Submitted:
21 September 2026
Posted:
23 September 2026
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Abstract
We refine the finite-scale LID bridge of [1] and extend the sphere-averaged monotonicity result of [2]. First, we replace the global Lipschitz constant L in the multiplicative envelope between Gε(r) and the population finite-scale LID by a local constant Lz(δ) defined as the supremum of ∥∇ log p∥H over the closed hyperbolic ball of radius δ centred at z. Under a C1 regularity assumption on the density p, we prove the local envelope e−2Lz (δ)δ Gε(r) ≤ LIDδ(z) ≤ e2Lz (δ)δ Gε(r), which refines the global bound. As an asymptotic consequence, if ∇log p is continuous at z and δ → 0+ at fixed z, then the relative error satisfies |LIDδ(z)/Gε(r) − 1| ≤ 2∥∇ log p(z)∥Hδ + o(δ), replacing the global constant L by the pointwise gradient norm. Second, we prove that the sphere-averaged hyperbolic step \( \bar{\delta} \)(r, ε) introduced in [2] remains strictly increasing in r on the full domain a + ε < 1, extending the result from the restricted domain ε < a < 1 − ε. The proof uses a symmetrization argument that reduces the integral over the sphere to a pair of pointwise inequalities. Both results preserve the multiplicative envelope structure of [1] and transfer to all five directional steps δ+, δ−, δ⊥, \( \bar{\delta} \), δvol on their corresponding domains.
Keywords:
Poincaré ball
; hyperbolic volume
; local Lipschitz bounds
; local intrinsic dimensionality
; sphere-averaged monotonicity
; finite-scale geometric index
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