Yes, a three-page CV (also commonly called a resume) is acceptable, as long as all of its information is relevant to the role you are going for. We recommend keeping your CV to two pages, three if you have more relevant information you want or need to include.
For graduates or entry-level candidates, a one-page CV is perfect for most job applications.