Triple
T634228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. auto industry crisis of 2008–2010 |
E15986
|
entity |
| Predicate | programUsed |
P17343
|
FINISHED |
| Object |
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.
|
E79683
|
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: Automotive Industry Financing Program | Statement: [U.S. auto industry crisis of 2008–2010, programUsed, Automotive Industry Financing Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automotive Industry Financing Program Context triple: [U.S. auto industry crisis of 2008–2010, programUsed, Automotive Industry Financing Program]
-
A.
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.
-
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.
Ford Motor Credit Company
Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
-
D.
Motor Carrier Safety Assistance Program
The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
-
E.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
- 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: Automotive Industry Financing Program Triple: [U.S. auto industry crisis of 2008–2010, programUsed, Automotive Industry Financing Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automotive Industry Financing Program Target entity description: 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.
-
A.
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.
-
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.
Ford Motor Credit Company
Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
-
D.
Motor Carrier Safety Assistance Program
The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
-
E.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a515ceb081908c064b2082047c0f |
completed | March 1, 2026, 8:44 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. |
Created at: March 1, 2026, 7:35 p.m.