Triple

T18945071
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Chait E463489 entity
Predicate notableWork P4 FINISHED
Object The Big Con: Crackpot Economics and the Fleecing of America
The Big Con: Crackpot Economics and the Fleecing of America is a political and economic critique in which journalist Jonathan Chait argues that conservative economic policies are based on flawed ideas that primarily benefit the wealthy at the expense of the broader public.
E1351435 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 Big Con: Crackpot Economics and the Fleecing of America | Statement: [Jonathan Chait, notableWork, The Big Con: Crackpot Economics and the Fleecing of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Big Con: Crackpot Economics and the Fleecing of America
Context triple: [Jonathan Chait, notableWork, The Big Con: Crackpot Economics and the Fleecing of America]
  • A. The Politically Incorrect Guide to Capitalism
    The Politically Incorrect Guide to Capitalism is a popular economics book by Robert P. Murphy that defends free-market capitalism and challenges common criticisms of the system.
  • B. Counterfeit Gods: The Empty Promises of Money, Sex, and Power, and the Only Hope that Matters
    "Counterfeit Gods: The Empty Promises of Money, Sex, and Power, and the Only Hope that Matters" is a Christian non-fiction book by pastor and theologian Timothy Keller that explores modern idolatry and how ultimate fulfillment is found only in God rather than in worldly pursuits.
  • C. 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.
  • 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. Meme Wars: The Creative Destruction of Neoclassical Economics
    Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
  • 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 Big Con: Crackpot Economics and the Fleecing of America
Triple: [Jonathan Chait, notableWork, The Big Con: Crackpot Economics and the Fleecing of America]
Generated description
The Big Con: Crackpot Economics and the Fleecing of America is a political and economic critique in which journalist Jonathan Chait argues that conservative economic policies are based on flawed ideas that primarily benefit the wealthy at the expense of the broader public.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Big Con: Crackpot Economics and the Fleecing of America
Target entity description: The Big Con: Crackpot Economics and the Fleecing of America is a political and economic critique in which journalist Jonathan Chait argues that conservative economic policies are based on flawed ideas that primarily benefit the wealthy at the expense of the broader public.
  • A. The Politically Incorrect Guide to Capitalism
    The Politically Incorrect Guide to Capitalism is a popular economics book by Robert P. Murphy that defends free-market capitalism and challenges common criticisms of the system.
  • B. Counterfeit Gods: The Empty Promises of Money, Sex, and Power, and the Only Hope that Matters
    "Counterfeit Gods: The Empty Promises of Money, Sex, and Power, and the Only Hope that Matters" is a Christian non-fiction book by pastor and theologian Timothy Keller that explores modern idolatry and how ultimate fulfillment is found only in God rather than in worldly pursuits.
  • C. 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.
  • 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. Meme Wars: The Creative Destruction of Neoclassical Economics
    Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
  • 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_69d8dcfec90481909e926be9767e5779 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d53e6e0c81908a547e21c4819bac completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fcc18b48190b3cce80f996f0f16 completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a42828bc819093b89d2007f246a9 completed May 14, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a05a606d7ac819089c8db42bebb510e completed May 14, 2026, 10:37 a.m.
Created at: April 10, 2026, 11:59 a.m.