Triple
T8825333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Post-Keynesian economics |
E210000
|
entity |
| Predicate | includesSubschool |
P14190
|
FINISHED |
| Object | Minskian financial instability approach |
E434305
|
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: Minskian financial instability approach | Statement: [Post-Keynesian economics, includesSubschool, Minskian financial instability approach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minskian financial instability approach Context triple: [Post-Keynesian economics, includesSubschool, Minskian financial instability approach]
-
A.
The Banking Crisis Handbook
The Banking Crisis Handbook is a work by former U.S. Senator Donald W. Riegle Jr. that analyzes the causes, dynamics, and policy implications of modern banking and financial crises.
-
B.
The Global Financial Environment
The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
-
C.
Modigliani–Brumberg model
The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
-
D.
Investigations in Currency and Finance
Investigations in Currency and Finance is a collection of influential essays by economist William Stanley Jevons that analyzes monetary theory, banking, and financial crises in the 19th century.
-
E.
financial instability hypothesis
chosen
The financial instability hypothesis is an economic theory, developed by Hyman Minsky, which argues that periods of financial stability in capitalist economies naturally lead to increasing risk-taking and speculative borrowing that eventually culminate in financial crises.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc60332d208190972a8b03fbd760ee |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cf894902588190adb60140c64561f6 |
completed | April 3, 2026, 9:32 a.m. |
Created at: March 30, 2026, 6:46 p.m.