Triple
T2908949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bear Stearns |
E63634
|
entity |
| Predicate | keyRoleIn |
P268
|
FINISHED |
| Object | subprime mortgage crisis |
E23718
|
NE FINISHED |
How this triple was built (2 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: subprime mortgage crisis | Statement: [Bear Stearns, keyRoleIn, subprime mortgage crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: subprime mortgage crisis Context triple: [Bear Stearns, keyRoleIn, subprime mortgage crisis]
-
A.
2008 United States housing and financial crisis
chosen
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.
U.S. auto industry crisis of 2008–2010
The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
-
C.
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.
-
D.
Eurozone crisis
The Eurozone crisis was a prolonged period of financial turmoil and sovereign debt instability in several European Union member states, particularly in the early 2010s, that threatened the stability of the euro currency and required extensive bailouts and austerity measures.
-
E.
Troubled Asset Relief Program
The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4c44ab448190b9411324e8a1fc1d |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe0d329c88190b6fcaef0be1799eb |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b056173a988190be02619d909cdb25 |
completed | March 10, 2026, 5:34 p.m. |
Created at: March 6, 2026, 10:11 p.m.