The force of the flowing water is capable of physically breaking the rocks into fine soil particles. Chemical interaction between rocks and water may also bring about disintegration of rocks.
Water and ice cause weathering in rocks by causing bits of the rock to separate and flow away through the erosion process. While this process is extremely slow, it is also inexorable, and any stone object exposed to the elements disintegrates in this way.