The transformation of a 0.60 Ne roving—recording zero Imperfections Per Kilometre (IPI) on an automated yarn mass-evenness analyser—into a 30 Ne ring-spun yarn exhibiting 30 to 40 IPI constitutes one of the most frequently misunderstood phenomena in industrial staple-fibre spinning practice. This article presents a comprehensive, mathematically rigorous analysis of the four primary mechanisms governing this behaviour: (i) the absolute mathematics of signal amplification arising from a mechanical draft of 50, wherein any relative mass defect in the roving is multiplied by the draft ratio; (ii) the count-dependent architecture of imperfection thresholds in mass-evenness instrumentation, defined as fixed percentage deviations from an ever-shrinking cross-sectional mean; (iii) the statistical inevitability of mass irregularity governed by Poisson distribution theory and Martindale’s theoretical limit of irregularity; and (iv) the fluid-dynamic instabilities inherent to high-draft ring spinning frames, including non-Newtonian shear thinning, floating-fibre avalanche effects, and drafting wave formation. Within the analytical framework presented, a Total IPI of 30–40 km⁻¹ for a 30 Ne yarn is demonstrated to be consistent with elite, world-class global spinning benchmarks. Spectral analysis interpretation, break-draft optimisation principles, and structured practical guidance are provided for spinning mill process engineers and quality technologists.