A new discovery in the Permian Basin is challenging the narrative that shale oil and gas in the United States is declining.

Argentina’s Neuquén basin accounted for 71% of national oil production and 73% of natural gas output in this year’s first half, according to data from the National Secretariat of Energy. In May—the ...