Triple

T947252
Position Surface form Disambiguated ID Type / Status
Subject Stephen A. Schwarzman E20439 entity
Predicate notableWork P4 FINISHED
Object 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.
E111598 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: What It Takes: Lessons in the Pursuit of Excellence | Statement: [Stephen A. Schwarzman, notableWork, What It Takes: Lessons in the Pursuit of Excellence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What It Takes: Lessons in the Pursuit of Excellence
Context triple: [Stephen A. Schwarzman, notableWork, What It Takes: Lessons in the Pursuit of Excellence]
  • A. 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.
  • B. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • C. 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.
  • D. The 7 Habits of Highly Effective People
    The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
  • E. Life Is What You Make It: Finding Your Own Path to Fulfillment
    Life Is What You Make It: Finding Your Own Path to Fulfillment is a reflective self-help and memoir-style book by Peter Buffett that explores personal values, purpose, and redefining success beyond wealth and privilege.
  • 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: What It Takes: Lessons in the Pursuit of Excellence
Triple: [Stephen A. Schwarzman, notableWork, What It Takes: Lessons in the Pursuit of Excellence]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What It Takes: Lessons in the Pursuit of Excellence
Target entity description: "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.
  • A. 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.
  • B. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • C. 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.
  • D. The 7 Habits of Highly Effective People
    The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
  • E. Life Is What You Make It: Finding Your Own Path to Fulfillment
    Life Is What You Make It: Finding Your Own Path to Fulfillment is a reflective self-help and memoir-style book by Peter Buffett that explores personal values, purpose, and redefining success beyond wealth and privilege.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3be19448190a8863fce3d152430 completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826e8cdfc8190846717a11d7b12c4 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a84d39b3b881909ba8d1c4a4757ede completed March 4, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69a84dbeef6c81908dd6593722dfb52b completed March 4, 2026, 3:20 p.m.
Created at: March 1, 2026, 7:40 p.m.