echo 'first url, second url, third url' | sed 's/.*second//'
Edit: I misunderstood. Better:
echo 'first url, second url, third url' | sed 's/.*second \([^ ]*\).*/\1/'
or:
echo 'first url, second url, third url' | perl -nle 'm/second ([^ ]*)/; print $1'