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.