Yes, I agree that there should not be any corelation between WZC and duplicate IP conflict.
How many NIC cards do you have on your machine?
Secondly, check the System Event log for that IP Address conflict event, and get the MAC address of the conflicting NIC.
Then check which NIC adapter has that MAC address.
Ipconfig /all tells the MAC address of all Network adapters in a machine.