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.