World War 1. Doughboy referred to the Americans, Gas Mask referred to the piece of equipment worn on faces during German and British Gas bombing to filter the air and keep you safe, Dog Fighting was a way of saying two airplanes engaging in aerial combat, and Big Bertha, I think, was in reference to bombs.