The term 'Society Page Newcomer' refers to a person who is new to the world of high society and is featured in the society pages of newspapers. This person is often someone who has recently achieved success or notoriety, such as a celebrity or politician. The crossword solution for this term is DEB, which is short for debutante. A debutante is a young woman who is presented to society at a formal ball or other event.