Metro Micro on-demand service
E81210
Metro Micro on-demand service is a shared, app-based microtransit system in Los Angeles County that provides flexible, short-trip rides within designated service zones as part of the region’s public transportation network.
All labels observed (3)
| Label | Occurrences |
|---|---|
| Metro Micro on-demand service canonical | 2 |
| Metro Micro | 1 |
| Metro Micro mobile app | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T649199 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metro Micro on-demand service Context triple: [Los Angeles County Metropolitan Transportation Authority, operates, Metro Micro on-demand service]
-
A.
Metro Express
Metro Express is a faster, limited-stop service operated as part of the broader Metro Bus public transportation system.
-
B.
Metrobus
Metrobus is Miami-Dade County’s primary public bus system, providing extensive local and regional transit service throughout the Greater Miami area.
-
C.
Metrobus
Metrobus is the public bus transit system serving the Washington, D.C. metropolitan area, operated alongside the Metrorail network by the Washington Metropolitan Area Transit Authority (WMATA).
-
D.
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.
-
E.
Uber Pool
Uber Pool is a ride-sharing service from Uber that matches multiple passengers heading in similar directions to share a car and split the fare.
- 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: Metro Micro on-demand service Target entity description: Metro Micro on-demand service is a shared, app-based microtransit system in Los Angeles County that provides flexible, short-trip rides within designated service zones as part of the region’s public transportation network.
-
A.
Metro Express
Metro Express is a faster, limited-stop service operated as part of the broader Metro Bus public transportation system.
-
B.
Metrobus
Metrobus is Miami-Dade County’s primary public bus system, providing extensive local and regional transit service throughout the Greater Miami area.
-
C.
Metrobus
Metrobus is the public bus transit system serving the Washington, D.C. metropolitan area, operated alongside the Metrorail network by the Washington Metropolitan Area Transit Authority (WMATA).
-
D.
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.
-
E.
Uber Pool
Uber Pool is a ride-sharing service from Uber that matches multiple passengers heading in similar directions to share a car and split the fare.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
on-demand microtransit service
ⓘ
public transportation service ⓘ |
| accessibility | wheelchair-accessible vehicles available ⓘ |
| bookingMethod |
mobile application
ⓘ
phone call ⓘ |
| bookingPlatform |
Metro Micro on-demand service
self-linksurface differs
ⓘ
surface form:
Metro Micro mobile app
|
| country |
United States of America
ⓘ
surface form:
United States
|
| fareMedium |
TAP card
ⓘ
mobile payment ⓘ |
| fareSystem | integrated with Metro fare system ⓘ |
| fundingSource | public transportation funds ⓘ |
| goal |
improve first-mile/last-mile access to transit
ⓘ
increase transit ridership ⓘ reduce dependence on private automobiles ⓘ |
| governingBody |
Los Angeles County Metropolitan Transportation Authority
ⓘ
surface form:
Los Angeles County Metropolitan Transportation Authority Board
|
| integration | coordinated with Metro trip planning tools ⓘ |
| launchLocation | Los Angeles County ⓘ |
| operator | Los Angeles County Metropolitan Transportation Authority ⓘ |
| ownership | publicly operated ⓘ |
| partOf |
Los Angeles County public transportation network
ⓘ
Metropolitan Transit System ⓘ
surface form:
Metro transit system
|
| paymentOption | contactless payment accepted ⓘ |
| purpose |
first-mile/last-mile connectivity
ⓘ
provide flexible short-trip rides ⓘ |
| region | Southern California ⓘ |
| rideSharing | yes ⓘ |
| safetyRequirement | professional drivers ⓘ |
| scheduling | real-time trip requests ⓘ |
| sector |
public transit innovation
ⓘ
urban mobility ⓘ |
| serviceArea | Los Angeles County ⓘ |
| serviceCharacteristic | shared rides with other passengers in same direction ⓘ |
| serviceDesign |
complements fixed-route transit
ⓘ
operates within designated service zones ⓘ |
| serviceModel | zone-based microtransit ⓘ |
| servicePattern |
curb-to-curb service
ⓘ
on-demand service ⓘ |
| serviceType |
app-based microtransit
ⓘ
shared ride ⓘ |
| shortName | Metro Micro on-demand service self-linksurface differs ⓘ |
| supports |
connections to Metro Rail network
ⓘ
connections to Metro bus network ⓘ |
| targetUsers | public transit riders in Los Angeles County ⓘ |
| technology | dynamic routing software ⓘ |
| transportMode | road transport ⓘ |
| tripLengthFocus | short local trips ⓘ |
| vehicleType |
small transit vehicles
ⓘ
vans ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Metro Micro on-demand service Description of subject: Metro Micro on-demand service is a shared, app-based microtransit system in Los Angeles County that provides flexible, short-trip rides within designated service zones as part of the region’s public transportation network.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Los Angeles County Metropolitan Transportation Authority
this entity surface form:
Metro Micro
Metro Micro on-demand service
→
shortName
→
Metro Micro on-demand service
self-linksurface differs
ⓘ
subject surface form:
Metro Micro
Metro Micro on-demand service
→
bookingPlatform
→
Metro Micro on-demand service
self-linksurface differs
ⓘ
subject surface form:
Metro Micro
this entity surface form:
Metro Micro mobile app