By chance

Is this caulk you applied yourself, and if so: do you remember the type/brand? I ask because many such products are meant to be painted; they simply don't/won't stay the white color they begin as. If this is true of yours, just wash/dry the surface, then hit it with some white paint.

Edges of masking tape will keep the paint off surrounding surfaces.