This probably isn't as gross as it sounds, since Ueno no doubt purified the water it pulled in. (We know she can do that, since her very first invention was a water purifier that she used on her urine.) That way it's basically distilled water, which makes great ice because it doesn't melt as quickly due to the lack of impurities.