The first derivative gives you the force of gravity. The second derivative gives you the tidal force, which relates to the spacetime curvature. Your pencil doesn't fall down because "spacetime is curved in the room you're in", but because it's "tilted". See the tilted light cones in
this Stanford article. There's flat as in not curved and there's flat as in horizontal.