In the case of personal or real property sold or otherwise disposed of during the period of administration of an estate, the gain derived or loss sustained from the sale, exchange or other disposition of the real or personal property, shall be the difference between the amount realized therefrom and the value of such property as of the date of death of the decedent from whom such property was acqu