List Posts of a Custom Post Types Ordered by Terms of a Custom Taxonomy? in WordPress

I suppose your custom taxonomy slug is 'cat_sd', right?

If so, the right query would be:

$loop = new WP_Query( array( 'post_type' =>
 'sobeedesce', 'cat_sd' =>
 12 ) );