Hi Vishnu,
What Package are you using to load that data?
In standard Package for load of MD there is a Key data which is usually current date. This way load selects a record that is valid for today. If you don't want such record, but want the latest, set that date to the far future, like 30.12.9999.
Regards,
Gersh