Triple

T7087423
Position Surface form Disambiguated ID Type / Status
Subject John Mackey E165110 entity
Predicate notableWork P4 FINISHED
Object Conscious Leadership: Elevating Humanity Through Business
Conscious Leadership: Elevating Humanity Through Business is a business and leadership book by Whole Foods co-founder John Mackey that promotes purpose-driven, ethical, and values-based approaches to leading organizations.
E639981 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: Conscious Leadership: Elevating Humanity Through Business | Statement: [John Mackey, notableWork, Conscious Leadership: Elevating Humanity Through Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Conscious Leadership: Elevating Humanity Through Business
Context triple: [John Mackey, notableWork, Conscious Leadership: Elevating Humanity Through Business]
  • A. 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.
  • B. 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.
  • C. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • D. 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.
  • E. Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
    "Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
  • 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: Conscious Leadership: Elevating Humanity Through Business
Triple: [John Mackey, notableWork, Conscious Leadership: Elevating Humanity Through Business]
Generated description
Conscious Leadership: Elevating Humanity Through Business is a business and leadership book by Whole Foods co-founder John Mackey that promotes purpose-driven, ethical, and values-based approaches to leading organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Conscious Leadership: Elevating Humanity Through Business
Target entity description: Conscious Leadership: Elevating Humanity Through Business is a business and leadership book by Whole Foods co-founder John Mackey that promotes purpose-driven, ethical, and values-based approaches to leading organizations.
  • A. 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.
  • B. 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.
  • C. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • D. 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.
  • E. Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
    "Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e513d9b08190a8a8d213c2264ce4 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794888abc8190ada2ae826449745a completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7954253948190ab2bb3f7fc699fc3 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795b1be18819087a4a70fc567bd80 completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:41 p.m.