The phrase "stone walls" refers to a type of building material made from natural stone that is used for constructing walls. These walls are typically very durable and long-lasting, able to withstand harsh weather conditions and other environmental factors over an extended period of time. The term can also be used metaphorically to describe something or someone that is strong, unyielding, and difficult to change or influence.