Triple
T9666873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uber Driver app |
E233728
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | ride-hailing driver app |
C16727
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: ride-hailing driver app Context triple: [Uber Driver app, instanceOf, ride-hailing driver app]
-
A.
taxi driver
A taxi driver is a professional who transports passengers to their destinations in a licensed vehicle, following traffic laws and using knowledge of local routes to provide safe and efficient travel.
-
B.
on-demand services platform
An on-demand services platform is a digital marketplace that instantly connects customers with nearby providers to request, schedule, and pay for services as needed.
-
C.
vehicle companion app
chosen
A vehicle companion app is a mobile application that connects to a vehicle to provide real-time status, remote control features, trip information, and maintenance insights to the driver.
-
D.
transportation service
A transportation service is a system or business that moves people or goods from one location to another using various modes of transport under defined schedules, routes, and conditions.
-
E.
traffic and navigation app
A traffic and navigation app is a mobile or web-based application that provides real-time route guidance, traffic conditions, and travel time estimates to help users efficiently reach their destinations.
- F. None of above.
Provenance (1 batch)
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_69ca848d3b6c8190ae98ea554dea58df |
completed | March 30, 2026, 2:11 p.m. |
Created at: March 30, 2026, 8:15 p.m.