I can tell at a glance. I think it is fine to breathe new life into a bike but yeah, it is a low-end frame. You are aware of this so it isn't a big deal but other people rip newbs off all the time. Just check eBay or CL, there are terrible bikes being "converted" and being sold for big bucks.