That being said, there is a limit to how pure demineralized water can be. A quick browse on the Internet suggests 0.055 µS/cm at 25C is the maximum you can get. This then can be converted as roughly 19 Mega Ohms. However, this will gradually change as water is exposed to the air. CO2 concentration in the air will gradually bring its conductivity to the ~0.8-1.5 mS/cm range. This is caused by an increase in the ionic strength of water due to increased H- ion level which will also bring down the pH level of the solution. So the resulting conductivity will now be many times greater. (1M Ohm resistivity).
I was just about to suggest using double-distilled water (ddH2O) which has much lower contaminants content than simply demineralized and even deionized (DIW) water.
However I didn't take into account exposure to the gasses in the atmosphere.
High purity transformer oil might do the trick but on the other hand it is hygroscopic.
Not really a problem because one can boil it to expel the moisture.