Figured out the reason for this behavior.
In the Fact Table, I didnt define the Foreign Keys with the necessary Dimension tables, due to which SS gave neither the Fact nor the Dimension Status to the Fact Table in Question.
Thanks to the SQLServerCentral group for all the useful articles.
Regards,
Sundar