Before revision:  We introduce a new annotated dataset of 1.3K instances of elaborative simplification  and analyze how entities, ideas, and concepts are elaborated through the lens of contextual specificity.
After revision:  We introduce a new annotated dataset of 1.3K instances of elaborative simplification in the Newsela corpus, and analyze how entities, ideas, and concepts are elaborated through the lens of contextual specificity.