One-step separation of C2H4 from ternary C2 hydrocarbon mixtures remains a challenge for current physisorbents. Here, the authors reported a strategy of designing multiple supramolecular binding sites in a robust and scalable MOF for highly efficient one-step C2H4 purification from ternary mixtures.