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.