I'm just having trouble understanding what is the difference between the points of a suitable geometrical space and the points of SPACETIME (other than the sugg

I'm just having trouble understanding what is the difference between the points of a suitable geometrical space and the points of SPACETIME (other than the suggestive name). I guess that this difference is key to philosophers while most mathematicians and physicists would fail to grasp it.