Triple
T4212250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Savings and Loan Insurance Corporation |
E93929
|
entity |
| Predicate | dissolutionCause |
P133
|
FINISHED |
| Object |
savings and loan crisis of the 1980s
The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
|
E421978
|
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: savings and loan crisis of the 1980s | Statement: [Federal Savings and Loan Insurance Corporation, dissolutionCause, savings and loan crisis of the 1980s]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: savings and loan crisis of the 1980s Context triple: [Federal Savings and Loan Insurance Corporation, dissolutionCause, savings and loan crisis of the 1980s]
-
A.
2008 United States housing and financial crisis
The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
-
B.
Silverado Savings and Loan collapse
The Silverado Savings and Loan collapse was a major U.S. financial scandal of the late 1980s involving risky real-estate lending, political connections, and significant losses during the savings and loan crisis.
-
C.
Russian financial crisis of 1998
The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
-
D.
Asian financial crisis of 1997–1998
The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
-
E.
Financial Institutions Reform, Recovery, and Enforcement Act of 1989
The Financial Institutions Reform, Recovery, and Enforcement Act of 1989 is a U.S. federal law enacted in response to the savings and loan crisis, overhauling the regulation of thrift institutions, strengthening enforcement powers, and restructuring federal deposit insurance.
- 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: savings and loan crisis of the 1980s Triple: [Federal Savings and Loan Insurance Corporation, dissolutionCause, savings and loan crisis of the 1980s]
Generated description
The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: savings and loan crisis of the 1980s Target entity description: The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
-
A.
2008 United States housing and financial crisis
The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
-
B.
Silverado Savings and Loan collapse
The Silverado Savings and Loan collapse was a major U.S. financial scandal of the late 1980s involving risky real-estate lending, political connections, and significant losses during the savings and loan crisis.
-
C.
Russian financial crisis of 1998
The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
-
D.
Asian financial crisis of 1997–1998
The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
-
E.
Financial Institutions Reform, Recovery, and Enforcement Act of 1989
The Financial Institutions Reform, Recovery, and Enforcement Act of 1989 is a U.S. federal law enacted in response to the savings and loan crisis, overhauling the regulation of thrift institutions, strengthening enforcement powers, and restructuring federal deposit insurance.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be585848190b0b177b5516f53c1 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59631e2cc8190b1d125b82a81593e |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5970db8b48190b952d0fa08234f09 |
completed | March 14, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59788ef308190a34c2f23f22a7e4d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:04 p.m.