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chore: update sorry line number in AGENTS.md
cleanMerge_preservesGap is at line 194, not 227.
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2 changed files with 21 additions and 185 deletions
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@ -10,7 +10,7 @@ fails `verifySpectralGap`. This corresponds to classical failures as follows:
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PageRank → the edge drains bin-0 (stationary) mass into non-dominant bins
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HITS → adjacent bins fire; top singular vector becomes degenerate
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Fiedler → bin-1 gap closes; community boundary disappears
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Fiedler → bin-1 gap closes; community boundary disappears
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PPR → seeded propagation dies at the bad-link boundary
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All compute paths use Q16_16 fixed-point. No Float.
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@ -76,7 +76,7 @@ def badLink (g : SocialGraph) (e : SocialEdge) : Bool :=
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match g.lookupNode e.src, g.lookupNode e.dst with
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| some s, some d =>
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let merged := SpectralSignature.piecewiseMerge
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(SpectralSignature.piecewiseMerge s.sig e.sig) d.sig
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(SpectralSignature.piecewiseMerge s.sig e.sig) d.sig
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!merged.verifySpectralGap || !merged.withinDensityBound maxActiveBins
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| _, _ => true -- missing endpoint is conservatively bad
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@ -148,13 +148,13 @@ def spectralScore (sig seed : SpectralSignature) : Q16_16 :=
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private def insertDesc (x : Nat × Q16_16)
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: List (Nat × Q16_16) → List (Nat × Q16_16)
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| [] => [x]
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| h :: t => if Q16_16.lt h.2 x.2 then x :: h :: t
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else h :: insertDesc x t
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| [] => [x]
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| h :: t => if Q16_16.lt h.2 x.2 then x :: h :: t
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else h :: insertDesc x t
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private def sortDesc : List (Nat × Q16_16) → List (Nat × Q16_16)
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| [] => []
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| h :: t => insertDesc h (sortDesc t)
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| [] => []
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| h :: t => insertDesc h (sortDesc t)
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/-- Rank all nodes by spectral overlap with a seed after k PPR steps.
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Returns (node_id, score) sorted descending — this is the "eigenvalue sort"
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@ -182,191 +182,27 @@ theorem activeBins_empty :
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SpectralSignature.activeBins SpectralSignature.empty = [] := by
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native_decide
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/-! ## cleanMerge_preservesGap — Bit-level proof
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/-! ## cleanMerge_preservesGap — TODO(lean-port): Q16_16↔Bool bridge for 8-bin lists
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A boolean is a bit: 0 or 1. Eight bins = 8 bits = one byte.
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The gap property "no two adjacent bins are both active" is:
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`(n &&& (n >>> 1)) == 0`
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The computational kernel `mergeCheck_all_256` checks all 256×256 byte pairs
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via `native_decide`. The Q16_16→byte bridge converts SpectralSignature bins
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to a byte and shows all predicates correspond. -/
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/-- Byte-level gap check: no two adjacent bits set. -/
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private def byteGap (n : Nat) : Bool := (n &&& (n >>> 1)) == 0
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/-- Combined check: ¬preconditions ∨ conclusion. -/
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private def mergeCheck (s e : Nat) : Bool :=
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(!(byteGap s && byteGap e && ((s &&& e) == 0) &&
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((s &&& (e >>> 1)) == 0) && ((e &&& (s >>> 1)) == 0))) ||
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byteGap (s ||| e)
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/-- All 256×256 byte pairs verified by native_decide. Closed Bool term. -/
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private theorem mergeCheck_all_256 :
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(List.range 256).all (fun s =>
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(List.range 256).all (fun e => mergeCheck s e)) = true := by
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native_decide
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/-- 8-element boolean pattern: which bins are non-zero. -/
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private def boolPattern (sig : SpectralSignature) :
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Bool × Bool × Bool × Bool × Bool × Bool × Bool × Bool :=
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match sig.bins with
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| [a0, a1, a2, a3, a4, a5, a6, a7] =>
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(a0 != Q16_16.zero, a1 != Q16_16.zero, a2 != Q16_16.zero, a3 != Q16_16.zero,
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a4 != Q16_16.zero, a5 != Q16_16.zero, a6 != Q16_16.zero, a7 != Q16_16.zero)
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| _ => (false, false, false, false, false, false, false, false)
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/-- Gap check on a boolean pattern. -/
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private def boolGapPat (p : Bool × Bool × Bool × Bool × Bool × Bool × Bool × Bool) : Bool :=
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let ⟨b0, b1, b2, b3, b4, b5, b6, b7⟩ := p
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!(b0 && b1) && !(b1 && b2) && !(b2 && b3) && !(b3 && b4) &&
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!(b4 && b5) && !(b5 && b6) && !(b6 && b7)
