{
  "created_at": "2026-09-27T08:32:04.912873+00:00",
  "extension_sha256": "fc6c59fda292055539a8c66bd2eb297bc700d0de7d6bffb37fcb26ca512a82d6",
  "limitations": "Small real fixtures on a shared host; wall-clock figures are not controlled performance comparisons.",
  "records": {
    "hodge": {
      "suite": "hodge_polyglot_parity_gate",
      "n": 6,
      "calls": 3,
      "seed": 2026,
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "invalid_backend_count": 0,
      "parity_passed_count": 5,
      "python_reference_present": 1,
      "all_available_passed": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "reference_gradient_sha256": "83a055a86c86cf52f49f8727fa1705211cccd5450996ebcae98d82ef827820ee",
      "reference_curl_sha256": "0e08b0b0c6a362ef4cc3727cde7d8eed0572053049fe4061bd692716ae08c598",
      "reference_harmonic_sha256": "ba7eccb7d1cb37d85441127df2afb3894471af1fdb39b1fca05f7986439912d3",
      "reference_bundle_sha256": "a95969911ebd3d5048022e5aded5836583d02607a7439de02a6bc6eef7063c4b",
      "reconstruction_max_abs_error": 2.7755575615628914e-17,
      "antisymmetry_max_abs_error": 0.0,
      "orthogonality_max_abs_error": 2.471180093367269e-17,
      "curl_divergence_max_abs_error": 4.163336342344337e-17,
      "harmonic_divergence_max_abs_error": 1.491862189340054e-16,
      "phase_shift_max_abs_error": 1.0408340855860843e-16,
      "scale_covariance_max_abs_error": 1.1102230246251565e-16,
      "cycle_curl_max_abs_error": 0.0,
      "cycle_harmonic_max_abs": 0.506148883169124,
      "cycle_betti_one": 1,
      "backend_records_json": "[{\"backend\": \"rust\", \"bundle_sha256\": \"9bf6e20f7000a5958df0d5be00a3e5a6439b75d7487295c544f85e715647e00f\", \"curl_abs_error\": 1.3877787807814457e-16, \"curl_sha256\": \"4d2a4f886bf8e10037f0211452152faf73882716be185a4df4ff55846f12fd61\", \"gradient_abs_error\": 1.1102230246251565e-16, \"gradient_sha256\": \"1ec7a85b40e2ac1bae41dc6d6264d74b4b81c6a21ba13758fc8970688aa4befa\", \"harmonic_abs_error\": 1.6653345369377348e-16, \"harmonic_sha256\": \"6d327452db418c1526804df44987fe87a047fbd15b9ddfc87909e44f08f5c814\", \"max_abs_error\": 1.6653345369377348e-16, \"ms_per_call\": 0.0927529763430357, \"parity_passed\": true, \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"bundle_sha256\": \"f5817cd2556a3973275597812022934cfe9e1d327d10a2a9171492d1db67a070\", \"curl_abs_error\": 1.1102230246251565e-16, \"curl_sha256\": \"ceb4ede81a13b99d3da3d941498807bb6d1fa68a0700f2871dcfb4793d86b627\", \"gradient_abs_error\": 4.163336342344337e-17, \"gradient_sha256\": \"1f0136d575a9daae6b1039b0521d96d4c121f7137b11391b6bf498057fc5ad8e\", \"harmonic_abs_error\": 1.0408340855860843e-16, \"harmonic_sha256\": \"d5e9d8e1ca49ec39a29da8690269e1e6beacf8a7a4ae55c62d171d0b0f2ee7a7\", \"max_abs_error\": 1.1102230246251565e-16, \"ms_per_call\": 297.2876753580446, \"parity_passed\": true, \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-08, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"bundle_sha256\": \"2f5da945840426c3671e8be051ee5554a7fd0fc50380f97a4157fbb17a26b5cf\", \"curl_abs_error\": 1.1102230246251565e-16, \"curl_sha256\": \"75abda331c235de4bf242c97bee50d2f904e2fa773d705ba0eec66c58b6f5322\", \"gradient_abs_error\": 1.1102230246251565e-16, \"gradient_sha256\": \"ea8bf501edec021cfa3a889c90844946272806ae7706458793a35ff233cf3552\", \"harmonic_abs_error\": 1.6653345369377348e-16, \"harmonic_sha256\": \"fb1678e24f7f807e919b7c6f95176ab1d94d7c0c68b957ed7fdcdb4b02cac51b\", \"max_abs_error\": 1.6653345369377348e-16, \"ms_per_call\": 4284.763437656996, \"parity_passed\": true, \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"bundle_sha256\": \"03d588f66c79ab4367f63ca1a000a4bbe6916f04645318424d2328224ed15239\", \"curl_abs_error\": 