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 "head :- body". For example, the offspring relation is defined with the rule "offspring(Y, X) :- parent(X, Y)". Questions can then be asked and answered based on the defined facts and rules.