Triple
T13292658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miami-Dade Transit |
E316596
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Special Transportation Service
Special Transportation Service is a paratransit program in Miami-Dade County that provides door-to-door transportation for eligible riders with disabilities or mobility limitations.
|
E1033434
|
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: Special Transportation Service | Statement: [Miami-Dade Transit, operates, Special Transportation Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Transportation Service Context triple: [Miami-Dade Transit, operates, Special Transportation Service]
-
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.
Travel and Transportation Service
Travel and Transportation Service is a unit responsible for managing and coordinating official travel and transport logistics within the Office of Central Support Services.
-
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.
Patient Transport Service
Patient Transport Service is a non-emergency medical transport service that provides planned journeys for patients who need assistance traveling to and from healthcare facilities.
-
E.
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.
- 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: Special Transportation Service Triple: [Miami-Dade Transit, operates, Special Transportation Service]
Generated description
Special Transportation Service is a paratransit program in Miami-Dade County that provides door-to-door transportation for eligible riders with disabilities or mobility limitations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Transportation Service Target entity description: Special Transportation Service is a paratransit program in Miami-Dade County that provides door-to-door transportation for eligible riders with disabilities or mobility limitations.
-
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.
Travel and Transportation Service
Travel and Transportation Service is a unit responsible for managing and coordinating official travel and transport logistics within the Office of Central Support Services.
-
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.
Patient Transport Service
Patient Transport Service is a non-emergency medical transport service that provides planned journeys for patients who need assistance traveling to and from healthcare facilities.
-
E.
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.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99078bcf0819083195fb556bcacb2 |
completed | April 11, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716d6dc988190ab7183089113237f |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717f4d80c8190a1a95c0f2c83c563 |
completed | May 3, 2026, 9:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f718b852808190a2a0fb48424bffb0 |
completed | May 3, 2026, 9:43 a.m. |
Created at: April 9, 2026, 9:27 p.m.