Here is the scenario:
I am performing Union on 2 shapefiles: A & B
A: 300 features B: 8 features.
The result of the union generated is 334. Through the helpful comments I know that it was due to some overlapping features within either shapefile.
So now my question is how to get the union results I want which will simply have 300+8= 308 features.