When I add artists to my ipod/iphone the artist name displays twice

When I go to add artists as a group to my ipod nano or iphone 4, the artist name comes up twice spelt differently.  eg I see, "Black Eyed Peas" and "The Black Eyed Peas" from the Artist check list.  Please note these songs are not on my iphone/ipod yet, this is me merely looking to select and add them to my iphone/ipod.  Some of the songs I have by The Black Eyed Peas are from different albums but I have ensured they are all sorted by "The Black Eyed Peas" under "Get Info".  I've also set the tracks to be 1 of 14 for one album and 1 of 1 for the songs that I got from compilation CD's. 
I've found multiple help pages but none of them fixed the issue I am having.  I am using iTunes 12.0.1.26 for windows 7.  Can anyone fix this?  It's itunes that's the issue it's not the device I am tying to sync it to.

The same thing happened to me when I updated to the new software when iPhone 4S came out. 

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