lines in 3D use case

I have the use case of searching nearest line segments based on an input location (from GPS), but it includes the time dimension too. It is for finding train paths based on location, time combination.
So, a train goes from A to B at 10:00h but also at 11:00h. Given a gps location along the route between A and B at a given time, which train journey is this gps coordinate related to, the 10:00h one or the 11:00h.
I wanted to model this with line segments in three dimensions, so from (Ax,Ay,10:00) to (Bx,By,10:45) and (Ax,Ay,11:00) to (Bx,By,11:45) are the two lines representing the two trains.
Can I support this out of the box with the rstar code or would I need to add an new data type to model the 3 dimensional point?
I would also need to add an attribute to each point for reference to metadata about the station.