Considering that mono is around 8 to 9 hours before breakdown starts, CEE should be considerably longer. Wouldn't store it in liquid for days on end though.
I agree, it doesn't mix well with water so I'd say it would hold up for a while. Not sure the exact amount of time, but I wouldn't leave it in water for a day or so..