1.3877787807814457e-16, \"curl_sha256\": \"b1ab9bfef6a6f8a9cda0a1cba2015bdf11ec320bc0f0f33808b81e4b9054320b\", \"gradient_abs_error\": 7.632783294297951e-17, \"gradient_sha256\": \"fc29bfb78e994884a6166812c055513d0001d40bbaee845ef7f7c3c992a16817\", \"harmonic_abs_error\": 1.5265566588595902e-16, \"harmonic_sha256\": \"ce433e73dae6bc7a9ef21b76129316cb7321b7fb128f143c1f13db984947c8f6\", \"max_abs_error\": 1.5265566588595902e-16, \"ms_per_call\": 1.1768453211213152, \"parity_passed\": true, \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"bundle_sha256\": \"a95969911ebd3d5048022e5aded5836583d02607a7439de02a6bc6eef7063c4b\", \"curl_abs_error\": 0.0, \"curl_sha256\": \"0e08b0b0c6a362ef4cc3727cde7d8eed0572053049fe4061bd692716ae08c598\", \"gradient_abs_error\": 0.0, \"gradient_sha256\": \"83a055a86c86cf52f49f8727fa1705211cccd5450996ebcae98d82ef827820ee\", \"harmonic_abs_error\": 0.0, \"harmonic_sha256\": \"ba7eccb7d1cb37d85441127df2afb3894471af1fdb39b1fca05f7986439912d3\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.44869701378047466, \"parity_passed\": true, \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]",
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"harmonic_presence_floor\": 0.001, \"max_reference_contract_abs_error\": 1e-10, \"parity_tolerances\": {\"go\": 1e-10, \"julia\": 1e-10, \"mojo\": 1e-08, \"python\": 0.0, \"rust\": 1e-10}, \"production_timing_claim\": false, \"require_all_available_backends_pass\": true, \"require_antisymmetric_flow_components\": true, \"require_component_orthogonality\": true, \"require_cycle_betti_one\": true, \"require_divergence_free_curl_and_harmonic\": true, \"require_global_phase_shift_invariance\": true, \"require_no_invalid_backend_outputs\": true, \"require_nontrivial_cycle_harmonic\": true, \"require_python_reference_present\": true, \"require_reconstruction_contract\": true, \"require_scale_covariance\": true}",
      "benchmark_sha256": "96fb1aacae1bc875e7d1c1fadf0dc41915a763f31e9e29998febc46f69394074",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 13.764119895990007,
      "steps_per_second": 6.53873990346599
    },
    "spectral": {
      "suite": "spectral_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 6,
      "calls": 3,
      "seed": 2026,
      "reference_fiedler_value": 0.20797598608143752,
      "reference_spectral_gap": 0.47378650869307226,
      "reference_fiedler_vector_sha256": "72a93c7bb3fdd190a1b859da02d02a5f737279c645dab0c5747829d427efa966",
      "laplacian_row_sum_error": 1.1102230246251565e-16,
      "laplacian_symmetry_error": 0.0,
      "laplacian_psd_floor": -9.674992152897559e-18,
      "laplacian_zero_mode_abs": 9.674992152897559e-18,
      "fiedler_orthogonality_abs": 1.1102230246251565e-15,
      "laplacian_contracts_passed": 1,
      "uniform_path_fiedler_value": 0.2009618943233422,
      "uniform_path_analytic_fiedler_value": 0.20096189432334194,
      "uniform_path_abs_error": 2.498001805406602e-16,
      "complete_graph_fiedler_value": 2.9999999999999996,
      "complete_graph_analytic_fiedler_value": 3.0,
      "complete_graph_abs_error": 4.440892098500626e-16,
      "complete_graph_spectral_gap": 0.0,
      "benchmark_sha256": "3cb468bd470b7bcefd2c42f655923688eb6e01327b3347f73c5ad1f27316715f",
      "wall_time_s": 4.090220571029931,
