FINAL UPDATE:
I was able to log in finally. It seems that you have to enter BOTH your old password along with the One-Time Password.
It doesn't mention the login process on the website unless I seemed to have missed it.
So in conclusion, when you register for the One-Time Password with your account, you have to enter both your regular password and your one-time password.
(I feel like a fool)