An ineffectual upper-class man, typically dim-witted and of a weak or indecisive character, frequently one who gained his position through nepotism or social connections.
yellow-belly
How often have the words chinless wonder and yellow-belly occurred in a corpus of books? (source: Google Ngram Viewer )