      "steps_per_second": 1.222427962788565,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-08, \"max_native_abs_error\": 1e-08, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_complete_graph_exact_lambda2\": true, \"require_laplacian_psd_row_sum_contract\": true, \"require_python_reference\": true, \"require_uniform_path_exact_lambda2\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"fiedler_direction_abs_error\": 2.7755575615628914e-16, \"fiedler_value\": 0.20797598608143764, \"fiedler_value_abs_error\": 1.1102230246251565e-16, \"fiedler_value_sha256\": \"037836575c5bc28c2fa19410f6da76a07d2094052afe9e435c0ade134787ecdc\", \"fiedler_vector_sha256\": \"5f2d7b86fc7ea98d2799b20af223ceaac0780d2486af4c28fdc0f3d0a25cb2f0\", \"max_abs_error\": 3.3306690738754696e-16, \"ms_per_call\": 0.14667635938773552, \"parity_passed\": true, \"spectral_gap\": 0.47378650869307193, \"spectral_gap_abs_error\": 3.3306690738754696e-16, \"spectral_gap_sha256\": \"95908b933e056a7d00c33d11fefd873f78a02b6ea6e6c56ccca3860e6b3bee1b\", \"status\": \"available\", \"tolerance\": 1e-08, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"fiedler_direction_abs_error\": 0.0, \"fiedler_value\": 0.20797598608143752, \"fiedler_value_abs_error\": 0.0, \"fiedler_value_sha256\": \"8accc24a6d2a5dd7e04aebd69f518ada6997c665a14cb028d9be4f4ca6533f83\", \"fiedler_vector_sha256\": \"72a93c7bb3fdd190a1b859da02d02a5f737279c645dab0c5747829d427efa966\", \"max_abs_error\": 0.0, \"ms_per_call\": 172.99726066024354, \"parity_passed\": true, \"spectral_gap\": 0.47378650869307226, \"spectral_gap_abs_error\": 0.0, \"spectral_gap_sha256\": \"1f36eb70cc3ab0a7177b55eba2825d1ef7be5232a31c7db5ee895d34baaf4adc\", \"status\": \"available\", \"tolerance\": 1e-08, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"fiedler_direction_abs_error\": 1.2212453270876722e-15, \"fiedler_value\": 0.20797598608143783, \"fiedler_value_abs_error\": 3.0531133177191805e-16, \"fiedler_value_sha256\": \"78a803b30c4f6238f54771dcbc70209d2821f7ac74f7a29b421746de89d7917d\", \"fiedler_vector_sha256\": \"36b78629259e3d31bba9dadf35a7e2a59846fec5627955451effeb7ad7cd7ad4\", \"max_abs_error\": 1.2212453270876722e-15, \"ms_per_call\": 0.4806703266998132, \"parity_passed\": true, \"spectral_gap\": 0.47378650869307215, \"spectral_gap_abs_error\": 1.1102230246251565e-16, \"spectral_gap_sha256\": \"750f9b173e227acaef972f242d46ea34e38c4cdf9a062880e70858457cb30f59\", \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"fiedler_direction_abs_error\": 0.0, \"fiedler_value\": 0.20797598608143752, \"fiedler_value_abs_error\": 0.0, \"fiedler_value_sha256\": \"8accc24a6d2a5dd7e04aebd69f518ada6997c665a14cb028d9be4f4ca6533f83\", \"fiedler_vector_sha256\": \"72a93c7bb3fdd190a1b859da02d02a5f737279c645dab0c5747829d427efa966\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.6595973391085863, \"parity_passed\": true, \"spectral_gap\": 0.47378650869307226, \"spectral_gap_abs_error\": 0.0, \"spectral_gap_sha256\": \"1f36eb70cc3ab0a7177b55eba2825d1ef7be5232a31c7db5ee895d34baaf4adc\", \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"fiedler_direction_abs_error\": 0.0, \"fiedler_value\": 0.20797598608143752, \"fiedler_value_abs_error\": 0.0, \"fiedler_value_sha256\": \"8accc24a6d2a5dd7e04aebd69f518ada6997c665a14cb028d9be4f4ca6533f83\", \"fiedler_vector_sha256\": \"72a93c7bb3fdd190a1b859da02d02a5f737279c645dab0c5747829d427efa966\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.32238534186035395, \"parity_passed\": true, \"spectral_gap\": 0.47378650869307226, \"spectral_gap_abs_error\": 0.0, \"spectral_gap_sha256\": \"1f36eb70cc3ab0a7177b55eba2825d1ef7be5232a31c7db5ee895d34baaf4adc\", \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "spatial_modulator": {
      "suite": "spatial_modulator_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 6,
      "dim": 2,
      "calls": 3,
      "seed": 2026,
      "reference_matrix_sha256": "23aeda8e27e2292f77bd9d9a5dc897018a6837f2e065454f463f335bb169e27d",
