The "O" rings have failed in your Anderson valve. This is very, very common. Call Anderson ( Anderson Brass Company ) and they have a repair part. Anderson now markets a total replacement brass valve that does not fail ( supposedly ). This will be a permanent solution to the problem. The reason your pump keeps running is that pressure is bleeding off due to the failed "O" rings.