The phrase "black leather boots" refers to a type of footwear made from black leather, typically reaching up to the knees or lower thighs. These boots are usually made with a sturdy sole and high heel, designed for both fashion and functionality. They can be worn as casual wear or dressed up for more formal occasions, making them versatile in terms of style.