Belt is only available to priests
The Sunwell Plateau raid
Requires a group of max level characters
Priests can use the Absolution Tier 6 pieces which drop in Sunwell as they match this set perfectly. Belt of Absolution in particular would solve the missing belt problem.
Where to get set items