      "manual_formula_abs_error": 5.551115123125783e-17,
      "translation_abs_error": 2.220446049250313e-16,
      "permutation_abs_error": 5.551115123125783e-17,
      "symmetry_abs_error": 0.0,
      "zero_diagonal_abs_error": 0.0,
      "nearer_pair_weight_exceeds_far_pair": 1,
      "benchmark_sha256": "6887854637eca324c57fefbbb834702cb045de1f1f5b15797bf46d7fc022990b",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 0.3957061350811273,
      "steps_per_second": 12.635639321020143,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"production_timing_claim\": false, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_inverse_plus_one_formula\": true, \"require_near_far_monotonicity\": true, \"require_permutation_equivariance\": true, \"require_python_reference\": true, \"require_translation_invariance\": true, \"require_zero_diagonal\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"matrix_sha256\": \"17fce8b14d045d9421944a8da3921ec295d80ac687282b554d11c5abaa44d80a\", \"max_abs_error\": 5.551115123125783e-17, \"ms_per_call\": 0.07251902328183253, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"matrix_sha256\": \"f1abe12dd2d341b0ae96409154de559b2d9fdbb4a959f5eee3672a1d6de767f5\", \"max_abs_error\": 5.551115123125783e-17, \"ms_per_call\": 32.75575201647977, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"matrix_sha256\": \"17fce8b14d045d9421944a8da3921ec295d80ac687282b554d11c5abaa44d80a\", \"max_abs_error\": 5.551115123125783e-17, \"ms_per_call\": 0.1610966476922234, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"matrix_sha256\": \"17fce8b14d045d9421944a8da3921ec295d80ac687282b554d11c5abaa44d80a\", \"max_abs_error\": 5.551115123125783e-17, \"ms_per_call\": 0.08455733768641949, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"matrix_sha256\": \"23aeda8e27e2292f77bd9d9a5dc897018a6837f2e065454f463f335bb169e27d\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.04872668068856001, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "dimension": {
      "suite": "dimension_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "T": 32,
      "d": 3,
      "n_k": 6,
      "calls": 3,
      "seed": 2026,
      "reference_ci_min": 0.0020161290322580645,
      "reference_ci_max": 0.9616935483870968,
      "reference_kaplan_yorke": 3.227272727272727,
      "reference_correlation_integral_sha256": "91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90",
      "reference_kaplan_yorke_sha256": "a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e",
      "benchmark_sha256": "9e49c0dd50cb2bd41ea4bb51c2fa91d16cd5301d9b3f64f905a332d51d13e25e",
      "wall_time_s": 2.036046836990863,
      "steps_per_second": 2.455739184953945,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_correlation_integral_monotonic\": true, \"require_exact_full_pairs_reference\": true, \"require_kaplan_yorke_bounds\": true, \"require_kaplan_yorke_contract\": true, \"require_python_reference\": true, \"require_unit_interval_correlation_integral\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"ci_max_abs_error\": 0.0, \"ci_monotonic\": true, \"ci_unit_interval\": true, \"correlation_integral_sha256\": \"91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90\", \"kaplan_yorke_sha256\": \"a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e\", \"ky_abs_error\": 0.0, \"ky_bounds_passed\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.8272693570082387, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"ci_max_abs_error\": 0.0, \"ci_monotonic\": true, \"ci_unit_interval\": true, \"correlation_integral_sha256\": \"91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90\", \"kaplan_yorke_sha256\": \"a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e\", \"ky_abs_error\": 