Concentration is in terms of moles per unit volume (or some other term per unit volume). If your solid is reacting, there may be less total volume, but the number of molecules in any portion of the remaining volume is still exactly the same. The molecules are fixed in a crystal lattice and, barring some extreme changes in pressure that change the form of your solid, will not change their distance from any other molecules. Compare this to a solution - in a solution, the distance between molecules of a solute depends on the total number of molecules in the solution (all other things being equal), and as you add more solute, you reduce the distance between individual molecules of the solute. This is not the case for a solid - the distance between molecules of the solid, as noted above, do not depend on how much solid you add.
The same applies for a pure liquid - the concentration (molecules, moles, grams, or whatever other measure you like per unit volume does not change as you increase the volume. The molecules in the pure liquid are the same distance from each other, regardless of the volume of the liquid.