Triple

T13037973
Position Surface form Disambiguated ID Type / Status
Subject Greg Kaplan E326612 entity
Predicate notableWork P4 FINISHED
Object “The Heterogeneous-Agent New Keynesian Model”
“The Heterogeneous-Agent New Keynesian Model” is an influential macroeconomic framework that incorporates household heterogeneity and incomplete markets into New Keynesian analysis to better explain consumption, inequality, and monetary policy transmission.
E1016917 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 Heterogeneous-Agent New Keynesian Model” | Statement: [Greg Kaplan, notableWork, “The Heterogeneous-Agent New Keynesian Model”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “The Heterogeneous-Agent New Keynesian Model”
Context triple: [Greg Kaplan, notableWork, “The Heterogeneous-Agent New Keynesian Model”]
  • A. New Keynesian Phillips Curve
    The New Keynesian Phillips Curve is a macroeconomic relationship that links inflation dynamics to expected future inflation and real economic activity, derived from models with nominal rigidities and forward-looking behavior.
  • B. Recursive Macroeconomic Theory by Lars Ljungqvist and Thomas J. Sargent
    "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.
  • C. The New Keynesian Phillips Curve: Time Series Evidence from the Euro Area
    "The New Keynesian Phillips Curve: Time Series Evidence from the Euro Area" is an influential empirical economics paper by Jordi Galí that tests and supports New Keynesian inflation dynamics using euro area data.
  • D. 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.
  • E. Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Postwar U.S. Data?
    "Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Postwar U.S. Data?" is an influential macroeconomics paper by Jordi Galí that empirically evaluates the ability of real business cycle models driven by technology shocks to explain postwar U.S. economic fluctuations.
  • 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 Heterogeneous-Agent New Keynesian Model”
Triple: [Greg Kaplan, notableWork, “The Heterogeneous-Agent New Keynesian Model”]
Generated description
“The Heterogeneous-Agent New Keynesian Model” is an influential macroeconomic framework that incorporates household heterogeneity and incomplete markets into New Keynesian analysis to better explain consumption, inequality, and monetary policy transmission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “The Heterogeneous-Agent New Keynesian Model”
Target entity description: “The Heterogeneous-Agent New Keynesian Model” is an influential macroeconomic framework that incorporates household heterogeneity and incomplete markets into New Keynesian analysis to better explain consumption, inequality, and monetary policy transmission.
  • A. New Keynesian Phillips Curve
    The New Keynesian Phillips Curve is a macroeconomic relationship that links inflation dynamics to expected future inflation and real economic activity, derived from models with nominal rigidities and forward-looking behavior.
  • B. Recursive Macroeconomic Theory by Lars Ljungqvist and Thomas J. Sargent
    "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.
  • C. The New Keynesian Phillips Curve: Time Series Evidence from the Euro Area
    "The New Keynesian Phillips Curve: Time Series Evidence from the Euro Area" is an influential empirical economics paper by Jordi Galí that tests and supports New Keynesian inflation dynamics using euro area data.
  • D. 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.
  • E. Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Postwar U.S. Data?
    "Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Postwar U.S. Data?" is an influential macroeconomics paper by Jordi Galí that empirically evaluates the ability of real business cycle models driven by technology shocks to explain postwar U.S. economic fluctuations.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804b743c8190810dc5c14bc6d912 completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd12eec81908ad5dae638c2210e completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cdc285788190a05a51295306f087 completed May 3, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceb0d3008190ae17919d26418078 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:55 p.m.