Triple
T8901508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyman Minsky |
E211939
|
entity |
| Predicate | notableIdea |
P4
|
FINISHED |
| Object |
Minsky moment
A Minsky moment is a sudden collapse of asset prices following a prolonged period of speculative borrowing and rising leverage, as described in Hyman Minsky’s financial instability hypothesis.
|
E764588
|
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: Minsky moment | Statement: [Hyman Minsky, notableIdea, Minsky moment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minsky moment Context triple: [Hyman Minsky, notableIdea, Minsky moment]
-
A.
Minsky
Minsky is a surname most notably associated with Marvin Minsky, a pioneering American cognitive scientist and co-founder of the field of artificial intelligence.
-
B.
The Recession
"The Recession" is a politically charged 2008 studio album by American rapper Jeezy that reflects on economic hardship, street life, and social issues in the United States.
-
C.
Panic of 1907
The Panic of 1907 was a major U.S. financial crisis marked by bank runs and stock market turmoil that exposed weaknesses in the banking system and led to significant monetary reforms.
-
D.
Nixon shock
The Nixon shock was a series of unexpected economic measures in 1971, most notably ending the U.S. dollar’s convertibility to gold and imposing wage and price controls, which effectively dismantled the Bretton Woods system and reshaped the global monetary order.
-
E.
Panic of 1873
The Panic of 1873 was a severe global financial crisis that triggered a prolonged economic depression in the United States and Europe, marking a major turning point in the early Gilded Age.
- 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: Minsky moment Triple: [Hyman Minsky, notableIdea, Minsky moment]
Generated description
A Minsky moment is a sudden collapse of asset prices following a prolonged period of speculative borrowing and rising leverage, as described in Hyman Minsky’s financial instability hypothesis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minsky moment Target entity description: A Minsky moment is a sudden collapse of asset prices following a prolonged period of speculative borrowing and rising leverage, as described in Hyman Minsky’s financial instability hypothesis.
-
A.
Minsky
Minsky is a surname most notably associated with Marvin Minsky, a pioneering American cognitive scientist and co-founder of the field of artificial intelligence.
-
B.
The Recession
"The Recession" is a politically charged 2008 studio album by American rapper Jeezy that reflects on economic hardship, street life, and social issues in the United States.
-
C.
Panic of 1907
The Panic of 1907 was a major U.S. financial crisis marked by bank runs and stock market turmoil that exposed weaknesses in the banking system and led to significant monetary reforms.
-
D.
Nixon shock
The Nixon shock was a series of unexpected economic measures in 1971, most notably ending the U.S. dollar’s convertibility to gold and imposing wage and price controls, which effectively dismantled the Bretton Woods system and reshaped the global monetary order.
-
E.
Panic of 1873
The Panic of 1873 was a severe global financial crisis that triggered a prolonged economic depression in the United States and Europe, marking a major turning point in the early Gilded Age.
- 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.