How has a 500kt warhead left survivors in a city? No warheads or bombs that large have ever been deployed in an actual conflict and so have never been used on a city.
The 100% kills zone is surrounded by a much larger 99-95% kill zone. Militarily 98% = total destruction, but when you start talking about 100,000 people you need several 9's.