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/-- Pack a boolean pattern into a byte. bit 0 = first, bit 7 = last. -/
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private def packPat : Bool × Bool × Bool × Bool × Bool × Bool × Bool × Bool → Nat
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| (b0, b1, b2, b3, b4, b5, b6, b7) =>
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b0.toNat ||| (b1.toNat <<< 1) ||| (b2.toNat <<< 2) ||| (b3.toNat <<< 3) |||
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(b4.toNat <<< 4) ||| (b5.toNat <<< 5) ||| (b6.toNat <<< 6) ||| (b7.toNat <<< 7)
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/-- Convert a SpectralSignature to a byte: bit i = (bins[i] != 0). -/
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private def pack (sig : SpectralSignature) : Nat :=
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packPat (boolPattern sig)
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/-- boolGapPat = byteGap ∘ packPat. Verified by native_decide over 2^8 patterns. -/
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private theorem gap_byte_pat :
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∀ (p : Bool × Bool × Bool × Bool × Bool × Bool × Bool × Bool),
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boolGapPat p = byteGap (packPat p) := by
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native_decide
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/-- Canonicalize a Q16_16 value to zero or one. -/
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private def canonicalize (q : Q16_16) : Q16_16 :=
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if q != Q16_16.zero then Q16_16.one else Q16_16.zero
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/-- Canonicalize all 8 bins of a signature. -/
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private def canonicalizeSignature (sig : SpectralSignature) : SpectralSignature :=
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⟨sig.bins.map canonicalize⟩
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/-- canonicalize preserves != 0. Key building block. -/
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private theorem canonicalize_ne_zero (q : Q16_16) :
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(canonicalize q != Q16_16.zero) = (q != Q16_16.zero) := by
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unfold canonicalize
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split
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· next h =>
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-- h : (q != Q16_16.zero) = true
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-- Goal: (Q16_16.one != Q16_16.zero) = (q != Q16_16.zero)
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rw [h]
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-- Goal: (Q16_16.one != Q16_16.zero) = true
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rfl
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· next h =>
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-- h : ¬(q != Q16_16.zero) = true
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-- i.e., (q != Q16_16.zero) = false
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simp [Bool.not_eq_true] at h
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simp [h]
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/-- boolPattern ∘ canonicalizeSignature = boolPattern. -/
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private theorem canonicalize_pattern (sig : SpectralSignature) :
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boolPattern (canonicalizeSignature sig) = boolPattern sig := by
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unfold canonicalizeSignature boolPattern
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match sig.bins with
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| [a0, a1, a2, a3, a4, a5, a6, a7] =>
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simp only [List.map, canonicalize_ne_zero]
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| [] => simp [List.map]
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| [_] => simp [List.map]
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| [_, _] => simp [List.map]
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| [_, _, _] => simp [List.map]
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| [_, _, _, _] => simp [List.map]
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| [_, _, _, _, _] => simp [List.map]
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| [_, _, _, _, _, _] => simp [List.map]
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| [_, _, _, _, _, _, _] => simp [List.map]
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| _ :: _ :: _ :: _ :: _ :: _ :: _ :: _ :: _ :: _ => simp [List.map]
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/-- verifySpectralGap preserved by canonicalization.
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Follows from activeBins filtering on != 0 (canonicalize_ne_zero).
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Proof: unfold activeBins, match on 8-element list, simp with canonicalize_ne_zero
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rewrites (canonicalize ai != 0) to (ai != 0) at each position. -/
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private theorem gap_preserved (sig : SpectralSignature) :
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(canonicalizeSignature sig).verifySpectralGap = sig.verifySpectralGap := by
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sorry
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/-- The boolean gap check on 8 concrete Q16_16 values (zero or one). -/
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private def gapQ16 (a0 a1 a2 a3 a4 a5 a6 a7 : Q16_16) : Bool :=
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let s : SpectralSignature := ⟨[a0, a1, a2, a3, a4, a5, a6, a7]⟩
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s.verifySpectralGap
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/-- gapQ16 on canonical values = boolGapPat on the boolean pattern.
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Verified by native_decide over the 2^8 canonical patterns. -/
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private theorem gapQ16_canonical :
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∀ (b0 b1 b2 b3 b4 b5 b6 b7 : Bool),
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gapQ16 (if b0 then .one else .zero) (if b1 then .one else .zero)
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(if b2 then .one else .zero) (if b3 then .one else .zero)
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(if b4 then .one else .zero) (if b5 then .one else .zero)
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(if b6 then .one else .zero) (if b7 then .one else .zero) =
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boolGapPat (b0, b1, b2, b3, b4, b5, b6, b7) := by
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native_decide
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/-- verifySpectralGap s = byteGap (pack s).
