The story
From primer (“prayer book”), with the qualifier distinguishing it from primer or long primer, a smaller size.
Etymology from Wiktionary, CC BY-SA 4.0.
great primer
Today it means: The size of type between English and paragon, standardized as 18-point, used in the printing of large-format English bibles. Full definition →