A compound sentence consists of two or more independent clauses joined by a coordinating conjunction.
The correct response is:
It was a beautiful day, so we decided to go to the zoo.
This sentence has two independent clauses: "It was a beautiful day" and "we decided to go to the zoo," connected by the coordinating conjunction "so."