Yeah I would've called too. Last month, we had to call on the neighbors behind us. They are a really nice couple about my parents' age with two kids who are college-aged.
Their kids had a huge bonfire in the backyard with about 15 of their friends. We do not live out in the country. Our houses are super close together and our master bedroom windows are on that side of the house. It started around 8 and we gave them until 1:30 AM before we called. We tried sleeping with the TV on in our bedroom even, but we could still hear them hooting and hollering over the TV. The cops came out and it dispersed. Oh and this was on a Wednesday night!