This doesn't smell right. Google Dioxin and it doesn't come up like a fast acting poison.
It is possible that the dose was not meant to kill him, just incapacitate for several months and take him out of the running.
Some dioxins are fast-acting.
Dioxins and furans are some of the most toxic chemicals known to science.http://www.ejnet.org/dioxin/