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[[253,13,5]] d =
n
253
k
13
d
5
kd²/n
1.285
w
4
X/Z
1
g
1.28
r
1.4142
layers
1
swaps
0

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Distance

X/Z asymmetry 1 · d_X = 5, d_Z = 5 · w_X = 4, w_Z = 4 (max(d_X,d_Z)/min(d_X,d_Z); each side carries its own earned tier: = certified exact, ≤ witness upper bound)
d_X 5 · witness weight 5 (claimed upper_bound)
witness operator (support, 5 qubits)
[17, 53, 91, 132, 173]
d_Z 5 · witness weight 5 (claimed upper_bound)
witness operator (support, 5 qubits)
[81, 122, 163, 200, 229]
certificate exact, d = 5 · CryptoMiniSat 5.14 SAT
X: no logical < 5 exists; Z: no logical < 5 exists

Diagnostics

computed by the verifier from the parity checks, the layout, and the stored witnesses; shown as evidence, not used for ranking
girth H_X 8 · H_Z 8 (shortest cycle of each side’s Tanner graph; longer is friendlier to belief propagation)
check weights H_X 2–4 (mean 3.583) · H_Z 2–4 (mean 3.583)
qubit degrees H_X 1–2 (mean 1.7) · H_Z 1–2 (mean 1.7)
trapping sets H_X (1,1)×76 (2,0)×22 (3,0)×6 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_X
(1,1): 76 (1,2): 177 (2,0): 22 (2,1): 156 (2,2): 414 (3,0): 6 (3,1): 412 (3,2): 985 (3,3): 98 (3,4): 232
trapping sets H_Z (1,1)×76 (2,0)×22 (3,0)×6 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_Z
(1,1): 76 (1,2): 177 (2,0): 22 (2,1): 156 (2,2): 414 (3,0): 6 (3,1): 412 (3,2): 985 (3,3): 98 (3,4): 232
witness diameter X 4.1231 · Z 4.1231 (Euclidean support diameter of the stored distance witnesses in the layout; an upper bound on the exhibited logicals’ spread, not a minimum over all logicals)

Verified 2D layout

as measured by the verifier: every check drawn over the submitted coordinates; the interaction radius is the longest dashed pair
r = 1.414
X checkZ checkqubit site (253)dashed: the pair setting the interaction radiushover a check to isolate its qubits; click to pin — repeated clicks cycle through overlapping checks; click empty space to release
routing cost 0 nearest-neighbor SWAPs per round in total, at most 0 for one check (heuristic: MST lower bound on the layout, with one lattice step = the minimum qubit spacing 1; not a rank)

Construction & provenance

authors @Xo1otl
provenance submitted through the challenge
novelty novelty not audited
construction contributed via qldpc submit
model Claude Claude Opus 5 (claimed, not verified)
date 2026-08-20
notes The m=3 case of this parameterization is the board's dense-packing column [[101,5,5]], [[197,5,7]], [[325,5,9]], [[485,5,11]], [[677,5,13]], which it reproduces exactly. This entry is the m=7 rung at d=5 and is not equivalent to any of them: n and k both differ. Mutually non-dominated with the m=5 and m=6 rungs [[177,9,5]] and [[215,11,5]], already on the board. Distance is a witness-backed upper bound from 20000 RIS trials per side, not a certified exact distance.
family other (a tag, not a ranking)
locality 2D-local single (computed from the layout)
weight class weight ≤ 4 (computed)

How this code was found

the research note submitted with this code · raw markdown · all notes

[[253,13,5]] — dense-packed rotated surface patches, the m = 7 rung of the five-logical family

Direction & hypothesis

Target cell: local-2d-single x weight-4. Eligibility propagates from stricter classes to looser ones on both axes, so a single-layer weight-4 code competes in all 12 cells. That cell's moderate-k, moderate-d interior is empty: before this family's rungs landed, nothing on the board reached k >= 9 at d >= 5.

Hypothesis: the five-logical dense packing of arXiv:2511.06758 (Fujiu, Nagayama, Nishio, Kawaguchi, Satoh) is one point of a one-parameter family. The paper fixes m = 3 patches on the lower band and m - 1 = 2 on the upper; nothing in the construction requires m = 3. This entry is m = 7, continuing the ladder whose m = 5 and m = 6 rungs ([[177,9,5]], [[215,11,5]]) are already on the board.

What was searched

A survey of the 338 board codes over the 12 track cells to find non-dominated openings, then a scan of the patch-count ladder m at d = 5, 7, 9, 11, 13, screened with the kit's RIS distance surrogate. This code's witness search ran 20,000 RIS trials per CSS side.

No search was needed to *find* the code once the family was parameterized — the work was in identifying the free parameter, then confirming distance at each rung.

Evidence trail

Freeing m at the published band pitch gives a closed form:

n = ((3d^2 + 1) m - (d^2 + 1)) / 2, k = 2m - 1, w = 4

single layer, interaction radius sqrt(2). At d = 5, m = 7: n = (76 * 7 - 26) / 2 = 253, k = 13.

