The man lives next door. He is my neighbor
The man who/that lives next door is my neighbor
The book is a bestseller. It was published last month.
The book which/that was published last month is a bestseller.
The man is a famous actor. I spoke to him yesterday.
The man who I spoke to yesterday is a famous actor.