Triple

T6590093
Position Surface form Disambiguated ID Type / Status
Subject Steven B. Sample E159330 entity
Predicate authorOf P4244 FINISHED
Object The Contrarian’s Guide to Leadership
The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
E603426 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: The Contrarian’s Guide to Leadership | Statement: [Steven B. Sample, authorOf, The Contrarian’s Guide to Leadership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Contrarian’s Guide to Leadership
Context triple: [Steven B. Sample, authorOf, The Contrarian’s Guide to Leadership]
  • A. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • B. Principle-Centered Leadership
    Principle-Centered Leadership is a leadership philosophy and framework by Stephen R. Covey that emphasizes guiding decisions and behavior through timeless, universal principles such as integrity, responsibility, and service.
  • C. It Worked for Me: In Life and Leadership
    "It Worked for Me: In Life and Leadership" is a memoir and leadership guide by Colin Powell that shares lessons and anecdotes from his military and public service career.
  • D. Leadership in Turbulent Times
    Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
  • E. Wooden on Leadership
    Wooden on Leadership is a book in which legendary basketball coach John Wooden distills his philosophy on leadership, character, and team success.
  • 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: The Contrarian’s Guide to Leadership
Triple: [Steven B. Sample, authorOf, The Contrarian’s Guide to Leadership]
Generated description
The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Contrarian’s Guide to Leadership
Target entity description: The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
  • A. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • B. Principle-Centered Leadership
    Principle-Centered Leadership is a leadership philosophy and framework by Stephen R. Covey that emphasizes guiding decisions and behavior through timeless, universal principles such as integrity, responsibility, and service.
  • C. It Worked for Me: In Life and Leadership
    "It Worked for Me: In Life and Leadership" is a memoir and leadership guide by Colin Powell that shares lessons and anecdotes from his military and public service career.
  • D. Leadership in Turbulent Times
    Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
  • E. Wooden on Leadership
    Wooden on Leadership is a book in which legendary basketball coach John Wooden distills his philosophy on leadership, character, and team success.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb201e88190808cf5779349f96c completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d57bde388190919ff6820e1b9610 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d6adc8c88190aa4ed066a2c99657 completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8486534819080b75cad9cc32276 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:55 p.m.