An "unknown caller" is typically one that has no caller ID information provided (e.g., unlisted number). However, getting a random telemarketing call from a VoIP-provided (or spoofed) local number would still come through since the caller ID information is provided, even though the number is not in your contacts list.

Unknown = caller who has chosen to hide their number, or their number is just unavailable for any other reason.