Triple
T4353284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyman Minsky |
E98082
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
financial instability hypothesis
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.
|
E434305
|
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: financial instability hypothesis | Statement: [Hyman Minsky, knownFor, financial instability hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: financial instability hypothesis Context triple: [Hyman Minsky, knownFor, financial instability hypothesis]
-
A.
Financial Stability Review
Financial Stability Review is a periodic publication by the European Central Bank that assesses risks and vulnerabilities in the euro area financial system to support informed policy and market decisions.
-
B.
Financial Stability Review
Financial Stability Review is a periodic publication that assesses risks and vulnerabilities in the Australian and global financial systems, produced by the Reserve Bank of Australia.
-
C.
permanent income hypothesis
The permanent income hypothesis is an economic theory, associated with Milton Friedman and the Chicago School, which posits that individuals base their consumption decisions on expected long-term average income rather than current income.
-
D.
From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
-
E.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
- 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: financial instability hypothesis Triple: [Hyman Minsky, knownFor, financial instability hypothesis]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: financial instability hypothesis Target entity description: 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.
-
A.
Financial Stability Review
Financial Stability Review is a periodic publication that assesses risks and vulnerabilities in the Australian and global financial systems, produced by the Reserve Bank of Australia.
-
B.
Financial Stability Review
Financial Stability Review is a periodic publication by the European Central Bank that assesses risks and vulnerabilities in the euro area financial system to support informed policy and market decisions.
-
C.
permanent income hypothesis
The permanent income hypothesis is an economic theory, associated with Milton Friedman and the Chicago School, which posits that individuals base their consumption decisions on expected long-term average income rather than current income.
-
D.
From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
-
E.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c281688190aef717c4ecce8107 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbb32eb081908dbaa8cc14882fe0 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:15 p.m.