Yep, it's all about Newton's third law of motion. The prop spinning clockwise tries to roll the airplane counterclockwise along the longitudinal axis. It's called the reactive force.

Glad to see you're giving your brain a workout. Some people have no curiosity and it drives me nuts. (short drive)