This is actually quite a well-known recreational maths problem. I first came across it in a Martin Gardner book xxx years ago! However, in the usual statement of the problem it doesn't tell you the answer.
In the statement of the question here, the hint in the last sentence gives the game away. In the limit when r is zero, the height, h, becomes the diameter of the sphere. (In this limit the sphere has an infinitely thin hole of zero volume, so the bead becomes the whole sphere of diameter h).