If someone happens to win the lottery, you do not say they are "financially successful". Instead, they are lucky bastards.
Same with your parents. The job being given to someone else after it was offered to you without warning would be like winning the lottery, highly unlikely and in no way indicative of your parent's competency in the area of job hunting.
So just follow through with the phone call, and everything will work out