It looks like for some reason i have multiple records for same person in my database and the same has now been published to the web. Any recommendations on how to sort this out ?
Could it be that you have two different family trees with similar entries/same people hosted on your family site?
To check this go to Family Tree > Summary on your site. Here you will see the list of all trees. If there are indeed duplicates, you can delete unwanted trees here as well.