Featured images not showing on some posts

Hello

My website that i am building is no longer showing featured images on certain blog posts. https://www.elginmanagement.com/category/blog/

I have disabled all plugins and it still fails to work. What is confusing though is that some posts do still have the featured image displayed.

Any help very much appreciated.