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.