A 'punter' generally is more than a gambler, even though that is what is down in the dictionary.
The guy betted on, what seems to be 6 horse races, get them all right and you can get a big pay out.
At first it looked like he had done it, but one was later disqualified, then he was found dead, on the day that another winner was going to give him some money.