Hi Parth,
I'm Sumit, here to answer your query at the Microsoft Community.
Beside the Recovery ID, there would be a column for Recovery key. Could you please look into the same?
If there is a recovery key ID, there will always be a recovery key.
I am looking forward to your response and am committed to working with you until we resolve this.