Its possible that whoever did own the domain, simply didn't bother to re-register it. In which case, after about 60 (ish) days (from when the payment was due), it can re-sold to someone else.
That new person doesn't have to have his details displayed on the WHOIS websites (unless its a company website).
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I am assuming the ID stayed the same, because its the same Domain.