No.  You will eventually be forced to pick between them.  While you can flirt/pursue up to a certain point to actually have a relationship (and the achievement) you must make a choice.

[Romance Guide][1]

In addition, when you make that choice the other one becomes quite upset.


  [1]: http://faqs.ign.com/articles/107/1073018p1.html