Does the resources you provide to your armies help the final battle? (Origins)

I'm replaying Origins for the millionth time and I realized that I actually have no idea what providing resources does for your armies. I would assume it does help otherwise it'd be a useless option to have but you never know. I was wondering if anyone knew definitively if it helps and how much you need to give them to boost your chances at the final confrontation.