OK, so I read rec.travel.air right now and found this link:
http://aviation-safety.net/database/2003/030404-1.htm
That actually lists the 747SP YI-ALM as the damaged (not lost) 747 in Baghdad (SDA). So it just happened to be the one I found on airliners.net by chance, how's that for luck?