Blink Trap curses are not removed by Potion of Purity, at least not if the trap was triggered by an enemy monster. Did not test if you trigger it yourself.
The reason being that the dot is put on the monster and so the potion of purity won't clear it. The dot then blinks the player. It's just because of that same bug with monsters triggering it and will be fixed when it is.
