Q 97

Does a character know he's been targeted by a spell that offers no Saving Throw?

Eg: A Wizard casts Still Silent Dispel Magic on a Cleric currently being affected by Protection from Evil. The Cleric doesn't get a Spellcraft check to identify the Dispel Magic since there are no components. Assuming the Dispel succeeds, does the Cleric KNOW the spell is gone?