Triple
T3740338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Troubled Asset Relief Program |
E79682
|
entity |
| Predicate | keyProgram |
P30089
|
FINISHED |
| Object | Automotive Industry Financing Program |
E79683
|
NE FINISHED |
How this triple was built (2 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: Automotive Industry Financing Program | Statement: [Troubled Asset Relief Program, keyProgram, Automotive Industry Financing Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automotive Industry Financing Program Context triple: [Troubled Asset Relief Program, keyProgram, Automotive Industry Financing Program]
-
A.
Automotive Industry Financing Program
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Transportation and Marketing Program
The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b115610819095b02007da5ca3cb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb5344fc8190b183aca5c04e3bcc |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db23ff3c81908d19295a7ce4a39c |
completed | March 14, 2026, 3:51 a.m. |
Created at: March 8, 2026, 3:34 p.m.