The sentence that contains information that should be left out of an abstract is:
“Mechanical engineer Oliver O’Reilly began looking into this telltale problem three years ago, after trying to teach his young daughter to tie her shoes.”
This sentence provides background information and personal context that is typically not included in abstracts, which focus on the main findings and significance of the research.