It is based on your service history as a Veteran, or the service history of the person who is sponsoring you, if you are a spouse, surviving spouse, or unmarried adult child.
How far ahead do I need to apply for pre-need eligibility?
That just means that you are applying before you need it. If you are requesting a burial when someone has just passed, you would not fill out a pre-need request.