Triple

T8742739

Position	Surface form	Disambiguated ID	Type / Status
Subject	New York City public transportation network	`E207542`	entity
Predicate	component	`P35`	FINISHED
Object	Access-A-Ride paratransit Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.	`E754495`	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: Access-A-Ride paratransit | Statement: [New York City public transportation network, component, Access-A-Ride paratransit]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Access-A-Ride paratransit
Context triple: [New York City public transportation network, component, Access-A-Ride paratransit]

A. MobilityPLUS paratransit service
MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
B. 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.
C. STM paratransit services
STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
D. MBTA paratransit service
MBTA paratransit service is a door-to-door, shared-ride transportation program providing accessible transit for people with disabilities who are unable to use standard MBTA buses, subways, or trains.
E. OmniRide bus service
OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
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: Access-A-Ride paratransit
Triple: [New York City public transportation network, component, Access-A-Ride paratransit]

Generated description

Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Access-A-Ride paratransit
Target entity description: Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.

A. MobilityPLUS paratransit service
MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
B. 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.
C. STM paratransit services
STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
D. MBTA paratransit service
MBTA paratransit service is a door-to-door, shared-ride transportation program providing accessible transit for people with disabilities who are unable to use standard MBTA buses, subways, or trains.
E. OmniRide bus service
OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
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_69ca835a03a081909d4d4cd01a18c9fb`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5d71619481909fc4d87af3d01432`	completed	March 31, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf42f282e48190ad158063e265e0f0`	completed	April 3, 2026, 4:32 a.m.
NEDg	Description generation	`batch_69cf4433605c8190991f95d19726cab8`	completed	April 3, 2026, 4:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf44c20b408190b622d18f78277802`	completed	April 3, 2026, 4:40 a.m.

Created at: March 30, 2026, 6:38 p.m.