When some one shares a particular entry or when you coment on a particular entry you get a message in text messages and the notification you hear the notification sound
Go to Settings > Apps > tap Facebook > uncheck Show notifications.
Or open Facebook > Settings > uncheck Notifications.
Hope that helps! :)