A prepositional phrase is formed by a preposition followed by a noun or pronoun. It can function as an adjective, adverb, or noun depending on what it modifies in the sentence and what question it answers. The document provides examples of prepositional phrases from a sample dialogue and analyzes the structure and function of each one.