Triple
T8901516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyman Minsky |
E211939
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Hyman Minsky School of Thought
The Hyman Minsky School of Thought is a post-Keynesian economic perspective emphasizing the inherent instability of financial markets and the tendency of periods of stability to breed speculative excess and crisis.
|
E764589
|
NE FINISHED |
How this triple was built (4 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: Hyman Minsky School of Thought | Statement: [Hyman Minsky, influenced, Hyman Minsky School of Thought]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyman Minsky School of Thought Context triple: [Hyman Minsky, influenced, Hyman Minsky School of Thought]
-
A.
Cowles Foundation
The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
-
B.
Tepper School Center for Financial Markets
Tepper School Center for Financial Markets is a research hub at Carnegie Mellon University’s Tepper School of Business focused on advancing knowledge and practice in financial markets, institutions, and related policy.
-
C.
Becker Friedman Institute for Research in Economics
The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
-
D.
Heilbrunn Center for Graham & Dodd Investing
The Heilbrunn Center for Graham & Dodd Investing is a leading academic and research hub dedicated to the study and practice of value investing in the tradition of Benjamin Graham and David Dodd.
-
E.
Fink Center for Finance
The Fink Center for Finance is a specialized academic and industry-focused finance research center within the UCLA Anderson School of Management that supports cutting-edge research, education, and practitioner engagement in financial economics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hyman Minsky School of Thought Triple: [Hyman Minsky, influenced, Hyman Minsky School of Thought]
Generated description
The Hyman Minsky School of Thought is a post-Keynesian economic perspective emphasizing the inherent instability of financial markets and the tendency of periods of stability to breed speculative excess and crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyman Minsky School of Thought Target entity description: The Hyman Minsky School of Thought is a post-Keynesian economic perspective emphasizing the inherent instability of financial markets and the tendency of periods of stability to breed speculative excess and crisis.
-
A.
Cowles Foundation
The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
-
B.
Tepper School Center for Financial Markets
Tepper School Center for Financial Markets is a research hub at Carnegie Mellon University’s Tepper School of Business focused on advancing knowledge and practice in financial markets, institutions, and related policy.
-
C.
Becker Friedman Institute for Research in Economics
The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
-
D.
Heilbrunn Center for Graham & Dodd Investing
The Heilbrunn Center for Graham & Dodd Investing is a leading academic and research hub dedicated to the study and practice of value investing in the tradition of Benjamin Graham and David Dodd.
-
E.
Fink Center for Finance
The Fink Center for Finance is a specialized academic and industry-focused finance research center within the UCLA Anderson School of Management that supports cutting-edge research, education, and practitioner engagement in financial economics.
- F. None of above. chosen
Provenance (5 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac1846f481909aad27a6dacddba2 |
completed | April 3, 2026, 12:01 p.m. |
| NEDg | Description generation | batch_69cfacb58f208190b5e8eeba58f1bd78 |
completed | April 3, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad73f7a8819089ee3dadf321220e |
completed | April 3, 2026, 12:07 p.m. |
Created at: March 30, 2026, 6:54 p.m.