Here's why:
* Gerund: A gerund is a verb ending in "-ing" that acts as a noun. In this case, "talking" is the gerund.
* Gerund Phrase: A gerund phrase is a group of words that starts with a gerund and acts as a noun. The phrase "talking to my friend Omaha" functions as the object of the preposition "for."