Triple
T15159874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Gertler |
E362179
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | “Financial Accelerator in a Quantitative Business Cycle Framework” |
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: “Financial Accelerator in a Quantitative Business Cycle Framework” | Statement: [Mark Gertler, notableWork, “Financial Accelerator in a Quantitative Business Cycle Framework”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “Financial Accelerator in a Quantitative Business Cycle Framework” Context triple: [Mark Gertler, notableWork, “Financial Accelerator in a Quantitative Business Cycle Framework”]
-
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.
“Models of Business Cycles”
“Models of Business Cycles” is an influential economics book by Robert Lucas Jr. that develops a rigorous, microfounded theory of business cycle fluctuations using rational expectations and real business cycle methodology.
-
C.
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.
-
D.
Fiscal Policy and Business Cycles
"Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
-
E.
Monetary Policy, Inflation, and the Business Cycle
"Monetary Policy, Inflation, and the Business Cycle" is a widely cited macroeconomics book that develops and applies New Keynesian models to analyze how monetary policy affects inflation dynamics and economic fluctuations.
- 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_69fed32637748190b566602b5b37fbd3 |
completed | May 9, 2026, 6:24 a.m. |
Created at: April 10, 2026, 3:08 a.m.