Triple
T18497213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation Enhancements funding category |
E451977
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Transportation Alternatives Program |
—
|
NE NERFINISHED |
How this triple was built (3 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 Alternatives Program | Statement: [Transportation Enhancements funding category, relatedTo, Transportation Alternatives Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transportation Alternatives Program Context triple: [Transportation Enhancements funding category, relatedTo, Transportation Alternatives Program]
-
A.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
B.
JTPA
JTPA is a former U.S. federal law that funded job training and employment programs for economically disadvantaged individuals and dislocated workers.
-
C.
Active Transportation Program
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
-
D.
ADA paratransit
ADA paratransit is a door-to-door, reservation-based public transportation service designed to provide accessible rides for people with disabilities who cannot use regular fixed-route transit.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transportation Alternatives Program Target entity description: The Transportation Alternatives Program is a U.S. federal funding program that supports community-based projects to improve non-motorized transportation options, such as pedestrian and bicycle infrastructure, and enhance the cultural, historic, and environmental quality of transportation systems.
-
A.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
B.
JTPA
JTPA is a former U.S. federal law that funded job training and employment programs for economically disadvantaged individuals and dislocated workers.
-
C.
Active Transportation Program
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
-
D.
ADA paratransit
ADA paratransit is a door-to-door, reservation-based public transportation service designed to provide accessible rides for people with disabilities who cannot use regular fixed-route transit.
-
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. chosen
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_69d8d3855d50819097fc8561b0299dd9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e532c15dec8190941e7c7a4cdebb66 |
completed | April 19, 2026, 7:53 p.m. |
Created at: April 10, 2026, 11:36 a.m.