Names must be unique at each administrative level. For example, two result sources in a site cannot share a name, but one ...

Names must be unique at each administrative level. For example, two result sources in a site cannot share a name, but one in a site and one provided by the site collection can. 
Descriptions are shown as tooltips when selecting result sources in other configuration pages.