That may be the case ("Preview won't do auto-lookup..."), but it seems as if the Browser view has already done the lookup, Preview uses the image that was found.
I had to update to 5.0.4 to get the "Show image" selection in that right-click menu - thanks for the tip.
Appreciate the reply.