At the risk of sounding like a complete moron I thought I had a rattle on my passenger side as well. Paid attention to it and realized that it was the unbuckled passenger seat belt knocking into the plastic sliding adjuster thing. Moved the seatbelt down & problem solved.
Once again, probably...