Yes, crude oil can contain fractions all the way down to methane and butane, I know. I drive past a fractional distillation column, however, every once in a while.

In distillation towers, the elements of crude oil are heated, so diesel can be separated from the other components. Diesel, specifically, boils between 450 and 650 degrees, resulting in a distillate.