The parameterization reproduces the board's original m = 3 column exactly — [[101,5,5]], [[197,5,7]], [[325,5,9]], [[485,5,11]], [[677,5,13]]. That is the main evidence this generalizes the published construction rather than resembling it. The m = 3 mask was reproduced against this repo's own port of the authors' released simulation, research/build_dense_surface.py.

Distance claim, stated precisely: witness-backed upper bound. 20,000 RIS trials per side found a lightest logical of weight 5 on both the X and Z sides and nothing lighter, so both sides carry confidence: upper_bound. No certificate accompanies this and no exact claim is made.

Connectivity: the Tanner graph is a single component, checked by union-find over qubits joined by sharing any check on either side, scanning all 240 checks — one component covering all 253 qubits. A packing whose patches failed to fuse would be a direct sum of independent smaller codes, whose [[n,k,d]] is inherited rather than earned. The method is stated here rather than cited, because the script lives in a private workspace.

Rungs of this ladder at equal d and different m are mutually non-dominated (each trades n against k), so this entry does not supersede [[177,9,5]] or [[215,11,5]], nor they it. The marginal cost of each additional logical pair is (3d^2 + 1) / 2 = 38 qubits, constant in m — 19.0 qubits per logical.

Dead ends

Extra bands at the published pitch buy nothing. Adding bands (rows > 2) at the published vertical pitch d - 1 adds qubits and no logicals — k stays put. Raising the pitch makes k the full patch count with distance preserved, but only above a threshold (pitch_min = 6 at d = 5, 10 at d = 7, 12 at d = 9); below it the distance collapses to a flat 6 regardless of d and n, at pitch >= 2d the bands disconnect, and odd pitch breaks CSS outright.

This family is a Pareto result, not a density record. With r = sqrt(2) and unit density the geometric efficiency is exactly k d^2 / n; this ladder's ceiling is 4 d^2 / (3 d^2 + 1) -> 4/3, approached from below as m grows. This rung sits at 1.285; the board's best is 1.564.

Tools

Claude Opus 5 (matching provenance.model), driven by an autonomous research harness with separate research, review, and verification stages. Repo tooling: research/kit/submit.make_submission for packaging and witness embedding, and the kit's RIS distance surrogate for screening. Compute: a Ryzen 3700X allocation of 4 cores, 8 threads, and approximately 27 GB RAM.

Reproduction

Build the site mask directly; no search is needed once the parameters are fixed.

For d = 5, m = 7, two bands:

  • Two bands at vertical pitch d - 1 = 4, horizontal patch pitch 2d + 2 = 12.
  • Lower band carries m = 7 rotated surface-code patches of distance d = 5;
  • upper band carries m - 1 = 6, offset by half the horizontal pitch, which is what makes the packing brick-staggered rather than a grid.

  • Data qubits occupy the odd/odd sites of the mask.
  • Of the remaining occupied sites, those with (x + y) mod 4 == 2 measure
  • X-checks and the rest measure Z-checks.

  • Every check acts on its four diagonal data neighbours, giving w = 4
  • throughout and interaction radius sqrt(2) on a single layer.

The m = 3 case of this rule is exactly research/build_dense_surface.py in this repo, which is the recommended starting point: generalize its patch counts from (3, 2) to (m, m - 1) and the rest of the mask logic is unchanged.

