Triple
T17264758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John A. Byrne |
E419095
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object |
Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price
"Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price" is a nonfiction business biography that chronicles the controversial rise and fall of corporate executive Al Dunlap, notorious for his ruthless cost-cutting and shareholder-first tactics.
|
E1259964
|
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: Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price | Statement: [John A. Byrne, coAuthorOf, Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price Context triple: [John A. Byrne, coAuthorOf, Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price]
-
A.
People, Power, and Profits
People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
-
B.
The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
"The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron" is a nonfiction investigative book that chronicles the meteoric growth and catastrophic collapse of the Enron Corporation, exposing the corporate fraud, hubris, and systemic failures behind one of the biggest business scandals in U.S. history.
-
C.
Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America
"Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America" is a nonfiction book by Arianna Huffington that critiques the collusion between big business and government and its damaging impact on American democracy and the middle class.
-
D.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
E.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
- 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: Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price Triple: [John A. Byrne, coAuthorOf, Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price]
Generated description
"Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price" is a nonfiction business biography that chronicles the controversial rise and fall of corporate executive Al Dunlap, notorious for his ruthless cost-cutting and shareholder-first tactics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price Target entity description: "Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price" is a nonfiction business biography that chronicles the controversial rise and fall of corporate executive Al Dunlap, notorious for his ruthless cost-cutting and shareholder-first tactics.
-
A.
People, Power, and Profits
People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
-
B.
The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
"The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron" is a nonfiction investigative book that chronicles the meteoric growth and catastrophic collapse of the Enron Corporation, exposing the corporate fraud, hubris, and systemic failures behind one of the biggest business scandals in U.S. history.
-
C.
Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America
"Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America" is a nonfiction book by Arianna Huffington that critiques the collusion between big business and government and its damaging impact on American democracy and the middle class.
-
D.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
E.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4432fc81908fd90865822af1fa |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01794641648190a5db87ecb359c17a |
completed | May 11, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_6a017abddcc48190872f77b62ac9896e |
completed | May 11, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017b7e72908190913215717fb04b0f |
completed | May 11, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:40 a.m.