You don’t need to know PHP. You shouldn’t be editing theme files anyway…for lots of reasons. Use the theme options (there are lots) or a child theme (it’s easy) to make modifications.
In this case, go to Graphene Options >> General Options >> Child Page Options and select “Hide Listing” in the drop down menu labeled “Child page listings”.
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