All the src blocks in the file are supposed to inherit the global options specified above ^. Note that if you change a header arg in the property block above, you need to put the cursor on that property line and hit C-c C-c to “refresh configuration”.
For instance, my current working directory is not my home dir, but when I do this, I get the contents of my home dir because of the global :dir flag: