Before revision:  Here each point x is mapped to a subset of points f(x) ( called a clan ) with a special chief point \chi(x)\in f(x).
After revision:  Here each point x is mapped to a subset of points f(x) , called a clan ) with a special chief point \chi(x)\in f(x).