Iridescent gemstone primarily mined in Australia (4)
I believe the answer is:
opal
(Other definitions for opal that I've seen before include "Iridescent gemstone" , "Milky white gem" , "Delicately coloured gem" , "Milky white gemstone" , "Precious stuff" .)