Linux CLI command for ~"what is this machine"?
Not really no (in general, how do you define "description"?), but you can pull most of that info using dmidecode.
Ubuntu provides lshw in ubuntu-standard, it will be on any distribution ending with "untu". Many other distributions have their own tools, a lot of it can be found in /proc. You can find the man page for lshw here