Yes, that is true! Those are the main ingredients for a successful relationship.
For my part, I actually believe in "soulmates" as just a concept. It could be true for some, and untrue for others. However, I also think that the concept of "soulmates" do not apply in romantic couples only. The same kind of strong, indescribable bond can also be found within friends, and family as well. :)