Take a case that you didn't anneal. Set. Pair of vice grip pliers so that they barely squeeze the neck of the case. You want to see how the neck springs back after squeezing.
Now do the same with your annealed cases. If they spring back the same way you're good to go.
If they don't spring back they are junk.