He came with a woman. I know the woman from work.
He came with a woman that/who I know from work.
We employed the lawyer. Julie recommended the lawyer.
We employed the lawyer that/who Julie recommended.
We ate the fruit. I bought the fruit.
We ate the fruit that/which I bought.