Triple
T8800711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Polman |
E209398
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Net Positive: How Courageous Companies Thrive by Giving More Than They Take
Net Positive: How Courageous Companies Thrive by Giving More Than They Take is a business and leadership book that outlines how companies can achieve long-term success by creating value for society and the environment rather than focusing solely on short-term profit.
|
E759301
|
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: Net Positive: How Courageous Companies Thrive by Giving More Than They Take | Statement: [Paul Polman, notableWork, Net Positive: How Courageous Companies Thrive by Giving More Than They Take]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Net Positive: How Courageous Companies Thrive by Giving More Than They Take Context triple: [Paul Polman, notableWork, Net Positive: How Courageous Companies Thrive by Giving More Than They Take]
-
A.
Conscious Capitalism: Liberating the Heroic Spirit of Business
Conscious Capitalism: Liberating the Heroic Spirit of Business is a business and leadership book by Whole Foods Market co-founder John Mackey that advocates for purpose-driven, ethical, and stakeholder-oriented approaches to capitalism.
-
B.
Delivering Happiness: A Path to Profits, Passion, and Purpose
"Delivering Happiness: A Path to Profits, Passion, and Purpose" is a business and leadership book by Zappos CEO Tony Hsieh that explores how prioritizing company culture and employee happiness can drive long-term success and profitability.
-
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.
Giving 2.0: Transform Your Giving and Our World
"Giving 2.0: Transform Your Giving and Our World" is a philanthropy guidebook by Laura Arrillaga-Andreessen that teaches individuals and families how to give more strategically and effectively to create greater social impact.
-
E.
The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
- 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: Net Positive: How Courageous Companies Thrive by Giving More Than They Take Triple: [Paul Polman, notableWork, Net Positive: How Courageous Companies Thrive by Giving More Than They Take]
Generated description
Net Positive: How Courageous Companies Thrive by Giving More Than They Take is a business and leadership book that outlines how companies can achieve long-term success by creating value for society and the environment rather than focusing solely on short-term profit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Net Positive: How Courageous Companies Thrive by Giving More Than They Take Target entity description: Net Positive: How Courageous Companies Thrive by Giving More Than They Take is a business and leadership book that outlines how companies can achieve long-term success by creating value for society and the environment rather than focusing solely on short-term profit.
-
A.
Conscious Capitalism: Liberating the Heroic Spirit of Business
Conscious Capitalism: Liberating the Heroic Spirit of Business is a business and leadership book by Whole Foods Market co-founder John Mackey that advocates for purpose-driven, ethical, and stakeholder-oriented approaches to capitalism.
-
B.
Delivering Happiness: A Path to Profits, Passion, and Purpose
"Delivering Happiness: A Path to Profits, Passion, and Purpose" is a business and leadership book by Zappos CEO Tony Hsieh that explores how prioritizing company culture and employee happiness can drive long-term success and profitability.
-
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.
Giving 2.0: Transform Your Giving and Our World
"Giving 2.0: Transform Your Giving and Our World" is a philanthropy guidebook by Laura Arrillaga-Andreessen that teaches individuals and families how to give more strategically and effectively to create greater social impact.
-
E.
The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
- 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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fb8aab88190befed16301e08efc |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f6fdd688190bf40bbde0be991e1 |
completed | April 3, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69cf718a6f2c81908f8b8d08a1437749 |
completed | April 3, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7275fea08190b8999fb30663ff17 |
completed | April 3, 2026, 7:55 a.m. |
Created at: March 30, 2026, 6:44 p.m.