A device can parse a query to determine a first road identified by the query and a second road identified by the query. The device can determine a plurality of road segment pairs that include a first road segment of a first plurality of road segments associated with the first road and a second road segment associated with second plurality of road segments associated with the second road. The device can determine a plurality of candidate intersection points based on the plurality of road segment pairs. The device can determine an intersection of the first road and the second road based on the plurality of candidate intersection points and can provide, to a client device, information identifying the intersection of the first road and the second road.