Abstract Based on simple combinatorial arguments, we formulate a generalized cavity method where the Random Overlap Structure (ROSt) probability space of Aizenmann, Sims and Starr is obtained in constructive way, use it to give simplified derivation Parisi formula for free energy Sherrington–Kirkpatrick model.