Do HR agents really thank you for calling them back because you question their negative reply to your application?

She told me the HR manager just "dragged the application to 'rejected without job interview'" and promised me to ask him for further reasoning, because I told her I talked to the head of that department who advised said job to me, and it doesn't even require any qualifications.