Union Minister Rajya Vardhan Singh Rathore, who was recently inducted as Sports Minister after the cabinet reshuffle, will receive Rs 3 crore as refund from Parsvnath Developers for a defective flat which he brought in the year 2005 at Rs 75 lakh, reported The Times of India.