Yes, this sounds so much like character-driven SF (hey davefreer, sound familiar?). You have read Slowtrain, right?

Any human group viewed by an outsider is SFnal enough to be valid as First Contact. Perhaps a touch of Margaret Mead, although she may well be discredited with respect to her conclusions; or perhaps that incredible woman who wrote about Shakespeare in the bush?