How to remove all multipath references on server, to survive reboot"

I have a few enclosures running on Ubuntu server that I am not creating as raid arrays. They are all individual xfs single partioned single drives. I would only like to see the drive itself show up in fdisk / lsblk etc.

/dev/sddf1: UUID="ad7b3c8b-82b7-438f-ab8e-722ec33179b6" TYPE="xfs" PARTUUID="f5f4af8d-d78b-f647-bd0c-8ba190b1c5d0"
/dev/sddg1: UUID="5a41ebee-66e1-4b26-9745-bd9410fe5cc1" TYPE="xfs" PARTUUID="9aaee3e9-fef6-e14d-8e84-85a565fb44b9"
/dev/sddh1: UUID="8cc16a7c-ef74-4257-b890-8e4cb7be89c3" TYPE="xfs" PARTUUID="68a0fe50-6b1b-df4f-8d1a-067e1a15b5f2"
/dev/sddi1: UUID="f9e7dc51-5e37-4ac8-bd15-0f4f420d2d1c" TYPE="xfs" PARTUUID="24b84399-679f-d847-9311-2aff596f25e4"
/dev/mapper/mpatha-part1: UUID="989e0fa6-31ff-445a-842e-fff25e80a78d" TYPE="xfs" PARTUUID="7aab467d-4f30-c140-ad96-62f253f47b16"
/dev/mapper/mpathk-part1: UUID="d636731a-657b-4eb0-b8d0-df127136cec1" TYPE="xfs" PARTUUID="97a44bc5-3a19-dd48-bfe5-0b14881db2a2"
/dev/mapper/mpathl-part1: UUID="4ba9ebe4-253e-4df3-a153-78a2ab060330" TYPE="xfs" PARTUUID="a1dfa5ae-763e-ed4a-9ebd-45178f13c6f8"
/dev/mapper/mpathm-part1: UUID="1494dacc-a802-4530-a6b9-5fa1d6452f95" TYPE="xfs" PARTUUID="e96093e9-a262-cf41-83e9-f23f165eb752"
/dev/mapper/mpathn-part1: UUID="9cfd51f4-9e1b-41ac-88d2-bc25d45132ae" TYPE="ext4" PARTUUID="40cccdbc-

The first part /dev/sddf1 etc is good. I just don't want the mapper stuff. If I execute

multipath -ll
mpathal (35000c500559892d7) dm-68 IBM-XIV,ST33000650SS  B1
size=2.7T features='0' hwhandler='0' wp=rw
|-+- policy='service-time 0' prio=1 status=active
| `- 2:0:46:0  sdas    66:192 active ready running
`-+- policy='service-time 0' prio=1 status=enabled
  `- 2:0:96:0  sdcn    69:176 active ready running
mpathf (35000c50084de734f) dm-24 SEAGATE,ST91000640SS
size=932G features='0' hwhandler='0' wp=rw
|-+- policy='service-time 0' prio=1 status=active
| `- 2:0:20:0  sdt     65:48  active ready running
`-+- policy='service-time 0' prio=1 status=enabled
  `- 2:0:71:0  sdbp    68:48  active ready running.. etc

I can then execute

multipath -F

Which does what I want. No more references to mapper or multipath etc. How do I remove this and "save it". At reboot, it comes right back. How do I disable this for good?