Triple
T10651211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation Equity Act for the 21st Century |
E250972
|
entity |
| Predicate | containsProvision |
P1393
|
FINISHED |
| Object | transportation enhancements program |
E451977
|
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: transportation enhancements program | Statement: [Transportation Equity Act for the 21st Century, containsProvision, transportation enhancements program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: transportation enhancements program Context triple: [Transportation Equity Act for the 21st Century, containsProvision, transportation enhancements program]
-
A.
Transportation Improvement Programs
Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
-
B.
Transportation Enhancements funding category
chosen
The Transportation Enhancements funding category is a federal program that supports projects improving the cultural, aesthetic, historic, and environmental aspects of transportation infrastructure beyond traditional highway construction.
-
C.
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.
-
D.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
-
E.
Bus and Bus Facilities program
The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff6ba688190b493689d60f616e0 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a69a57c81908bf99cac0c0a49f2 |
completed | April 10, 2026, 10:32 p.m. |
Created at: April 8, 2026, 9:06 p.m.