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.