According to Martha Stewart, rice's lengthy journey can also lead to it picking up "dirt, dust, debris, chemicals, and bugs," and sometimes, the manufacturing process can introduce undesirable things. Rinsing can also help remove heavy metals from your rice that get there when rice paddies are compromised by contaminated groundwater.