Triple

T10908980
Position Surface form Disambiguated ID Type / Status
Subject A. G. Lafley E257642 entity
Predicate coAuthor P398 FINISHED
Object Playing to Win: How Strategy Really Works
"Playing to Win: How Strategy Really Works" is a business strategy book that outlines a practical, choice-based framework for creating competitive advantage and driving organizational success.
E892633 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: Playing to Win: How Strategy Really Works | Statement: [A. G. Lafley, coAuthor, Playing to Win: How Strategy Really Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Playing to Win: How Strategy Really Works
Context triple: [A. G. Lafley, coAuthor, Playing to Win: How Strategy Really Works]
  • A. 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.
  • B. The Trump Card: Playing to Win in Work and Life
    The Trump Card: Playing to Win in Work and Life is a self-help and business advice book by Ivanka Trump that blends personal anecdotes with guidance on career success and personal branding.
  • C. Competing Against Luck
    Competing Against Luck is a business strategy book by Clayton Christensen that introduces and applies the "Jobs to Be Done" theory to explain how companies can systematically innovate and create successful products.
  • D. 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.
  • E. Think Win-Win
    Think Win-Win is a principle from Stephen R. Covey’s 7 Habits framework that emphasizes seeking mutually beneficial solutions in relationships and interactions.
  • 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: Playing to Win: How Strategy Really Works
Triple: [A. G. Lafley, coAuthor, Playing to Win: How Strategy Really Works]
Generated description
"Playing to Win: How Strategy Really Works" is a business strategy book that outlines a practical, choice-based framework for creating competitive advantage and driving organizational success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Playing to Win: How Strategy Really Works
Target entity description: "Playing to Win: How Strategy Really Works" is a business strategy book that outlines a practical, choice-based framework for creating competitive advantage and driving organizational success.
  • A. 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.
  • B. The Trump Card: Playing to Win in Work and Life
    The Trump Card: Playing to Win in Work and Life is a self-help and business advice book by Ivanka Trump that blends personal anecdotes with guidance on career success and personal branding.
  • C. Competing Against Luck
    Competing Against Luck is a business strategy book by Clayton Christensen that introduces and applies the "Jobs to Be Done" theory to explain how companies can systematically innovate and create successful products.
  • D. 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.
  • E. Think Win-Win
    Think Win-Win is a principle from Stephen R. Covey’s 7 Habits framework that emphasizes seeking mutually beneficial solutions in relationships and interactions.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7706824d08190ba894d144cc6b3ba completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e1554fc61c8190a0354e2f24cb62e4 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e1801dc2e8819099bc862705871761 completed April 17, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69e1831802608190b5c3c5a4e8d8681a completed April 17, 2026, 12:47 a.m.
Created at: April 8, 2026, 9:22 p.m.