Water does not meaningfully Change the acidity of your gastric mucosal lining. Even antacids only do so temporarily.
Is it okay to drink water during meals? This is interesting as a lot of complementary practitioners recommend against drinking water with meals, believing it dilutes the stomach acid and, hence, interferes with proper digestion. Technically this is not true, Dr. B says, as the water probably doesn't significantly mix with digestive juices. So for the record it's only people who are having problems making enough stomach (hydrochloric) acid who need to worry about this.