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.