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[[96,10,12]] d ≤
n
96
k
10
d
12
kd²/n
15.0
w
8
X/Z
1

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Distance

X/Z asymmetry 1 · d_X ≤ 12, d_Z ≤ 12 · 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 12 · witness weight 12 (claimed upper_bound)
witness operator (support, 12 qubits)
[12, 21, 24, 30, 42, 45, 54, 66, 72, 87, 90, 93]
d_Z 12 · witness weight 12 (claimed upper_bound)
witness operator (support, 12 qubits)
[8, 20, 29, 32, 35, 38, 50, 53, 77, 80, 86, 92]
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 4 · H_Z 4 (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 (2,4)×48 (3,6)×3072 (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 (2,4): 48 (2,6): 1248 (3,6): 3072 (3,8): 19680 (3,10): 2112
trapping sets H_Z (1,4)×96 (2,4)×48 (3,6)×3072 (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 (2,4): 48 (2,6): 1248 (3,6): 3072 (3,8): 19680 (3,10): 2112

Circuit tier

syndrome-extraction memory circuits committed under circuits/96-10-12-b/ · canonical noise recipe, 12 rounds, stim 1.16.0
d_circ ≤ 8 (min over bases; penalty-only, clamped to ≤ d)
d_circ^X 12 · fault-set witness of 12 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 12)
[64407, 64410, 64444, 64445, 64528, 64530, 64563, 64571, 64579, 64588, 64609, 64653]
d_circ^Z 8 · fault-set witness of 8 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 8)
[1550, 1595, 1873, 1885, 2613, 2683, 2695, 3268]
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(4,4,3) (|G|=48); H_X=[L(a)|R(b)], H_Z=[R(b)^T|L(a)^T] with a = [0, 5, 33, 38], b = [0, 14, 32, 39] as element indices of the Cayley table (identity = 0; table convention in the note)
model Claude Claude Opus 5.5 (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

[[96,10,12]] — 2BGA code on ab(4,4,3) (|G| = 48), a = [0, 5, 33, 38], b = [0, 14, 32, 39]

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' >= 10, d' >= 12 at check weight <= 8 that no board entry occupies. This code gains on k, n, w against [[104,8,12]] (w=8, codes/104-8-12.json), [[108,10,12]] (w=8, codes/108-10-12.json), [[108,8,12]] (w=26, codes/108-8-12.json), [[96,8,12]] (w=8, codes/96-8-12.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). Slug note: the board already holds codes/96-10-12.json, a different code with the same [[96,10,12]] but max check weight different (a stabilizer stabilizer code); this one has max check weight 8, so it is filed as 96-10-12-b.

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_{4}} x Z_{{4}} x Z_{{3} built as group_algebra.cyclic_product(4,4,3): elements are the tuples in itertools.product order, index = position in that order (identity = 0). a = [0, 5, 33, 38] and b = [0, 14, 32, 39] 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):

  • deficit-filtered exhaustive 2BGA, groups of order 24..55, support sizes 4+4, 3+4: 1,494,247 a-supports and 2,404,660 b-supports enumerated (identity in each), of which 912,629 / 1,689,992 have rank deficit N - rank L(x) >= 4 (needed for k >= 8); 27,029,048 pairs formed (sampled past 200,000 per group and size), 8,791,157 with k >= 8, each read at 40 gf2_fast RIS trials against the board's best d at that (n, k, weight); 2,943 survivors re-read at 400 trials, 88 unique non-dominated records; funnel 20000 trials: 21 of 21 still advancing, 200000 trials: 21 of 21 still advancing, 2000000 trials: 21 of 21 still advancing. This reading is a snapshot after 181 of 352 (group, support-size) tasks, largest groups first.

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 12, Z-logical of weight 12; d = min = 12.

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

| trials per seed | seed | side of lightest | lightest logical | time | |---|---|---|---|---| | 10,000,000 | fast seed 57793 | X | 12 | 51.1 s | | 10,000,000 | fast seed 65712 | X | 12 | 49.9 s | | 10,000,000 | fast seed 73631 | X | 12 | 49.3 s |

Ladder verdict: corroborated (min over rungs = 12, claimed 12).

Final claim: witness-backed upper bound d <= 12 (confidence: upper_bound), with d_X <= 12 and d_Z <= 12.

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 Opus 5.5 (agent harness Claude Code), running the search on a Brev n2d-highcpu-64 box (gf2_fast via make fast, 8 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(4,4,3)
HX, HZ = build_2bga(mul, [0, 5, 33, 38], [0, 14, 32, 39])   # n = 96, k = 10

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