I'm not sure if you are saying that you have a blocking factor and a whole plot factor, or just a whole plot factor. Either way, it's most common that the blocking factor acts as a random effect - so you select the term in your model specification then choose random effect from the attributes option. You'll find more details under Help>Books>Modeling and Multivatiate Methods ... just do a search for split-plot
-Dave