Triple

T16318116
Position Surface form Disambiguated ID Type / Status
Subject Larry McReynolds E396222 entity
Predicate notablePublication P4 FINISHED
Object How to Become a Winning Crew Chief
"How to Become a Winning Crew Chief" is a book by renowned NASCAR crew chief and broadcaster Larry McReynolds that offers insights and guidance on succeeding in the role of a racing crew chief.
E1207005 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: How to Become a Winning Crew Chief | Statement: [Larry McReynolds, notablePublication, How to Become a Winning Crew Chief]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Become a Winning Crew Chief
Context triple: [Larry McReynolds, notablePublication, How to Become a Winning Crew Chief]
  • A. How to Win: Talent, Strategy and Management
    "How to Win: Talent, Strategy and Management" is a leadership and high-performance management book by former England rugby coach Sir Clive Woodward, outlining his principles for building successful teams in sport and business.
  • B. What It Takes: Lessons in the Pursuit of Excellence
    "What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
  • C. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • D. Win Forever: Live, Work, and Play Like a Champion
    "Win Forever: Live, Work, and Play Like a Champion" is a motivational and leadership book by NFL coach Pete Carroll that outlines his competitive philosophy and approach to achieving sustained excellence in sports and life.
  • E. The Winner Within: A Life Plan for Team Players
    The Winner Within: A Life Plan for Team Players is a motivational and leadership book by NBA coach Pat Riley that uses basketball experiences to teach principles of teamwork, success, and personal growth.
  • 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: How to Become a Winning Crew Chief
Triple: [Larry McReynolds, notablePublication, How to Become a Winning Crew Chief]
Generated description
"How to Become a Winning Crew Chief" is a book by renowned NASCAR crew chief and broadcaster Larry McReynolds that offers insights and guidance on succeeding in the role of a racing crew chief.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Become a Winning Crew Chief
Target entity description: "How to Become a Winning Crew Chief" is a book by renowned NASCAR crew chief and broadcaster Larry McReynolds that offers insights and guidance on succeeding in the role of a racing crew chief.
  • A. How to Win: Talent, Strategy and Management
    "How to Win: Talent, Strategy and Management" is a leadership and high-performance management book by former England rugby coach Sir Clive Woodward, outlining his principles for building successful teams in sport and business.
  • B. What It Takes: Lessons in the Pursuit of Excellence
    "What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
  • C. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • D. Win Forever: Live, Work, and Play Like a Champion
    "Win Forever: Live, Work, and Play Like a Champion" is a motivational and leadership book by NFL coach Pete Carroll that outlines his competitive philosophy and approach to achieving sustained excellence in sports and life.
  • E. The Winner Within: A Life Plan for Team Players
    The Winner Within: A Life Plan for Team Players is a motivational and leadership book by NBA coach Pat Riley that uses basketball experiences to teach principles of teamwork, success, and personal growth.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b3e3e081908a996b3e57ca4e32 completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002606f0e0819081f50dae9e6b7a0d completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00275e44d481909bed62779ea9a0d7 completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0027f99d948190b22812f0c9a2c0ff completed May 10, 2026, 6:38 a.m.
Created at: April 10, 2026, 5:06 a.m.