Triple

T18945078
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Chait E463489 entity
Predicate notableIdea P4 FINISHED
Object Critique of supply-side economics
Critique of supply-side economics is Jonathan Chait’s well-known economic and political stance challenging the claims and effectiveness of conservative, tax-cut-focused economic policies.
E1351438 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: Critique of supply-side economics | Statement: [Jonathan Chait, notableIdea, Critique of supply-side economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Critique of supply-side economics
Context triple: [Jonathan Chait, notableIdea, Critique of supply-side economics]
  • A. Review of Keynesian Economics
    Review of Keynesian Economics is an academic journal that publishes research and debate on Keynesian and post-Keynesian economic theory and policy.
  • B. Reflections of a Political Economist
    Reflections of a Political Economist is a book by economist Marina von Neumann Whitman in which she analyzes economic policy and public affairs from the perspective of both an academic and a practitioner.
  • C. Contra Krugman
    Contra Krugman is a podcast that critiques and analyzes the economic and political commentary of economist Paul Krugman from a free-market, Austrian economics perspective.
  • D. supply-side school of economics
    The supply-side school of economics is a macroeconomic theory that emphasizes boosting economic growth by improving production incentives—such as lowering taxes and reducing regulation—to increase supply, investment, and employment.
  • E. Classical Political Economy and the Role of Demand
    Classical Political Economy and the Role of Demand is a scholarly work by economist Krishna Bharadwaj that reinterprets classical economic theory by emphasizing the central importance of demand in value, distribution, and growth.
  • 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: Critique of supply-side economics
Triple: [Jonathan Chait, notableIdea, Critique of supply-side economics]
Generated description
Critique of supply-side economics is Jonathan Chait’s well-known economic and political stance challenging the claims and effectiveness of conservative, tax-cut-focused economic policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Critique of supply-side economics
Target entity description: Critique of supply-side economics is Jonathan Chait’s well-known economic and political stance challenging the claims and effectiveness of conservative, tax-cut-focused economic policies.
  • A. Review of Keynesian Economics
    Review of Keynesian Economics is an academic journal that publishes research and debate on Keynesian and post-Keynesian economic theory and policy.
  • B. Reflections of a Political Economist
    Reflections of a Political Economist is a book by economist Marina von Neumann Whitman in which she analyzes economic policy and public affairs from the perspective of both an academic and a practitioner.
  • C. Contra Krugman
    Contra Krugman is a podcast that critiques and analyzes the economic and political commentary of economist Paul Krugman from a free-market, Austrian economics perspective.
  • D. supply-side school of economics
    The supply-side school of economics is a macroeconomic theory that emphasizes boosting economic growth by improving production incentives—such as lowering taxes and reducing regulation—to increase supply, investment, and employment.
  • E. Classical Political Economy and the Role of Demand
    Classical Political Economy and the Role of Demand is a scholarly work by economist Krishna Bharadwaj that reinterprets classical economic theory by emphasizing the central importance of demand in value, distribution, and growth.
  • 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.