passing system in American football that revolutionized the modern passing game with its emphasis on stretching the field and timing-based routes.
  • E. Princeton offense
    The Princeton offense is a basketball offensive system characterized by constant motion, backdoor cuts, and spacing to create high-percentage scoring opportunities through teamwork and patience.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hurry-Up, No-Huddle: An Offensive Philosophy
Target entity description: The Hurry-Up, No-Huddle: An Offensive Philosophy is a football coaching book that outlines Gus Malzahn’s fast-paced, spread-style offensive system and the principles behind its implementation.
  • A. The Greatest Setting in College Football
    The Greatest Setting in College Football is the famed nickname for the University of Washington’s Husky Stadium, celebrated for its dramatic views of Lake Washington and the surrounding mountains that create a uniquely picturesque game-day atmosphere.
  • B. More Than a Game: The Glorious Present and Uncertain Future of the NFL
    "More Than a Game: The Glorious Present and Uncertain Future of the NFL" is a non-fiction book that examines the modern National Football League’s on-field evolution, business dynamics, and looming challenges.
  • C. Developing an Offensive Game Plan
    "Developing an Offensive Game Plan" is a football coaching book by former NFL head coach Brian Billick that explains how to design, organize, and implement an effective offensive strategy.
  • D. Air Coryell offense
    The Air Coryell offense is a pioneering vertical passing system in American football that revolutionized the modern passing game with its emphasis on stretching the field and timing-based routes.
  • E. Princeton offense
    The Princeton offense is a basketball offensive system characterized by constant motion, backdoor cuts, and spacing to create high-percentage scoring opportunities through teamwork and patience.
  • F. None of above. chosen

Provenance (2 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3dc01248190ab1c8943d180ca05 completed April 20, 2026, 3:56 a.m.
Created at: April 10, 2026, 11:53 a.m.