Triple
T5951142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Reserve emergency lending programs |
E132399
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Term Asset-Backed Securities Loan Facility
The Term Asset-Backed Securities Loan Facility (TALF) was a crisis-era Federal Reserve program that supported consumer and business credit markets by lending to investors in highly rated asset-backed securities.
|
E560324
|
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: Term Asset-Backed Securities Loan Facility | Statement: [Federal Reserve emergency lending programs, component, Term Asset-Backed Securities Loan Facility]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Term Asset-Backed Securities Loan Facility Context triple: [Federal Reserve emergency lending programs, component, Term Asset-Backed Securities Loan Facility]
-
A.
consolidated obligations of the Federal Home Loan Banks
Consolidated obligations of the Federal Home Loan Banks are joint and several debt securities issued in the capital markets to raise funds for the entire Federal Home Loan Bank System.
-
B.
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.
-
C.
Bureau of Asset Management
The Bureau of Asset Management is the division of the New York City government responsible for managing and investing the city’s pension fund assets under the oversight of the Comptroller.
-
D.
European Financial Stability Facility
The European Financial Stability Facility was a temporary crisis resolution mechanism created by eurozone countries in 2010 to provide financial assistance to member states in economic difficulty during the sovereign debt crisis.
-
E.
Financial Market Stabilisation Agency (SoFFin)
The Financial Market Stabilisation Agency (SoFFin) is a German government entity created to manage measures for stabilizing the financial system, including bank support and recapitalization, particularly during the global financial crisis.
- 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: Term Asset-Backed Securities Loan Facility Triple: [Federal Reserve emergency lending programs, component, Term Asset-Backed Securities Loan Facility]
Generated description
The Term Asset-Backed Securities Loan Facility (TALF) was a crisis-era Federal Reserve program that supported consumer and business credit markets by lending to investors in highly rated asset-backed securities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Term Asset-Backed Securities Loan Facility Target entity description: The Term Asset-Backed Securities Loan Facility (TALF) was a crisis-era Federal Reserve program that supported consumer and business credit markets by lending to investors in highly rated asset-backed securities.
-
A.
consolidated obligations of the Federal Home Loan Banks
Consolidated obligations of the Federal Home Loan Banks are joint and several debt securities issued in the capital markets to raise funds for the entire Federal Home Loan Bank System.
-
B.
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.
-
C.
Bureau of Asset Management
The Bureau of Asset Management is the division of the New York City government responsible for managing and investing the city’s pension fund assets under the oversight of the Comptroller.
-
D.
European Financial Stability Facility
The European Financial Stability Facility was a temporary crisis resolution mechanism created by eurozone countries in 2010 to provide financial assistance to member states in economic difficulty during the sovereign debt crisis.
-
E.
Financial Market Stabilisation Agency (SoFFin)
The Financial Market Stabilisation Agency (SoFFin) is a German government entity created to manage measures for stabilizing the financial system, including bank support and recapitalization, particularly during the global financial crisis.
- 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_69c0086b05cc8190a8f36a96927a525c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03981d88c8190838998494ad50a19 |
completed | March 22, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3cb29f8819095d44ae3ad193fb2 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0fab383f88190b18c55bf3704f3a4 |
completed | March 23, 2026, 8:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0fdefa0d8819087adf1d41d9d9fe2 |
completed | March 23, 2026, 8:46 a.m. |
Created at: March 22, 2026, 4:02 p.m.