No disrespect to the dead guys, but as chemical weapons go this stuff was pre WWI junk.
Granted it is WWI first generation chemical weaponry but when used in a first strike at say 0300 hrs against industrial areas such as railyards areas surrounding airfields or against communications hubs & traffic choke points it would have a great effect on the ability of the defending forces to get mobilized.