Triple
T12934745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bear Stearns Asset Management |
E309476
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund
Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund was a highly leveraged hedge fund specializing in complex mortgage-backed securities that became one of the earliest and most prominent failures in the 2007–2008 financial crisis.
|
E309476
|
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: Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund | Statement: [Bear Stearns Asset Management, associatedWith, Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund Context triple: [Bear Stearns Asset Management, associatedWith, Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund]
-
A.
Bear Stearns Asset Management
Bear Stearns Asset Management was the asset management arm of the former investment bank Bear Stearns, overseeing investment funds and portfolios for institutional and individual clients.
-
B.
Bear Stearns
Bear Stearns was a major American investment bank and brokerage firm that collapsed during the 2008 financial crisis and was acquired by JPMorgan Chase.
-
C.
Shearson Loeb Rhoades
Shearson Loeb Rhoades was a major American investment banking and brokerage firm that became one of Wall Street’s largest retail brokerage houses before being acquired and absorbed through a series of financial industry mergers.
-
D.
Paulson Credit Opportunities Fund
The Paulson Credit Opportunities Fund is a hedge fund managed by John A. Paulson that became famous for generating massive profits by betting against subprime mortgage securities during the 2007–2008 financial crisis.
-
E.
State Street Corporation
State Street Corporation is a major American financial services and bank holding company specializing in investment servicing, investment management, and asset management for institutional investors worldwide.
- 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: Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund Triple: [Bear Stearns Asset Management, associatedWith, Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund]
Generated description
Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund was a highly leveraged hedge fund specializing in complex mortgage-backed securities that became one of the earliest and most prominent failures in the 2007–2008 financial crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund Target entity description: Bear Stearns High-Grade Structured Credit Strategies Enhanced Leverage Fund was a highly leveraged hedge fund specializing in complex mortgage-backed securities that became one of the earliest and most prominent failures in the 2007–2008 financial crisis.
-
A.
Bear Stearns Asset Management
chosen
Bear Stearns Asset Management was the asset management arm of the former investment bank Bear Stearns, overseeing investment funds and portfolios for institutional and individual clients.
-
B.
Bear Stearns
Bear Stearns was a major American investment bank and brokerage firm that collapsed during the 2008 financial crisis and was acquired by JPMorgan Chase.
-
C.
Shearson Loeb Rhoades
Shearson Loeb Rhoades was a major American investment banking and brokerage firm that became one of Wall Street’s largest retail brokerage houses before being acquired and absorbed through a series of financial industry mergers.
-
D.
Paulson Credit Opportunities Fund
The Paulson Credit Opportunities Fund is a hedge fund managed by John A. Paulson that became famous for generating massive profits by betting against subprime mortgage securities during the 2007–2008 financial crisis.
-
E.
State Street Corporation
State Street Corporation is a major American financial services and bank holding company specializing in investment servicing, investment management, and asset management for institutional investors worldwide.
- F. None of above.
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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc6517481908637781da240b51f |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8d788b88190b161a41f85594fb8 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9a1ca54819085da2ca592bf5219 |
completed | May 3, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb03d8d88190930edd0f49fec8aa |
completed | May 3, 2026, 3:03 a.m. |
Created at: April 9, 2026, 5:42 p.m.