[Compatibility] Build Target (Unknown) is not supported (SOLVED)
If you get "[Compatibility] Build Target (Unknown) is not supported" in the Project Validation tool, just change the XR Management to OpenXR for a moment, do a build, then go back to Oculus and that seems to straighten things out. Hopefully this saves another time on this issue.
