First of all, GST is 12.5%. Secondly, it's payable on profits from property bought with the *intention* of capital gain, not long-term buy and holds.
It sounds like you didn't claim the GST when you bought it but if you've bought it for a quick flick, that doesn't mean you don't have to pay...