Yes. Well water comes through the filter ground. It is less likely to contain big-sized particles like mud , hence it is clean in appearance.
However,it can contaminated by excessive use of pesticides, herbicides and fertilizers in near by soil, chemical dumps etc.
More tha that, even without such human interference the ground water can be extra hard and can have hard impurites if the soil has metalic or non metalic hardness.