The water will accumulate deuterium and tritium over time though. Eventually, it will degrade to emergency drink status. Might be a good way to get at fusion reactor fuel though.
There is a few radioactive isotopes of oxygen that I think could be produced by gamma bombardment, O-15, and a few others. They decay very quickly to nitrogen though. Over time, this could turn into an interesting mix of elements.