Triple

T11927881
Position Surface form Disambiguated ID Type / Status
Subject Thomas J. Sargent E283829 entity
Predicate notableWork P4 FINISHED
Object Recursive Macroeconomic Theory E930673 NE FINISHED

How this triple was built (2 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: Recursive Macroeconomic Theory | Statement: [Thomas J. Sargent, notableWork, Recursive Macroeconomic Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Recursive Macroeconomic Theory
Context triple: [Thomas J. Sargent, notableWork, Recursive Macroeconomic Theory]
  • A. Recursive Macroeconomic Theory by Lars Ljungqvist and Thomas J. Sargent chosen
    "Recursive Macroeconomic Theory" by Lars Ljungqvist and Thomas J. Sargent is a graduate-level textbook that develops modern dynamic macroeconomics using recursive methods, with a strong emphasis on rigorous microfoundations and applications to topics such as growth, unemployment, and monetary and fiscal policy.
  • B. 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.
  • C. Theory of Economic Dynamics
    Theory of Economic Dynamics is a seminal work by Michał Kalecki that develops a macroeconomic framework for analyzing business cycles, investment, and long-run growth under conditions of imperfect competition.
  • D. “Recursive Methods in Economic Dynamics”
    “Recursive Methods in Economic Dynamics” is a foundational economics text that develops and applies recursive (dynamic programming) techniques to analyze intertemporal economic models and dynamic general equilibrium.
  • E. Keynesian business cycle theories
    Keynesian business cycle theories explain economic fluctuations primarily through changes in aggregate demand, emphasizing the roles of price and wage rigidities, government policy, and market imperfections in causing and mitigating recessions and booms.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903024afc8190a97aa3263dc7d017 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f458a576fc8190b68b27365cd53caf completed May 1, 2026, 7:39 a.m.
Created at: April 8, 2026, 9:45 p.m.