Use phenolphthalein....it will give you an indication of the pH of the material. Soil will generally have a pH of 8 or less. If the phenolphthalein is reactive, it will indicate a pH of 8.5 to 10,or an indication of cement present.
If the pH by indicator solution is greater than about 9.0, you can pretty much conclude that cement is present.