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    "Subtracting one shared centroid is a pure translation and cannot change pairwise Euclidean distances. The experimental geometry changes only after each residual is normalized back onto the unit sphere.",
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    "Principal-subspace removal and local-density correction are deliberately separate interventions: one changes global embedding directions while the other changes graph ranking around semantic hubs.",
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