Triple

T3153869
Position Surface form Disambiguated ID Type / Status
Subject Steve Harvey E65938 entity
Predicate notableWork P4 FINISHED
Object Act Like a Success, Think Like a Success
Act Like a Success, Think Like a Success is a self-help book by Steve Harvey that offers motivational guidance on achieving personal and professional success through mindset and purposeful action.
E331409 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: Act Like a Success, Think Like a Success | Statement: [Steve Harvey, notableWork, Act Like a Success, Think Like a Success]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act Like a Success, Think Like a Success
Context triple: [Steve Harvey, notableWork, Act Like a Success, Think Like a Success]
  • A. 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.
  • 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. 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.
  • D. A Passion for Success
    "A Passion for Success" is a motivational and philosophical business book by Japanese entrepreneur and philanthropist Kazuo Inamori, outlining his principles for ethical leadership, personal growth, and corporate management.
  • E. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • 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: Act Like a Success, Think Like a Success
Triple: [Steve Harvey, notableWork, Act Like a Success, Think Like a Success]
Generated description
Act Like a Success, Think Like a Success is a self-help book by Steve Harvey that offers motivational guidance on achieving personal and professional success through mindset and purposeful action.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act Like a Success, Think Like a Success
Target entity description: Act Like a Success, Think Like a Success is a self-help book by Steve Harvey that offers motivational guidance on achieving personal and professional success through mindset and purposeful action.
  • A. 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.
  • 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. 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.
  • D. A Passion for Success
    "A Passion for Success" is a motivational and philosophical business book by Japanese entrepreneur and philanthropist Kazuo Inamori, outlining his principles for ethical leadership, personal growth, and corporate management.
  • E. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5c3d6d481908c296e9e09c07f6f completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.