ParentFolder ID of the calendar ID retrieve from Audit Log
I converted this ParentFolderID to an entry ID using some code logic:
Then, I converted the entry ID to a REST ID using the Microsoft Graph Explorer:Entry ID to Rest ID
Then make an graph API request using converted restID.Graph API request using that ID