City of 1+ million near the Russia/Kazakhstan border (4)
I believe the answer is:
omsk
(Other definitions for omsk that I've seen before include "City of south central Russia" , "Womble" , "City in Siberia" , "City of Asian Russia" , "Russian city" .)