It would be nice if the Graph API could allow developers to specify $select parameters for nested properties. Currently the $select parameters only work for "top-level" properties, but if they worke...
Works for me using expand + select
/drive/{drive-ID}/items/{item-ID}?$select=id,name&$expand=parentReference($select=id)