No, finely ground pepper does not dissolve in water. Pepper is a spice made from the dried berries of the Piper nigrum plant. The active compound in pepper, piperine, is not water-soluble. This means that when pepper is added to water, the piperine will not dissolve and will instead remain suspended in the water.