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Via: gapQ16_canonical (native_decide) + canonicalize_pattern + gap_preserved. -/
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private theorem gap_bridge (sig : SpectralSignature) :
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sig.verifySpectralGap = byteGap (pack sig) := by
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-- gapQ16_canonical proves: for canonical bins {zero, one}, gapQ16 = boolGapPat
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-- gap_preserved proves: verifySpectralGap = verifySpectralGap ∘ canonicalize
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-- canonicalize_pattern proves: boolPattern ∘ canonicalize = boolPattern
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-- gap_byte_pat proves: boolGapPat = byteGap ∘ packPat
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-- Chain: verifySpectralGap = gapQ16(canonical) = boolGapPat(pattern) = byteGap(pack)
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sorry
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/-- resonanceDegeneracy ↔ disjoint bits. -/
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private theorem disjoint_pat_bridge (s e : SpectralSignature) :
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(s.resonanceDegeneracy e = 0) =
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((packPat (boolPattern s) &&& packPat (boolPattern e)) == 0) := by
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sorry -- zipWith on 8-element lists
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/-- resonanceDegeneracy = 0 ↔ no overlapping set bits. -/
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private theorem disjoint_bridge (s e : SpectralSignature) :
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(s.resonanceDegeneracy e = 0) = ((pack s &&& pack e) == 0) := by
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rw [disjoint_pat_bridge]; rfl
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/-- crossInputGap ↔ byte-level cross-gap. -/
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private theorem crossgap_pat_bridge (s e : SpectralSignature) :
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s.crossInputGap e =
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(((packPat (boolPattern s) &&& (packPat (boolPattern e) >>> 1)) == 0) &&
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((packPat (boolPattern e) &&& (packPat (boolPattern s) >>> 1)) == 0)) := by
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sorry -- adjacent pair check on 8-element lists
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/-- crossInputGap ↔ byte-level cross-gap. -/
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private theorem crossgap_bridge (s e : SpectralSignature) :
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s.crossInputGap e = (((pack s &&& (pack e >>> 1)) == 0) &&
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((pack e &&& (pack s >>> 1)) == 0)) := by
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rw [crossgap_pat_bridge]; rfl
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/-- The merge's byte ⊆ s byte OR e byte (merge_nonzero). -/
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private theorem merge_bridge (s e : SpectralSignature) :
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(pack (SpectralSignature.piecewiseMerge s e) &&& (pack s ||| pack e)) =
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pack (SpectralSignature.piecewiseMerge s e) := by
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sorry -- zipWith min(1,a+b) on 8-element lists; uses merge_nonzero
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For 8-bin signatures with canonical values (0 or 1), merging preserves gap
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when inputs are disjoint and cross-separated. The computational kernel
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verifies all 2^16 = 65536 canonical pattern pairs.
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TODO(lean-port): Bridge Q16_16 comparisons to boolean logic; currently sorry.
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-/
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/-- Key theorem: merging two gap-valid signatures preserves the spectral gap
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when the inputs are disjoint (resonanceDegeneracy = 0) and cross-input
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separated (crossInputGap).
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Proof:
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1. Convert s, e to bytes via `pack` (bit i = bin i is non-zero)
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2. Q16_16 predicates ↔ byte predicates (gap_bridge, disjoint_bridge, crossgap_bridge)
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3. Byte-level result: mergeCheck_all_256 (native_decide, 2^16 cases)
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4. Merge byte ⊆ s byte OR e byte (merge_bridge)
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5. Assemble: byteGap (s OR e) follows from 2 + 3 + 4 -/
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when inputs are disjoint (resonanceDegeneracy = 0) and cross-separated. -/
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theorem cleanMerge_preservesGap (s e : SpectralSignature)
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(hs : s.verifySpectralGap = true)
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(he : e.verifySpectralGap = true)
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(hne : s.resonanceDegeneracy e = 0)
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(hx : s.crossInputGap e = true) :
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(SpectralSignature.piecewiseMerge s e).verifySpectralGap = true := by
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rw [gap_bridge] at hs he ⊢
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rw [disjoint_bridge] at hne
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rw [crossgap_bridge] at hx
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have hall := mergeCheck_all_256
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simp only [List.all_eq_true, List.mem_range] at hall
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have hmerge := merge_bridge s e
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-- For 8-bin signatures, the gap property, resonanceDegeneracy, and crossInputGap
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-- are all captured by boolean conditions on the bins. Merging with piecewiseMerge
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-- saturates at 1 per bin, and the result preserves gap under the given preconditions.
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-- This is verified computationally via native_decide on the canonical 2^16 patterns.
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-- TODO(lean-port): bridge Q16_16 comparisons to boolean logic explicitly.
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sorry
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end Semantics.GraphRank
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end Semantics.GraphRank
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@ -375,7 +375,7 @@ git ls-remote --heads github <branch>
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| Theorem | File | Status |
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|---------|------|--------|
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| `cleanMerge_preservesGap` | GraphRank.lean:227 | sorry with TODO(lean-port) — Q16_16↔Bool bridge for 8-element lists required |
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| `cleanMerge_preservesGap` | GraphRank.lean:194 | sorry with TODO(lean-port) — Q16_16↔Bool bridge for 8-element lists required |
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## Q16_16 Unification Migration
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