Diary (Witch's House)

The item itself is just called "Diary".

The Witch's Diary is part of the Witch's House quest. It details about some of the witch's experiments, giving you clues on how to get into the back yard and what you'll end up fighting.

You can find it upstairs in the witch's house and is stored in the shelves in your house.