The intelligence from Manbij and other sources has led to arrests or broken up plots in 15 countries.

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WASHINGTON — U.S. military officers watched grainy video feeds at a small operations center in Baghdad on Tuesday as Predator drones tracked and killed three reputed Islamic State group leaders — one after another — in the offensive on Mosul.

The targeted airstrikes were due in large part to intelligence extracted from cellphones, computer hard drives, memory cards and handwritten ledgers recovered from battlefields and towns taken from Islamic State group, or ISIS, fighters.

Recently captured intelligence also has proved useful in providing clues to detecting potential terrorist plots, tracking foreign fighters and identifying ISIS supporters worldwide, U.S. officials said.

The largest data trove was recovered when U.S.-backed Syrian rebel forces recaptured Manbij, an ISIS stronghold in northern Syria, in mid-August. Intelligence agencies recovered more than 120,000 documents, nearly 1,200 devices and more than 20 terabytes of digital information, officials said.

Brett McGurk, the special presidential envoy for the coalition fighting ISIS, also known as ISIL, said the Manbij data trove has been especially invaluable.

In particular, the intelligence from Manbij and other sources has led to arrests or broken up plots in 15 countries in Europe, the Middle East, Southeast Asia, Africa, Latin America and in Canada, McGurk said at a news conference Oct. 7.

“If we get a phone off of a dead ISIL fighter in Manbij and it has a number of telephone numbers into a particular capital or city around the world, we share that information with the coalition members so that they can conduct their own investigation,” McGurk said.

Intelligence specialists are combing through the data, but it has led to new details on how fighters are organized within the group’s hierarchy. That has helped military planners prepare the ground assault on Mosul that began last week.

The Pentagon recently sent about 100 additional special-operations analysts, linguists and technicians to exploit information taken from towns around Mosul as Iraqi and Kurdish ground forces advance through concentric belts of booby traps, snipers and suicide bombers.

The goal is to “make sure we take advantage of the captured enemy material that is coming off of places like Manbij and will come out of Mosul,” said Gen. Joseph Votel, commander of U.S. forces in the Middle East, who was in Baghdad on Tuesday with McGurk.

The intelligence has allowed U.S. commanders to “understand what [ISIS is] doing, what it might mean for foreign fighters that have been through there, what it might mean for future plans,” he said. “It’s a lesson we learned the hard way the last time we were in Iraq.”

U.S. forces were slow to break into militants’ communications and electronic devices during the 2003 invasion of Iraq, when Votel commanded the 75th Ranger Regiment, the Army’s premier light-infantry and special-operations unit.

He indicated they may have missed opportunities to find clues about the fierce Sunni insurgency that erupted after the invasion and ultimately gave rise to ISIS.

Now, U.S. special-operations commanders may forbid launching an airstrike at houses or compounds — even if known militant leaders are inside — for fear of destroying a useful cache of information and electronics.

ISIS leadership includes former Iraqi military officers and others who served under ousted ruler Saddam Hussein. They tend to keep detailed records, officials say, which has helped analysts understand the group’s structure and map its hierarchy with tiers and rows.

“The expertise and senior leader cadre sets the pace of sustaining the organization,” a U.S. defense official said, speaking on condition of anonymity. “They fashion themselves as a pseudo-governmental structure where you have financiers and ministers and all these other components. You need to take that all away from them.”

Targeting by Joint Special Operations Command has killed 39 ISIS leaders in and around Mosul since July 1, U.S. officials said.

No one is yet sure how ISIS will fight once Iraqi Security Forces and the Kurdish fighters known as peshmerga break through the group’s defensive perimeter around Mosul, or how they will leave the city.

Before they abandoned Ramadi this year, the militants planted booby traps in “baby cribs and closets” so people could not return to their homes, McGurk said Tuesday.

The coalition campaign to wipe out the group’s leadership has taken a growing toll on the group’s ability to control territory and to conduct sustained offensives, according to U.S. officials.

Small groups of militants launched surprise attacks last week in Kirkuk and Rutba, but coalition forces quickly fought back. Kirkuk was recaptured, and Iraqi ground troops, backed by a U.S. B-52 bomber, were pushing them back in Rutba, officials said.

“There’s no more leadership for them,” said Iraqi Brig. Gen. Tahseen Ibrahim Khafaji. “Who do they have to follow? It’s chaos.”

During the advance on Mosul, for example, Iraqi forces had to retake Sharqat, a rural town less than an hour’s drive to the south.

ISIS’ local leader was killed in an airstrike. When a replacement was sent to govern the town and direct fighters, his vehicle also was hit with an airstrike.

Iraqi forces recaptured the town in just two days.