When did Samantha realize that the phone call wasn't a hoax'?

Samantha realized the phone call wasn't a hoax when the caller provided specific details about her life that only someone close to her would know. The tone of urgency in the caller's voice further convinced her of the seriousness of the situation. Additionally, the call connected to a recent event that had left her worried, reinforcing her belief that this was indeed real.