The stone tied with black string is called "Sekimoriishi" and is placed in the tea ceremony garden.
 
It means, "Do not go beyond this point."
 
It's also called a "stop stone."
It means "no entry.
 
"Sekimoriishi" is a signpost to the tea ceremony room.お茶