Triple
T15159855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Gertler |
E362179
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Bernanke–Gertler–Gilchrist model of the financial accelerator |
E1140764
|
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: Bernanke–Gertler–Gilchrist model of the financial accelerator | Statement: [Mark Gertler, knownFor, Bernanke–Gertler–Gilchrist model of the financial accelerator]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernanke–Gertler–Gilchrist model of the financial accelerator Context triple: [Mark Gertler, knownFor, Bernanke–Gertler–Gilchrist model of the financial accelerator]
-
A.
Bernanke–Gertler financial accelerator model
chosen
The Bernanke–Gertler financial accelerator model is a macroeconomic framework that explains how imperfections in credit markets can amplify and propagate economic shocks through borrowers’ balance sheets and external finance premia.
-
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.
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.
-
D.
“Inside the Black Box: The Credit Channel of Monetary Policy Transmission”
“Inside the Black Box: The Credit Channel of Monetary Policy Transmission” is an influential economics paper that analyzes how financial frictions and credit markets amplify and transmit the effects of monetary policy on the real economy.
-
E.
Interest and Prices: Foundations of a Theory of Monetary Policy
Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0060dd71881908ecc4a4f52d438a5 |
completed | April 15, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec885d68c8190999529b69bc34fec |
completed | May 9, 2026, 5:39 a.m. |
Created at: April 10, 2026, 3:08 a.m.