So I'm asking this question solely so I can post my own solution. I ran into a situation where my disks looked like this:
LVM
DRBD-RESOURCE
UNDERLYING-BLOCK-DEVICE
Using Drbd 9, I was running into a problem where LVM was finding the lvm signatures on the underlying block device and was causing me to have a really bad day. Filters absolutely did not work in the lvm conf. I tried the filters from the documentation as well as my own and any forum post I could find. I even limited the device type to drbd and that just made nothing work. Even if I ran pvscan, vgscan, lvmconfig. Did not matter, Did not work.