In a medium saucepan, combine milk, evaporated milk, cream, and sugar. Heat over medium until steaming, but do not boil.
Place the yolks in a medium bowl, then whisk in 1/3 hot milk mixture. Transfer the egg-milk mixture back to saucepan and return to medium heat. Cook, stirring constantly, until mixture coats the back of a spoon, about 12 minutes.
Set a medium bowl in a bowl of ice water, then pour the custard into the empty bowl. Let the mixture stand, stirring occasionally, until cool, about 45 minutes. Transfer the custard to a blender with peanut butter and 1 1/2 teaspoons salt; blend until smooth.
Transfer the custard to a gelato machine and freeze according to manufacturer's instructions, about 45 minutes.
This recipe was provided by a chef, restaurant or culinary professional. It has not been tested for home use.
Recipe courtesy of Jessica Oloroso, Black Dog Gelato, Chicago, IL