Yes, that's fine. Just don't leave it there for more than a few minutes, since it doesn't take long for pure water to start corroding the cooling system's innards.
Be sure to used distilled water (available at any grocery store in gallon sizes along with the bottled water). Tap water has minerals, etc. that aren't cooling-system friendly.