Do I need to be disabled to qualify for VA pension benefits?

Yes, you do.  However, for VA benefit purposes anyone over the age of 65 is considered disabled.  Thus, any WWII or Korean era veteran will be considered disabled, and many of the older Vietnam veterans will also qualify.