Triple

T18630742
Position Surface form Disambiguated ID Type / Status
Subject John Muth E455408 entity
Predicate contributedTo P37 FINISHED
Object microfoundations of macroeconomics — NE NERFINISHED

How this triple was built (3 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: [John Muth, contributedTo, microfoundations of macroeconomics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: microfoundations of macroeconomics
Context triple: [John Muth, contributedTo, microfoundations of macroeconomics]
  • A. Dynamic Macroeconomic Theory
    Dynamic Macroeconomic Theory is a foundational economics book by Thomas J. Sargent that rigorously develops modern macroeconomic analysis using dynamic optimization and rational expectations.
  • B. Microeconomic Foundations I: Choice and Competitive Markets
    Microeconomic Foundations I: Choice and Competitive Markets is a graduate-level textbook by economist David M. Kreps that rigorously develops individual choice theory and general competitive equilibrium using modern microeconomic and game-theoretic tools.
  • C. “Macroeconomics”
    “Macroeconomics” is a widely used economics textbook that provides a comprehensive introduction to the behavior and performance of an economy as a whole, including topics like inflation, unemployment, and economic growth.
  • D. Advanced Macroeconomics
    Advanced Macroeconomics is a widely used graduate-level textbook that presents modern macroeconomic theory with a rigorous, microfounded, and mathematically formal approach.
  • E. Diamond–Mortensen–Pissarides model
    The Diamond–Mortensen–Pissarides model is a foundational macroeconomic framework that explains unemployment, job creation, and labor market frictions through search and matching between workers and firms.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: microfoundations of macroeconomics
Target entity description: The microfoundations of macroeconomics is an approach that explains aggregate economic phenomena using explicit models of individual agents’ behavior and interactions, grounding macroeconomic relationships in microeconomic principles.
  • A. Dynamic Macroeconomic Theory
    Dynamic Macroeconomic Theory is a foundational economics book by Thomas J. Sargent that rigorously develops modern macroeconomic analysis using dynamic optimization and rational expectations.
  • B. Microeconomic Foundations I: Choice and Competitive Markets
    Microeconomic Foundations I: Choice and Competitive Markets is a graduate-level textbook by economist David M. Kreps that rigorously develops individual choice theory and general competitive equilibrium using modern microeconomic and game-theoretic tools.
  • C. “Macroeconomics”
    “Macroeconomics” is a widely used economics textbook that provides a comprehensive introduction to the behavior and performance of an economy as a whole, including topics like inflation, unemployment, and economic growth.
  • D. Advanced Macroeconomics
    Advanced Macroeconomics is a widely used graduate-level textbook that presents modern macroeconomic theory with a rigorous, microfounded, and mathematically formal approach.
  • E. Diamond–Mortensen–Pissarides model
    The Diamond–Mortensen–Pissarides model is a foundational macroeconomic framework that explains unemployment, job creation, and labor market frictions through search and matching between workers and firms.
  • F. None of above. chosen

Provenance (2 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54f07fa8481908b2535b8fba70b7e completed April 19, 2026, 9:54 p.m.
Created at: April 10, 2026, 11:46 a.m.