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[[96,6,13]] d ≤
n
96
k
6
d
13
kd²/n
10.562
w
8
X/Z
1

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Distance

X/Z asymmetry 1 · d_X ≤ 13, d_Z ≤ 13 · w_X = 8, w_Z = 8 (max(d_X,d_Z)/min(d_X,d_Z); each side carries its own earned tier: = certified exact, ≤ witness upper bound)
d_X 13 · witness weight 13 (claimed upper_bound)
witness operator (support, 13 qubits)
[12, 18, 23, 32, 33, 36, 47, 49, 52, 59, 66, 67, 77]
d_Z 13 · witness weight 13 (claimed upper_bound)
witness operator (support, 13 qubits)
[6, 9, 11, 25, 28, 32, 37, 38, 42, 43, 55, 58, 73]
certificate none yet · distance stands as a self-certified upper bound (d ≤)

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 6 · H_Z 6 (shortest cycle of each side’s Tanner graph; longer is friendlier to belief propagation)
check weights H_X 8 · H_Z 8
qubit degrees H_X 4 · H_Z 4
trapping sets H_X (1,4)×96 (2,6)×1344 (3,6)×2016 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_X
(1,4): 96 (2,6): 1344 (3,6): 2016 (3,8): 22176 (3,10): 2688
trapping sets H_Z (1,4)×96 (2,6)×1344 (3,6)×2016 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_Z
(1,4): 96 (2,6): 1344 (3,6): 2016 (3,8): 22176 (3,10): 2688

Circuit tier

syndrome-extraction memory circuits committed under circuits/96-6-13/ · canonical noise recipe, 13 rounds, stim 1.16.0
d_circ ≤ 13 (min over bases; penalty-only, clamped to ≤ d)
d_circ^X 13 · fault-set witness of 13 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 13)
[70039, 70046, 70065, 70084, 70183, 70220, 70224, 70233, 70236, 70267, 70281, 70291, 70342]
d_circ^Z 13 · fault-set witness of 13 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 13)
[70256, 70259, 70264, 70265, 70278, 70279, 70282, 70283, 70286, 70289, 70304, 70309, 70333]
no measured logical error rate yet; d_circ is a floor, and the measured tier records the prefactor it cannot see

Construction & provenance

authors @FarLab
provenance submitted through the challenge
novelty novelty not audited
construction 2BGA (two-block group algebra) code on group ab(16,3) (|G|=48); H_X=[L(a)|R(b)], H_Z=[R(b)^T|L(a)^T] with a = [0, 6, 20, 23], b = [0, 4, 19, 27] as element indices of the Cayley table (identity = 0; table convention in the note)
model Claude Claude Fable 5.1 (claimed, not verified)
date 2026-10-17
family bivariate bicycle (a tag, not a ranking)
locality unrestricted (computed from the layout)
weight class weight ≤ 8 (computed)

How this code was found

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

[[96,6,13]] — 2BGA code on ab(16,3) (|G| = 48), a = [0, 6, 20, 23], b = [0, 4, 19, 27]

Direction & hypothesis

Track cell: unrestricted x weight-8 (max check weight 8). The board is dense below n = 110, so the target was a specific hole: a point with n' <= 96, k' >= 6, d' >= 13 at check weight <= 8 that no board entry occupies. This code gains on n against [[102,6,13]] (w=8, codes/102-6-13.json), [[104,6,13]] (w=8, codes/104-6-13.json), [[114,6,13]] (w=8, codes/114-6-13.json). The hypothesis behind the sweep was that the small-group two-block (2BGA) family, enumerated over the groups of order 8..55 the kit can build (abelian, metacyclic, dicyclic, generalized dihedral, a few semidirect and matrix groups), still holds non-dominated points that the board's generalized-bicycle and bivariate-bicycle entries missed, because the board's small-n entries come mostly from cyclic groups and tori, and because unequal support sizes (|a| != |b|) are rarely searched. Board-relative novelty is from verify/validate_candidate.py; literature novelty is unverified (Lin-Pryadko's 2BGA tables, arXiv:2306.16400, cover many small groups and this instance may be in them).

What was searched

H_X = [L(a) | R(b)], H_Z = [R(b)^T | L(a)^T] over F_2[G] with G = the abelian group Z_{16}} x Z_{{3} built as group_algebra.cyclic_product(16,3): elements are the tuples in itertools.product order, index = position in that order (identity = 0). a = [0, 6, 20, 23] and b = [0, 4, 19, 27] are lists of element indices (|a| = 4, |b| = 4, check weight 8).

