Triple
T15749040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NCTD |
E381798
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
LIFT paratransit
LIFT paratransit is a specialized, door-to-door public transportation service providing accessible rides for people with disabilities and mobility limitations in the North County Transit District service area.
|
E1173543
|
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: LIFT paratransit | Statement: [NCTD, operates, LIFT paratransit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LIFT paratransit Context triple: [NCTD, operates, LIFT paratransit]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: LIFT paratransit Triple: [NCTD, operates, LIFT paratransit]
Generated description
LIFT paratransit is a specialized, door-to-door public transportation service providing accessible rides for people with disabilities and mobility limitations in the North County Transit District service area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LIFT paratransit Target entity description: LIFT paratransit is a specialized, door-to-door public transportation service providing accessible rides for people with disabilities and mobility limitations in the North County Transit District service area.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0502fd3608190b42e647b9c2b41a1 |
completed | April 16, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff830b85408190b9ae4d6752524b99 |
completed | May 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69ff8388b3588190ae55c123bb19cb2c |
completed | May 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff84125e808190a4d465d9effad639 |
completed | May 9, 2026, 6:59 p.m. |
Created at: April 10, 2026, 4:46 a.m.