A line and a point can be collinear” is correct about a line and a point.
In geometry a line:
• is straight (no curves),
• has no thickness, and
• extends in both directions without end (infinitely).
In modern mathematics, a point refers usually to an element of some set called a space. More specifically, in Euclidean geometry, a point is a primitive notion upon which the geometry is built.