Sweep (research/kit samplers and surrogate.distance_rand, backend gf2_fast, one thread per candidate, 60 processes):

  • 2bga: 9,400,000 candidates built, 2,932,218 with k >= 3 screened at 400 gf2_fast RIS trials, 3893 unique records non-dominated on the board at that reading; funnel 20000 trials: 3893 of 3893 still advancing, 200000 trials: 3893 of 3893 still advancing, 200000 trials: 42 of 42 still advancing, 2000000 trials: 42 of 42 still advancing.

Supports were drawn with the identity in both a and b (left/right translation of a or b is a qubit relabelling, so this loses nothing), distinct elements only, and every candidate was compared with the live board (every CSS entry with n <= 130, on n, k, d and max check weight) before any further trials were spent. The screening reading is an upper bound, so this funnel never discards a true advance.

Evidence trail

Packaging witnesses: surrogate.lightest_logical, 8,000 NumPy trials per side, seed 11 -> X-logical of weight 13, Z-logical of weight 13; d = min = 13.

Deep ladder (fresh seeds, surrogate.distance_rand_witness backend gf2_fast, 10 threads, pair depth 8):

| trials per seed | seed | side of lightest | lightest logical | time | |---|---|---|---|---| | 10,000,000 | fast seed 54830 | X | 13 | 38.4 s | | 10,000,000 | fast seed 62749 | X | 13 | 41.4 s | | 10,000,000 | fast seed 70668 | X | 13 | 41.5 s |

Ladder verdict: corroborated (min over rungs = 13, claimed 13).

Final claim: witness-backed upper bound d <= 13 (confidence: upper_bound), with d_X <= 13 and d_Z <= 13.

Dead ends

  • Of the stage-1 non-dominated records, most collapsed when the trial budget rose (see the funnel counts
  • above): a d read at 400 fast trials is routinely 1-3 too high at n ~ 60-110.

  • Abelian 2BGA (bivariate bicycle) supports at 3+3 on l*m in 32..55 reproduced board points but opened no new
  • weight-6 cell: the board's BB coverage there is effectively complete.

  • Weight-4 (2+2) supports on non-abelian groups never beat the toric-code line kd^2/n = 2.

Tools

Model: Claude Fable 5.1 (agent harness Claude Code), running the search on a Brev n2d-highcpu-64 box (gf2_fast via make fast, 10 threads for the ladder, single-thread worker processes for the screen). Kit modules: research/kit/group_algebra.py (build_2bga, cyclic_product, metacyclic, direct_product, sym, alt), research/kit/gf2poly.py, research/kit/products.py, research/kit/surrogate.py, research/kit/prescreen.py, research/kit/submit.py, research/kit/coordination.py (gate). Approximate compute: about 3 CPU-hours for the sweep and ladder of this family.

Reproduction

import sys; sys.path[:0] = ["research/kit", "verify"]
from group_algebra import build_2bga
from group_algebra import cyclic_product
mul, _ = cyclic_product(16,3)
HX, HZ = build_2bga(mul, [0, 6, 20, 23], [0, 4, 19, 27])   # n = 96, k = 6

Then make_submission(HX, HZ, ..., trials=8000, seed=11) from research/kit/submit.py reproduces the witnesses; the deep ladder used three fresh seeds at the trial counts in the table above.

