The prepositional phrase in that sentence is: in New Mexico
Prepositional phrases are groups of words that don't have either a verb or a subject. They also contain a preposition, for example in, on, toward, etc...
Here are a few examples of prepositional phrases:
- under the bridge
- to the city
- inside the blue cardboard box
- over the soft green hills