Tahvon Campbell scored a late brace to increased the home sides lead to a two goal margin.
Dan Barlaser scored a stunning free-kick to pull one back but it was not enough to spur his side on for another goal.
Barlaser was born in Gateshead, Newcastle and has been a regular for Peter Beardsley’s Under-21s this season.
The promising midfielder was part of the Newcastle first team matchday squad for December’s Capital One Cup quarter-final tie at Tottenham Hotspur.
Barlaser is of Turkish descent and represents the Turkish U-17 side at international level.
The 18-year-old has made 15 appearances for the Turkish national team at youth level.
NEWCASTLE UNITED: Pearson, Sterry, Laidler, Longstaff (Hunter, 77), Williams, Satka, Gilliead (Cobain, 77), Barlaser, Ferreyra, Smith, Roberts (Cameron, 90). Sub not used: Newberry.