Parity checks

X-checks 48 (max weight 8) · Z-checks 48 (max weight 8)
H_X (48 checks, sparse supports)
[0, 28, 31, 42, 48, 69, 80, 95] [1, 29, 32, 43, 49, 70, 78, 93] [2, 27, 30, 44, 50, 71, 79, 94] [3, 31, 34, 45, 50, 51, 72, 83] [4, 32, 35, 46, 48, 52, 73, 81] [5, 30, 33, 47, 49, 53, 74, 82] [0, 6, 34, 37, 53, 54, 75, 86] [1, 7, 35, 38, 51, 55, 76, 84] [2, 8, 33, 36, 52, 56, 77, 85] [3, 9, 37, 40, 56, 57, 78, 89] [4, 10, 38, 41, 54, 58, 79, 87] [5, 11, 36, 39, 55, 59, 80, 88] [6, 12, 40, 43, 59, 60, 81, 92] [7, 13, 41, 44, 57, 61, 82, 90] [8, 14, 39, 42, 58, 62, 83, 91] [9, 15, 43, 46, 62, 63, 84, 95] [10, 16, 44, 47, 60, 64, 85, 93] [11, 17, 42, 45, 61, 65, 86, 94] [1, 12, 18, 46, 50, 65, 66, 87] [2, 13, 19, 47, 48, 63, 67, 88] [0, 14, 20, 45, 49, 64, 68, 89] [1, 4, 15, 21, 53, 68, 69, 90] [2, 5, 16, 22, 51, 66, 70, 91] [0, 3, 17, 23, 52, 67, 71, 92] [4, 7, 18, 24, 56, 71, 72, 93] [5, 8, 19, 25, 54, 69, 73, 94] [3, 6, 20, 26, 55, 70, 74, 95] [7, 10, 21, 27, 48, 59, 74, 75] [8, 11, 22, 28, 49, 57, 72, 76] [6, 9, 23, 29, 50, 58, 73, 77] [10, 13, 24, 30, 51, 62, 77, 78] [11, 14, 25, 31, 52, 60, 75, 79] [9, 12, 26, 32, 53, 61, 76, 80] [13, 16, 27, 33, 54, 65, 80, 81] [14, 17, 28, 34, 55, 63, 78, 82] [12, 15, 29, 35, 56, 64, 79, 83] [16, 19, 30, 36, 57, 68, 83, 84] [17, 20, 31, 37, 58, 66, 81, 85] [15, 18, 32, 38, 59, 67, 82, 86] [19, 22, 33, 39, 60, 71, 86, 87] [20, 23, 34, 40, 61, 69, 84, 88] [18, 21, 35, 41, 62, 70, 85, 89] [22, 25, 36, 42, 63, 74, 89, 90] [23, 26, 37, 43, 64, 72, 87, 91] [21, 24, 38, 44, 65, 73, 88, 92] [25, 28, 39, 45, 66, 77, 92, 93] [26, 29, 40, 46, 67, 75, 90, 94] [24, 27, 41, 47, 68, 76, 91, 95]
H_Z (48 checks, sparse supports)
[0, 4, 19, 27, 48, 54, 68, 71] [1, 5, 20, 28, 49, 55, 66, 69] [2, 3, 18, 29, 50, 56, 67, 70] [3, 7, 22, 30, 51, 57, 71, 74] [4, 8, 23, 31, 52, 58, 69, 72] [5, 6, 21, 32, 53, 59, 70, 73] [6, 10, 25, 33, 54, 60, 74, 77] [7, 11, 26, 34, 55, 61, 72, 75] [8, 9, 24, 35, 56, 62, 73, 76] [9, 13, 28, 36, 57, 63, 77, 80] [10, 14, 29, 37, 58, 64, 75, 78] [11, 12, 27, 38, 59, 65, 76, 79] [12, 16, 31, 39, 60, 66, 80, 83] [13, 17, 32, 40, 61, 67, 78, 81] [14, 15, 30, 41, 62, 68, 79, 82] [15, 19, 34, 42, 63, 69, 83, 86] [16, 20, 35, 43, 64, 70, 81, 84] [17, 18, 33, 44, 65, 71, 82, 85] [18, 22, 37, 45, 66, 72, 86, 89] [19, 23, 38, 46, 67, 73, 84, 87] [20, 21, 36, 47, 68, 74, 85, 88] [0, 21, 25, 40, 69, 75, 89, 92] [1, 22, 26, 41, 70, 76, 87, 90] [2, 23, 24, 39, 71, 77, 88, 91] [3, 24, 28, 43, 72, 78, 92, 95] [4, 25, 29, 44, 73, 79, 90, 93] [5, 26, 27, 42, 74, 80, 91, 94] [6, 27, 31, 46, 50, 75, 81, 95] [7, 28, 32, 47, 48, 76, 82, 93] [8, 29, 30, 45, 49, 77, 83, 94] [1, 9, 30, 34, 50, 53, 78, 84] [2, 10, 31, 35, 48, 51, 79, 85] [0, 11, 32, 33, 49, 52, 80, 86] [4, 12, 33, 37, 53, 56, 81, 87] [5, 13, 34, 38, 51, 54, 82, 88] [3, 14, 35, 36, 52, 55, 83, 89] [7, 15, 36, 40, 56, 59, 84, 90] [8, 16, 37, 41, 54, 57, 85, 91] [6, 17, 38, 39, 55, 58, 86, 92] [10, 18, 39, 43, 59, 62, 87, 93] [11, 19, 40, 44, 57, 60, 88, 94] [9, 20, 41, 42, 58, 61, 89, 95] [13, 21, 42, 46, 48, 62, 65, 90] [14, 22, 43, 47, 49, 60, 63, 91] [12, 23, 44, 45, 50, 61, 64, 92] [1, 16, 24, 45, 51, 65, 68, 93] [2, 17, 25, 46, 52, 63, 66, 94] [0, 15, 26, 47, 53, 64, 67, 95]
Code ID 96-6-13 · download JSON · raw on GitHub