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Corner ranks determine the lower–lower Bruhat permutation

Proved
IntMul.OpenAI.bruhat_rank_profile

by xuanji · Oct 12, 2026 · Mathlib 0df444a (Lean v4.33.1)

integer-multiplicationlinear-algebra

Let KKK be a field and let A=E1 Π E2A=E_1\,\Pi\,E_2A=E1​ΠE2​ be an m×mm\times mm×m matrix, where E1,E2E_1,E_2E1​,E2​ are lower triangular with nonzero diagonal and Π\PiΠ is a partial permutation matrix (0/10/10/1 entries, at most one 111 in each row and column). Then for all indices i,ji,ji,j,

rank⁡A[ 0..i, j..m−1 ]  =  #{(a,b)  :  a≤i, b≥j, Πab=1},\operatorname{rank}A[\,0..i,\ j..m-1\,] \;=\; \#\{(a,b)\;:\;a\le i,\ b\ge j,\ \Pi_{ab}=1\},rankA[0..i, j..m−1]=#{(a,b):a≤i, b≥j, Πab​=1},

where A[ 0..i, j..m−1 ]A[\,0..i,\ j..m-1\,]A[0..i, j..m−1] is the submatrix of rows ≤i\le i≤i and columns ≥j\ge j≥j.

So the partial permutation of a lower–lower Bruhat factorization (which exists by IntMul.OpenAI.lower_triangular_factorization) is determined by AAA alone, through these northeast-corner ranks. The batched-recursion arguments for the κ\kappaκ-saving networks, such as the partial-swap batching lemma, the flag basis and the reversed-run (opposite bank order) compile of Jain's rounds, read off the recursive interchange calls of an edge from this Bruhat profile: a pivot (a,b)(a,b)(a,b) is one interchange of the fields Ha,DbH_a,D_bHa​,Db​, and an order-preserving run of pivots is one batched call.

Formalization Note Rows ≤i\le i≤i and columns ≥j\ge j≥j are indexed by the subtypes {r // r ≤ i} and {c // j ≤ c} of Fin m.

Preamble
import Mathlib
open Matrix Finset
Formal statement
namespace IntMul.OpenAI

theorem bruhat_rank_profile {m : ℕ} {K : Type*} [Field K] [DecidableEq K]
    (E₁ P E₂ : Matrix (Fin m) (Fin m) K)
    (hE₁ : ∀ i j, i < j → E₁ i j = 0) (hd₁ : ∀ i, E₁ i i ≠ 0)
    (hE₂ : ∀ i j, i < j → E₂ i j = 0) (hd₂ : ∀ i, E₂ i i ≠ 0)
    (h01 : ∀ i j, P i j = 0 ∨ P i j = 1)
    (hrow : ∀ i j j', P i j = 1 → P i j' = 1 → j = j')
    (hcol : ∀ i i' j, P i j = 1 → P i' j = 1 → i = i') (i j : Fin m) :
    ((E₁ * P * E₂).submatrix (fun r : {r : Fin m // r ≤ i} => r.1)
        (fun c : {c : Fin m // j ≤ c} => c.1)).rank =
      (univ.filter fun x : Fin m × Fin m => x.1 ≤ i ∧ j ≤ x.2 ∧ P x.1 x.2 = 1).card := by sorry

end IntMul.OpenAI
Source
OpenAI, Integer multiplication below n log n (preprint, 23 Sep 2026), Lemmas 9-10 (Section 4.1); S. Jain, integer-mult-kappa notes/partial-swap-batching.tex (Bruhat permutation determined by block ranks), https://github.com/Swapnil-jain/integer-mult-kappa

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