This is an interesting concept but I feel like the formula needs tuning. There is no way a person in Boston who mentions Baltimore is most likely talking about

This is an interesting concept but I feel like the formula needs tuning. There is no way a person in Boston who mentions Baltimore is most likely talking about Baltimore, Vermont a town of 200 people.