To make sure the device is not creating uplinks that are not supported by TTN (such as requesting DeviceTimeReq), try to look at your gateway’s log. TTN Console does not provide any means to see historical gateway traffic, but maybe your gateway itself does?
At what spreading factor did the device join, and do you know if that had a good reception?