I would say that the answer is likely to be yes...   with all crafting  you are only guaranteed legendary if all the parts are also legendary.

However why would you want to destroy your fur hat ? especially if its legendary.

I recall reading a piece somewhere  that the equipment created by  using  the  fur hat was not much  better than the fur hat itself ,and there's all that silver needed to consider as well