We develop two transition principles for lower-bounding value sets generated by structured sequences over prime fields. A reciprocal-affine family with internal transitions and bounded quotient multiplicity has image size . This recovers the factorial-residue bound and yields the same exponent for arithmetic Pochhammer products, Gaussian -factorials, derangement numbers, and the numbers of ordered subsets. A second theorem treats nonzero sequences whose consecutive ratios evolve under a nondegenerate M"obius transformation: their value sets have size for an absolute constant . As consequences, fixed rows of Pascal’s triangle and the initial half-blocks of the Catalan and central binomial sequences exceed the square-root scale. The proofs combine transition quotients with, respectively, Cartesian-product point-line incidence geometry and Bourgain’s expansion-based incidence theorem in .

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