Triple
T20822688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Planning of Freedom |
E512615
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Keynesian revolution |
—
|
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: Keynesian revolution | Statement: [The Planning of Freedom, associatedWith, Keynesian revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keynesian revolution Context triple: [The Planning of Freedom, associatedWith, Keynesian revolution]
-
A.
Keynesian economics
chosen
Keynesian economics is a macroeconomic theory that emphasizes the role of aggregate demand and government intervention in stabilizing economic fluctuations and reducing unemployment.
-
B.
Mr. Keynes and the Classics
"Mr. Keynes and the Classics" is a seminal 1937 article by economist John R. Hicks that introduced the IS-LM framework to synthesize and contrast Keynesian and classical macroeconomic theory.
-
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.
Review of Keynesian Economics
Review of Keynesian Economics is an academic journal that publishes research and debate on Keynesian and post-Keynesian economic theory and policy.
-
E.
A Guide to Keynes
A Guide to Keynes is an influential economic text by Alvin Hansen that explains and interprets John Maynard Keynes’s theories for students and policymakers.
- 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_69e0b4ce39108190a6e8e5df4f1c8dc5 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2fb49148190bdad1b51e7dac43a |
completed | April 21, 2026, 12:21 a.m. |
Created at: April 16, 2026, 12:41 p.m.