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Abstract
This document presents the formal structure of the Prime Isolation Engine (PIE), a deterministic framework for prime prediction that integrates modular composite exclusion (PRT) with prime gap classification (PGT). By rigorously excluding composite structures and validating structural gap types, PIE defines a repeatable mechanism for isolating primes across ๐.