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 context that may not be essential for understanding the main findings of the research, which is typically what an abstract focuses on.