A prepositional phrase, just like how it sounds, is a phrase that contains a preposition and the object it modifies. Prepositions are words that depict position, such as below, after, on, above, etc.
The preposition in the sentence is "on", while the object it modifies is both hands. Thus, the prepositional phrase in this sentence is: on both hands.