I wore a cycling jersey on a run once - it wasn't a real duathlon, but an untimed tour with a 5K following. My ID baggie fell out of my pocket within the first 100 m and I had to hold it in my hand for the rest of the run.

I'd go with a SpiBelt or, if you want to carry a phone too, an iFitness belt (chuffier).