Equipments

Trying to understand the equipments and their bonus that it gives. I see that there a base attribute and then a description and an effect. So when you socket let's a L7 weapon what does that do for you ? I assume you get the base attributes but does the hero get both the description and the effects benefits or just one of them.

Thanks in advance - spiderweb :-)