cul·prit [kuhl-prit]
–noun
1. a person or other agent guilty of or responsible for an offense or fault.
2. a person arraigned for an offense.

Nope, the person who whispered for you to come over here doesn't match the definition of a culprit at all. You don't even know the guy and you already want to call him a 'culprit?' Bad form.