You will find the answer to this problem has been given in the link you included above. It is because the default transform key is not set at 0, 0 for the prop you used.This should solve your problem but another quick alternative is to save the character once setup with the prop in Composer Mode. Then load this back into Stage mode. The Prop will then be in the correct location.