Triple
T11862123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alvin Hansen |
E282183
|
entity |
| Predicate | theoryDeveloped |
P119
|
FINISHED |
| Object | secular stagnation hypothesis |
E950847
|
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: secular stagnation hypothesis | Statement: [Alvin Hansen, theoryDeveloped, secular stagnation hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: secular stagnation hypothesis Context triple: [Alvin Hansen, theoryDeveloped, secular stagnation hypothesis]
-
A.
secular stagnation hypothesis
chosen
The secular stagnation hypothesis is an economic theory proposing that mature economies can experience prolonged periods of low growth, low interest rates, and underemployment due to chronic demand shortfalls and structural factors.
-
B.
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.
-
C.
neoclassical synthesis
The neoclassical synthesis is a mid-20th-century economic framework that blends Keynesian macroeconomics with neoclassical microeconomics to explain and guide modern mixed-market economies.
-
D.
Rodrik trilemma
The Rodrik trilemma is an economic and political theory proposing that democracy, national sovereignty, and deep economic globalization cannot all be fully achieved at the same time, forcing countries to trade off among them.
-
E.
The Macroeconomics of the Great Depression
The Macroeconomics of the Great Depression is an academic work that analyzes the causes, dynamics, and policy responses of the Great Depression using modern macroeconomic theory and empirical methods.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69b16bc8190999a0c1240f9ce6a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f417a954e881909fdd9626d41229e2 |
completed | May 1, 2026, 3:02 a.m. |
Created at: April 8, 2026, 9:43 p.m.