This is what's commonly -- and pejoratively -- referred to in the sciences as "logic without evidence".
When I was in school we called these people "philosophy majors." ;-)
I know it's cool to rip on philosophers, but they're incredibly useful to the sciences: they're usually the first ones to point out circular (or otherwise fallacious) reasoning.