Just swipe across the webpage/description in the list - with your finger - and a red delete button will popup. Tap delete.
Pull up the reading list, then tap and hold the item you wish to delete until it is highlighted in blue. With your finger in contact with the screen, drag your finger to the right slightly and a red Delete button should appear. Tap delete, and the entry will be removed.