Chivalry whenever possible, I do have a thing for executing prisoners because I don't like fighting an enemy more than I have to :P But I don't really think that's a good idea really since money is always a good thing and chivalry is kick ass as it boosts not only order, but population growth as well. Population is what gives you money, and not to mention quite necessary to upgrade your settlemants so you get access to the good stuff.