The subject-predicate structure is a fundamental grammatical framework in which a sentence consists of two main components: the subject, which indicates what or who the sentence is about, and the predicate, which provides information about the subject. This structure forms the basis of categorical propositions, where specific subjects are linked with predicates to convey statements about classes or categories.