The post featured image link stored in the WordPress database is stored in wp_postmeta with a meta_key called _thumbnail_id.
You can see the example below:
Meta_id post_id meta_key meta_value
200 4 _thumbnail_id 48
And, the actual thumbnail link is then contained in wp_posts with a post_type of attachment.
ID post_type guide
48 attachment Link