Fractional distillation is the technique used when a mixture contains many components with boiling points close to one another, since a single simple distillation cannot resolve them cleanly. Crude oil (petroleum) is precisely this kind of complex hydrocarbon mixture, refined in fractionating columns. So the correctly matched pair is crude oil/petroleum with fractional distillation, option (D).