Prolog is a logic programming language well-suited for problems involving structured objects and relations. The document discusses how Prolog represents relations through facts and rules. Facts unconditionally declare true instances of a relation, like "parent(tom, bob)". Rules specify conclusions that are true if conditions are met, written as "conclusion :- conditions". Prolog can then answer questions by pattern matching or recursively applying rules to facts.