Triple

T2504724
Position Surface form Disambiguated ID Type / Status
Subject Lucas critique E52550 entity
Predicate relatedTo P37 FINISHED
Object microfoundations of macroeconomics
Microfoundations of macroeconomics is an approach that explains aggregate economic phenomena using explicit models of individual agents’ behavior and interactions, ensuring that macroeconomic relationships are consistent with underlying microeconomic principles.
E9569 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: microfoundations of macroeconomics | Statement: [Lucas critique, relatedTo, microfoundations of macroeconomics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: microfoundations of macroeconomics
Context triple: [Lucas critique, relatedTo, microfoundations of macroeconomics]
  • A. Macroeconomics (with Rudiger Dornbusch and Richard Startz)
    "Macroeconomics (with Rudiger Dornbusch and Richard Startz)" is a widely used intermediate-level macroeconomics textbook that presents modern macroeconomic theory and policy analysis in a clear, rigorous, and empirically grounded way.
  • B. New Keynesian economics
    New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
  • C. neoclassical economics
    Neoclassical economics is a dominant school of economic thought that explains prices, output, and income distribution primarily through marginal analysis, individual rational choice, and market equilibrium.
  • D. Lectures on Macroeconomics (with Olivier Blanchard)
    "Lectures on Macroeconomics" is an influential graduate-level textbook co-authored by Stanley Fischer and Olivier Blanchard that systematically develops modern macroeconomic theory and its applications.
  • E. real business cycle theory
    Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
  • 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: microfoundations of macroeconomics
Triple: [Lucas critique, relatedTo, microfoundations of macroeconomics]
Generated description
Microfoundations of macroeconomics is an approach that explains aggregate economic phenomena using explicit models of individual agents’ behavior and interactions, ensuring that macroeconomic relationships are consistent with underlying microeconomic principles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: microfoundations of macroeconomics
Target entity description: Microfoundations of macroeconomics is an approach that explains aggregate economic phenomena using explicit models of individual agents’ behavior and interactions, ensuring that macroeconomic relationships are consistent with underlying microeconomic principles.
  • A. Macroeconomics (with Rudiger Dornbusch and Richard Startz)
    "Macroeconomics (with Rudiger Dornbusch and Richard Startz)" is a widely used intermediate-level macroeconomics textbook that presents modern macroeconomic theory and policy analysis in a clear, rigorous, and empirically grounded way.
  • B. New Keynesian economics chosen
    New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
  • C. neoclassical economics
    Neoclassical economics is a dominant school of economic thought that explains prices, output, and income distribution primarily through marginal analysis, individual rational choice, and market equilibrium.
  • D. Lectures on Macroeconomics (with Olivier Blanchard)
    "Lectures on Macroeconomics" is an influential graduate-level textbook co-authored by Stanley Fischer and Olivier Blanchard that systematically develops modern macroeconomic theory and its applications.
  • E. real business cycle theory
    Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
  • F. None of above.

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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cd2db0819087d21ec49ffd9585 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa57aa4819096578a5538973ec4 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.