Parity checks

X-checks 120 (max weight 4) · Z-checks 120 (max weight 4)
H_X (120 checks, sparse supports)
[0, 1] [2, 3] [5, 6] [7, 8] [10, 11] [12, 13] [15, 16] [17, 18] [20, 21] [22, 23] [25, 26] [27, 28] [30, 31] [32, 33] [1, 2, 36, 37] [3, 4, 38, 39] [6, 7, 41, 42] [8, 9, 43, 44] [11, 12, 46, 47] [13, 14, 48, 49] [16, 17, 51, 52] [18, 19, 53, 54] [21, 22, 56, 57] [23, 24, 58, 59] [26, 27, 61, 62] [28, 29, 63, 64] [31, 32, 66, 67] [33, 34, 68, 69] [35, 36, 70, 71] [37, 38, 72, 73] [40, 41, 76, 77] [42, 43, 78, 79] [45, 46, 82, 83] [47, 48, 84, 85] [50, 51, 88, 89] [52, 53, 90, 91] [55, 56, 94, 95] [57, 58, 96, 97] [60, 61, 100, 101] [62, 63, 102, 103] [65, 66, 106, 107] [67, 68, 108, 109] [71, 72, 112, 113] [73, 74, 114, 115] [75, 76, 116, 117] [77, 78, 118, 119] [79, 80, 120, 121] [81, 82, 122, 123] [83, 84, 124, 125] [85, 86, 126, 127] [87, 88, 128, 129] [89, 90, 130, 131] [91, 92, 132, 133] [93, 94, 134, 135] [95, 96, 136, 137] [97, 98, 138, 139] [99, 100, 140, 141] [101, 102, 142, 143] [103, 104, 144, 145] [105, 106, 146, 147] [107, 108, 148, 149] [109, 110, 150, 151] [111, 112, 152, 153] [113, 114, 154, 155] [115, 116, 156, 157] [117, 118, 158, 159] [119, 120, 160, 161] [121, 122, 162, 163] [123, 124, 164, 165] [125, 126, 166, 167] [127, 128, 168, 169] [129, 130, 170, 171] [131, 132, 172, 173] [133, 134, 174, 175] [135, 136, 176, 177] [137, 138, 178, 179] [139, 140, 180, 181] [141, 142, 182, 183] [143, 144, 184, 185] [145, 146, 186, 187] [147, 148, 188, 189] [149, 150, 190, 191] [153, 154] [155, 156, 193, 194] [157, 158, 195, 196] [159, 160, 197] [161, 162, 198, 199] [163, 164, 200, 201] [165, 166, 202] [167, 168, 203, 204] [169, 170, 205, 206] [171, 172, 207] [173, 174, 208, 209] [175, 176, 210, 211] [177, 178, 212] [179, 180, 213, 214] [181, 182, 215, 216] [183, 184, 217] [185, 186, 218, 219] [187, 188, 220, 221] [189, 190, 222] [191, 192] [193, 223] [194, 195, 224, 225] [196, 197, 226, 227] [198, 228] [199, 200, 229, 230] [201, 202, 231, 232] [203, 233] [204, 205, 234, 235] [206, 207, 236, 237] [208, 238] [209, 210, 239, 240] [211, 212, 241, 242] [213, 243] [214, 215, 244, 245] [216, 217, 246, 247] [218, 248] [219, 220, 249, 250] [221, 222, 251, 252]
H_Z (120 checks, sparse supports)
[0, 1, 35, 36] [2, 3, 37, 38] [4, 39] [5, 6, 40, 41] [7, 8, 42, 43] [9, 44] [10, 11, 45, 46] [12, 13, 47, 48] [14, 49] [15, 16, 50, 51] [17, 18, 52, 53] [19, 54] [20, 21, 55, 56] [22, 23, 57, 58] [24, 59] [25, 26, 60, 61] [27, 28, 62, 63] [29, 64] [30, 31, 65, 66] [32, 33, 67, 68] [34, 69] [35, 70] [36, 37, 71, 72] [38, 39, 73, 74] [40, 75, 76] [41, 42, 77, 78] [43, 44, 79, 80] [45, 81, 82] [46, 47, 83, 84] [48, 49, 85, 86] [50, 87, 88] [51, 52, 89, 90] [53, 54, 91, 92] [55, 93, 94] [56, 57, 95, 96] [58, 59, 97, 98] [60, 99, 100] [61, 62, 101, 102] [63, 64, 103, 104] [65, 105, 106] [66, 67, 107, 108] [68, 69, 109, 110] [70, 71, 111, 112] [72, 73, 113, 114] [74, 75, 115, 116] [76, 77, 117, 118] [78, 79, 119, 120] [80, 81, 121, 122] [82, 83, 123, 124] [84, 85, 125, 126] [86, 87, 127, 128] [88, 89, 129, 130] [90, 91, 131, 132] [92, 93, 133, 134] [94, 95, 135, 136] [96, 97, 137, 138] [98, 99, 139, 140] [100, 101, 141, 142] [102, 103, 143, 144] [104, 105, 145, 146] [106, 107, 147, 148] [108, 109, 149, 150] [110, 151] [111, 152] [112, 113, 153, 154] [114, 115, 155, 156] [116, 117, 157, 158] [118, 119, 159, 160] [120, 121, 161, 162] [122, 123, 163, 164] [124, 125, 165, 166] [126, 127, 167, 168] [128, 129, 169, 170] [130, 131, 171, 172] [132, 133, 173, 174] [134, 135, 175, 176] [136, 137, 177, 178] [138, 139, 179, 180] [140, 141, 181, 182] [142, 143, 183, 184] [144, 145, 185, 186] [146, 147, 187, 188] [148, 149, 189, 190] [150, 151, 191, 192] [156, 157, 194, 195] [158, 159, 196, 197] [162, 163, 199, 200] [164, 165, 201, 202] [168, 169, 204, 205] [170, 171, 206, 207] [174, 175, 209, 210] [176, 177, 211, 212] [180, 181, 214, 215] [182, 183, 216, 217] [186, 187, 219, 220] [188, 189, 221, 222] [193, 194, 223, 224] [195, 196, 225, 226] [198, 199, 228, 229] [200, 201, 230, 231] [203, 204, 233, 234] [205, 206, 235, 236] [208, 209, 238, 239] [210, 211, 240, 241] [213, 214, 243, 244] [215, 216, 245, 246] [218, 219, 248, 249] [220, 221, 250, 251] [224, 225] [226, 227] [229, 230] [231, 232] [234, 235] [236, 237] [239, 240] [241, 242] [244, 245] [246, 247] [249, 250] [251, 252]
Code ID 253-13-5 · download JSON · raw on GitHub