It seems that one of our crab apple trees was grafted onto root stock of a regular sized apple. The tree is covered with crab apples and a few large ones. I can't think of any other explanation.
The grafted in limb could have died out. I would graft in a new limb from and apple tree you like, then (over time) prune out all of the current crab apple producing limbs.
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