Triple
T8800925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arianna Huffington |
E209402
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E759331
|
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: Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America | Statement: [Arianna Huffington, notableWork, Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America Context triple: [Arianna Huffington, notableWork, Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America]
-
A.
Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It
Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It is a critical political-philosophical work by Nancy Fraser that analyzes contemporary capitalism’s destructive effects on democracy, social reproduction, and the environment while outlining possibilities for systemic transformation.
-
B.
Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
"Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
-
C.
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.
-
D.
Stolen Harvest: The Hijacking of the Global Food Supply
Stolen Harvest: The Hijacking of the Global Food Supply is a book by environmental activist Vandana Shiva that critiques industrial agriculture, corporate control of seeds and food systems, and their impacts on farmers, biodiversity, and food sovereignty.
-
E.
23 Things They Don’t Tell You About Capitalism
23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
- 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: Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America Triple: [Arianna Huffington, notableWork, Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America Target entity description: "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.
-
A.
Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It
Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It is a critical political-philosophical work by Nancy Fraser that analyzes contemporary capitalism’s destructive effects on democracy, social reproduction, and the environment while outlining possibilities for systemic transformation.
-
B.
Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
"Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
-
C.
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.
-
D.
Stolen Harvest: The Hijacking of the Global Food Supply
Stolen Harvest: The Hijacking of the Global Food Supply is a book by environmental activist Vandana Shiva that critiques industrial agriculture, corporate control of seeds and food systems, and their impacts on farmers, biodiversity, and food sovereignty.
-
E.
23 Things They Don’t Tell You About Capitalism
23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
- 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.