Triple
T21128632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FAST Act |
E520623
|
entity |
| Predicate | establishes |
P986
|
FINISHED |
| Object | Nationally Significant Freight and Highway Projects program |
—
|
NE NERFINISHED |
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: Nationally Significant Freight and Highway Projects program | Statement: [FAST Act, establishes, Nationally Significant Freight and Highway Projects program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nationally Significant Freight and Highway Projects program Context triple: [FAST Act, establishes, Nationally Significant Freight and Highway Projects program]
-
A.
Nationally Significant Freight and Highway Projects program
chosen
The Nationally Significant Freight and Highway Projects program is a U.S. federal funding initiative that supports large-scale, high-impact freight and highway infrastructure projects to improve the movement of goods and enhance national economic competitiveness.
-
B.
National Highway Freight Program
The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
-
C.
Federal-aid Highway Program
The Federal-aid Highway Program is a U.S. government initiative that provides federal funding and oversight for the construction, maintenance, and improvement of the nation’s highways and related infrastructure.
-
D.
National Highway Performance Program
The National Highway Performance Program is a U.S. federal funding program that supports the construction, preservation, and improvement of major national highways and bridges to enhance safety, performance, and reliability.
-
E.
Highway Safety Improvement Program
The Highway Safety Improvement Program is a federal initiative that funds and promotes projects aimed at reducing traffic fatalities and serious injuries on the nation’s roadways.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223a7a588190a01a66921b79b98b |
completed | April 21, 2026, 7:07 a.m. |
Created at: April 16, 2026, 2:56 p.m.