Triple
T6267218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Time to Build and Aggregate Fluctuations |
E140442
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Real Business Cycles |
E266791
|
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: Real Business Cycles | Statement: [Time to Build and Aggregate Fluctuations, relatedTo, Real Business Cycles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Real Business Cycles Context triple: [Time to Build and Aggregate Fluctuations, relatedTo, Real Business Cycles]
-
A.
real business cycle theory
chosen
Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
-
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.
National Bureau of Economic Research studies in business cycles
National Bureau of Economic Research studies in business cycles is a scholarly series of empirical and historical research volumes analyzing fluctuations and long-term patterns in the U.S. and global economies.
-
D.
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.
-
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.
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063a0f2548190a2f5c307bc5a67cf |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51939cc6081909e491bd16fab595b |
completed | March 26, 2026, 11:32 a.m. |
Created at: March 22, 2026, 4:25 p.m.