I have no idea why you want to ruin your site design by moving there.
But it makes you happy, here is how you should do it.
File: /wp-content/themes/supreme-directory/functions.php
Add the following code at the end.
function sd_custom_geodir_detail_page_sidebar_content($array) {
if(($key = array_search('geodir_detail_page_more_info', $array)) !== false) {
unset($array[$key]);
}
return $array;
}
add_filter('geodir_detail_page_sidebar_content', 'sd_custom_geodir_detail_page_sidebar_content');
File: /wp-content/themes/supreme-directory/inc/geodirectory-compatibility.php
Around line no: 880
Replace this line
echo '<div class="sd-detail-cat-links"><ul>';
with
geodir_detail_page_more_info();
echo '<div class="sd-detail-cat-links"><ul>';
Warning: You will lose your changes if you update the theme.
Thanks