It turns out that you can nuke the `MBR` of the live stick to remove
the legacy boot.
****Make sure you know what the device path of the USB stick is. You
don't want to nuke some innocent hard drive :)!****
Over at [stack exchange](https://askubuntu.com/questions/1100086/removing-extra-option-from-boot-manager-in-legacy-mode-after-deleting-ubuntu) someone had a similar problem and one proposed
solution was to overwrite the first `446` Byte of the `MBR` with
zeros. Find the device path of the live stick with `lsblk` and then
`dd if=/dev/zero of=/dev/sdx bs=446 count=1` as root and you're set.