See if it dissolves in a mild acid solution. If it does, and especially if it fizzes when acid is added to it, then it is probably calcium carbonate. Usually that's more gray than black, however, but it could have picked up dirt or something else in the water to become darker. Check your saturation index to see if it's high using
The Pool Calculator.