Georgia’s opposition disputed the results of its election Saturday after officials said the ruling party led the crucial vote which could decide whether the country pivots to embrace the West or falls back into Russia’s orbit.

Many Georgians viewed the vote as a make-or-break referendum on the opportunity to join the European Union. Initial figures suggest turnout is the highest since the ruling Georgian Dream party was first elected in 2012.

Georgia’s Central Election Commission said…