The short list also features five other books exploring themes like migration and creativity: Look out for titles by Lyse Doucet, Daisy Fancourt, Judith Mackrell, Jane Rogoyska, and Ece Temelkuran.
Judge Thangam Debbonaire described these picks as "timely and timeless."
The winner scores £30,000 when it's announced on June 11.