Authorities are currently investigating the sightings
"While the cause of crash is under investigation, there are no indications the crash was caused by enemy fire," a US military spokesman, Colonel Sonny Leggett, said in a statement.
The military aircraft, built by Bombardier Inc, is used to provide communication capabilities in remote locations.
Trump has long called for an end to US involvement in Afghanistan, which began with a US invasion triggered by the Sept. 11, 2001, attacks that al Qaeda launched from then Taleban-ruled Afghanistan.
Last week, another round of talks kicked off with US Special Representative on Afghanistan Zalmay Khalilzad meeting repeatedly with the Taleban's chief negotiator Mullah Abdul Ghani Baradar.
Civilian airline Ariana Afghan Airlines denied initial reports that it was the owner of the plane.
Two officials from Ghazni province said the crashed aircraft appeared to belong to a foreign company.
"There is no exact information on casualties and the name of the airline," Ghazni provincial Governor Wahidullah Kaleemzai told private broadcaster Tolo News earlier on Monday.
Dozens of private entities operate planes and helicopters across Afghanistan to move military contractors and aid.
Authorities are currently investigating the sightings
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