Yes, it is possible to have active/inactive or any other project status for a phase, irrespective of what the main or parent project has. You can go into each phase record detail and change the Status to Active/Inactive manually from the General > Details tab.
If you want to change the status of multiple projects to Inactive, we recommend using the Actions > Batch Update option from the Projects list view. Check CORE Help Center for details.