The Texans trailed 36-29 at the halftime but opened the second half with an 8-0 run to take the lead.
Stanton Kidd led the Texans with a game-high 20 points in the win.
South Plains (33-0) advances to face the Monroe College/Indian Hills Community College winner Wednesday at 6 p.m. in Hutchinson, Kansas.
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