Triple
T18630772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nancy Stokey |
E455409
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object | Recursive Methods in Economic Dynamics |
—
|
NE NERFINISHED |
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: Recursive Methods in Economic Dynamics | Statement: [Nancy Stokey, coAuthorOf, Recursive Methods in Economic Dynamics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Recursive Methods in Economic Dynamics Context triple: [Nancy Stokey, coAuthorOf, Recursive Methods in Economic Dynamics]
-
A.
“Recursive Methods in Economic Dynamics”
chosen
“Recursive Methods in Economic Dynamics” is a foundational economics text that develops and applies recursive (dynamic programming) techniques to analyze intertemporal economic models and dynamic general equilibrium.
-
B.
Theory of Economic Dynamics
Theory of Economic Dynamics is a seminal work by Michał Kalecki that develops a macroeconomic framework for analyzing business cycles, investment, and long-run growth under conditions of imperfect competition.
-
C.
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.
-
D.
“Propagation Problems and Impulse Problems in Dynamic Economics”
“Propagation Problems and Impulse Problems in Dynamic Economics” is a seminal paper by Ragnar Frisch that laid the foundations of modern business cycle theory by distinguishing between the driving shocks to the economy and the mechanisms that propagate them over time.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f07fa8481908b2535b8fba70b7e |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 10, 2026, 11:46 a.m.