At some places, pre-K and K-5 or 6 are feeder schools for some top high schools, and it is especially the case in cities like NY.
Both of my kids went to private school from Pre-K to high school and then college. I didn’t do it because chance of being with famous people. As a matter of fact, my kid’s school didn’t like to admit famous people’s kids due to security.