Ethiopia is counting on the dam to power a hydroelectric plant meant to support its fast-growing economy, and promoting the dam project as a return to imperial-era glory after an era of deep poverty. Ethiopia’s economy grew 9% last year, one of the fastest paces in the world, according to the International Monetary Fund.

“Ethiopia has not been using this river for development of its own because we lacked the financing,” Ethiopian Prime Minister Hailemariam Desalegn said last year. “Now we are capable of investing on our own.”

Mr. Desalegn arrived in Cairo for talks Wednesday, though details of his agenda weren’t immediately known. Yearslong negotiations over filling the dam broke down in November. Egypt has asked the World Bank to mediate the dispute; a spokeswoman said the bank is studying the invitation.

The quarrel is about more than water, said  Rashid Abdi, head of Horn of Africa research at the International Crisis Group, a think tank. “What you are seeing is a proxy conflict of who should be the regional hegemon, Egypt or Ethiopia,” he said.

When it is completed, the dam will be the largest in Africa, and it has become a point of pride in Ethiopia. “It will change our future,” said Iskander Baye, a 29-year-old accountant in Asosa, a town near the dam. “Ethiopia’s time has come.”

Almost all Ethiopians have contributed to funding it, often from meager salaries, although opposition groups claim that not all the contributions were voluntary. The government denies that.

The Nile has long divided and united those who share it. The river is the key source of water for Egypt, whose population of about 96 million is squeezed mostly along its banks.

Construction on the dam began in April 2011, when Egypt was in the throes of the Arab Spring—and some six centuries after an Ethiopian emperor threatened to disrupt Egypt’s access. Some 8,500 laborers work in three shifts, 24 hours a day, 7 days a week.

The dam is being built 8 miles from the border with Sudan, which lies between Egypt and Ethiopia and also needs the Nile for irrigation. Sudan has made efforts to mediate between Egypt and Ethiopia, and says it is neutral in the standoff.

But the dispute has rekindled suspicion between Khartoum and Cairo, which have long had strained relations over a range of issues. Earlier this month, Sudan recalled its ambassador to Egypt indefinitely and lodged a complaint with the U.N. over an unrelated border issue.

“Ethiopia has got a right to use its available resources for the good of its people, without endangering the water security of both Sudan and Egypt,” Sudan’s Foreign Minister Ibrahim Ghandour said. “We don’t know what the fuss is about.”

Egypt has rights to the majority of the Nile’s water under a colonial-era agreement. Ethiopia, which was cut out of that deal, protests that 86% of the Nile’s main tributary, the Blue Nile, flows through its territory.

Ethiopia says the speed at which the reservoir is filled could be adjusted to take into account its probable impact but hasn’t given details. It says it is consulting with Egypt and Sudan.