The document describes the resolution procedure in propositional calculus as an iterative process that resolves two clauses to yield a new inferred clause. It outlines the steps for producing a proof by resolution, including converting propositions to clause form, negating the proposition, and resolving parent clauses until a contradiction is found or no progress can be made. The resolution procedure helps determine the truth of propositions by identifying contradictions within logical clauses.