Triple

T3206370
Position Surface form Disambiguated ID Type / Status
Subject 111th United States Congress E67170 entity
Predicate passes P1308 FINISHED
Object Cash for Clunkers program
The Cash for Clunkers program was a U.S. federal initiative that offered financial incentives for trading in older, less fuel-efficient vehicles for new, more efficient ones to stimulate the auto industry and reduce emissions.
E335788 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: Cash for Clunkers program | Statement: [111th United States Congress, passes, Cash for Clunkers program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cash for Clunkers program
Context triple: [111th United States Congress, passes, Cash for Clunkers program]
  • A. 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.
  • B. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • C. Energy Star program
    The Energy Star program is a U.S. government-backed initiative that identifies and promotes energy-efficient products and practices to help consumers and businesses save energy and reduce greenhouse gas emissions.
  • D. New Car Assessment Program
    The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
  • E. Automotive Industry Financing Program
    The Automotive Industry Financing Program was a U.S. government initiative that provided emergency financial support to major American automakers and related companies during the late-2000s economic crisis to prevent their collapse and stabilize the auto sector.
  • 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: Cash for Clunkers program
Triple: [111th United States Congress, passes, Cash for Clunkers program]
Generated description
The Cash for Clunkers program was a U.S. federal initiative that offered financial incentives for trading in older, less fuel-efficient vehicles for new, more efficient ones to stimulate the auto industry and reduce emissions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cash for Clunkers program
Target entity description: The Cash for Clunkers program was a U.S. federal initiative that offered financial incentives for trading in older, less fuel-efficient vehicles for new, more efficient ones to stimulate the auto industry and reduce emissions.
  • A. 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.
  • B. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • C. Energy Star program
    The Energy Star program is a U.S. government-backed initiative that identifies and promotes energy-efficient products and practices to help consumers and businesses save energy and reduce greenhouse gas emissions.
  • D. New Car Assessment Program
    The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
  • E. Automotive Industry Financing Program
    The Automotive Industry Financing Program was a U.S. government initiative that provided emergency financial support to major American automakers and related companies during the late-2000s economic crisis to prevent their collapse and stabilize the auto sector.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaa56c21c8190b6aa7c56cb15ad56 completed March 8, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bcf7b2481908bc52cfa71bd313c completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24cb0c5f0819083ea589ded12ef3b completed March 12, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69b24d2ce888819087cc7c3f5db0e859 completed March 12, 2026, 5:20 a.m.
Created at: March 8, 2026, 3:07 p.m.