even science can't agree on a good definition of processed food
Uh... It's pretty well defined.
If you alter natural food, it's processed. Dairy products other than raw milk, bread, etc, are processed foods. Unless you're eating raw fruits, veggies, and meat most food is going to be processed in some way.
Ultra processed foods are foods made with industrial chemical ingredients either extracted from food or synthesized.