Does the visa apply if you have a connecting ticket with a connection in China?

I want to fly from Guangzhou to Tel Aviv, but the flight has a stopover in Beijing.

I have to fly from Singapore to Guangzhou so would do the 72 hour free transit in Guangzhou, but, does it not work if my first flight is to another city in China?