Triple
T634227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. auto industry crisis of 2008–2010 |
E15986
|
entity |
| Predicate | programUsed |
P17343
|
FINISHED |
| Object |
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.
|
E79682
|
NE FINISHED |
How this triple was built (5 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: Troubled Asset Relief Program | Statement: [U.S. auto industry crisis of 2008–2010, programUsed, Troubled Asset Relief Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Troubled Asset Relief Program Context triple: [U.S. auto industry crisis of 2008–2010, programUsed, Troubled Asset Relief Program]
-
A.
Dodd–Frank Wall Street Reform and Consumer Protection Act
The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
-
B.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
-
C.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
Treasury
The Treasury is the United Kingdom government department responsible for developing and overseeing public finance, economic policy, and taxation.
-
E.
Emergency Banking Act
The Emergency Banking Act was a 1933 U.S. law passed early in Franklin D. Roosevelt’s presidency to stabilize the collapsing banking system during the Great Depression by regulating bank operations and restoring public confidence.
- 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: Troubled Asset Relief Program Triple: [U.S. auto industry crisis of 2008–2010, programUsed, Troubled Asset Relief Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Troubled Asset Relief Program Target entity description: 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.
-
A.
Dodd–Frank Wall Street Reform and Consumer Protection Act
The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
-
B.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
-
C.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
Treasury
The Treasury is the United Kingdom government department responsible for developing and overseeing public finance, economic policy, and taxation.
-
E.
Emergency Banking Act
The Emergency Banking Act was a 1933 U.S. law passed early in Franklin D. Roosevelt’s presidency to stabilize the collapsing banking system during the Great Depression by regulating bank operations and restoring public confidence.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programUsed Context triple: [U.S. auto industry crisis of 2008–2010, programUsed, Troubled Asset Relief Program]
-
A.
usesSoftware
Indicates that one entity employs or operates a particular software application or system to perform tasks or functions.
-
B.
toolUsed
Indicates that an action or task is performed using a particular tool as the means or instrument.
-
C.
hardwareUsedBy
Indicates that a piece of hardware is utilized or operated by a particular entity (such as a person, system, or organization).
-
D.
program
Indicates that an entity creates, writes, or develops a computer program or software application.
-
E.
commonSoftwareTools
Indicates that the related entities use or are associated with the same software tools.
- F. None of above. chosen
Provenance (7 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ee4ee8481908ad45405e3f3835c |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56ef052308190bfaed448c3737ef6 |
completed | March 2, 2026, 11:05 a.m. |
| NEDg | Description generation | batch_69a56f5668108190910db85f3beb5eed |
completed | March 2, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5733acb188190b4cdd12ed3a96860 |
completed | March 2, 2026, 11:23 a.m. |
| PD | Predicate disambiguation | batch_69a49d0483908190a5ec42a7403c258e |
completed | March 1, 2026, 8:09 p.m. |
| PDg | Predicate description generation | batch_69a49defe58c8190bd39ef47c9f660a7 |
completed | March 1, 2026, 8:13 p.m. |
Created at: March 1, 2026, 7:35 p.m.