I have installed nginx via a stacks script. I ran the
/etc/init.d/nginx start to start the daemon but it doesn't tell
me whether nginx is started or not. Can anyone help me with this?

any way to tell whether or not nginx is running?

ps -C nginx

If this command returns at least 1 row saying "nginx", nginx is running. If not, it's not running.