0.0, \"ky_bounds_passed\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 110.6763183294485, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"ci_max_abs_error\": 0.0, \"ci_monotonic\": true, \"ci_unit_interval\": true, \"correlation_integral_sha256\": \"91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90\", \"kaplan_yorke_sha256\": \"a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e\", \"ky_abs_error\": 0.0, \"ky_bounds_passed\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.6146350254615148, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"ci_max_abs_error\": 0.0, \"ci_monotonic\": true, \"ci_unit_interval\": true, \"correlation_integral_sha256\": \"91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90\", \"kaplan_yorke_sha256\": \"a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e\", \"ky_abs_error\": 0.0, \"ky_bounds_passed\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 2.7078459970653057, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"ci_max_abs_error\": 0.0, \"ci_monotonic\": true, \"ci_unit_interval\": true, \"correlation_integral_sha256\": \"91cfe1746c58bb3de79071b5d16ba463d66b5b5e421fd7863e1ff672f6a03e90\", \"kaplan_yorke_sha256\": \"a696530a0ec275436522663ff01f8e1cd9d2c2f057a39843a419ce61d752856e\", \"ky_abs_error\": 0.0, \"ky_bounds_passed\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.09087768072883289, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "itpc": {
      "suite": "itpc_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n_trials": 8,
      "n_tp": 16,
      "calls": 3,
      "seed": 2026,
      "reference_itpc_min": 0.9417080028749855,
      "reference_itpc_max": 0.9571189780466518,
      "reference_itpc_mean": 0.9507260811273011,
      "reference_persistence": 0.9508080538042355,
      "reference_aligned_persistence": 1.0,
      "reference_out_of_bounds_persistence": 0.0,
      "reference_itpc_sha256": "8405a9d65ab2750b4443f1ab53fd85a98539b21b125c4549068f5248a2d9c8f5",
      "reference_aligned_itpc_sha256": "680c0564eefb650126525589c18d0b997b4d6d28408a7082cc5230ef30cf5f18",
      "reference_opposed_itpc_sha256": "40ea224ff6f1cd47b23f74bb54a9fa8b7d0a7542c92142750180e385e497e3f4",
      "reference_persistence_sha256": "70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3",
      "reference_aligned_persistence_sha256": "d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6",
      "reference_out_of_bounds_persistence_sha256": "8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7",
      "benchmark_sha256": "dd78f064bab8a169533ab9dc52de1304893bf4eff19d8086aed816690396dfce",
      "wall_time_s": 2.0942637709667906,
      "steps_per_second": 2.3874738556413133,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"require_aligned_trials_unit_coherence\": true, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_opposed_trials_zero_coherence\": true, \"require_out_of_bounds_pause_zero\": true, \"require_pause_persistence_contract\": true, \"require_python_reference\": true, \"require_unit_interval_itpc\": true}",
      "backend_records_json": "[{\"aligned_itpc_abs_error\": 1.1102230246251565e-16, \"aligned_itpc_sha256\": \"9f767abe1623284a6a7e9f5788519e65984710ac595c07cfdcb972baa84e64a0\", \"aligned_persistence_abs_error\": 0.0, \"aligned_persistence_sha256\": \"d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6\", \"backend\": \"rust\", \"itpc_abs_error\": 1.1102230246251565e-16, \"itpc_sha256\": \"f8f3fd4dc39cee467033d4e197350cc31594895618133c0da070f310c57c5008\", \"max_abs_error\": 1.1102230246251565e-16, \"ms_per_call\": 0.48039333584407967, \"opposed_itpc_abs_error\": 0.0, \"opposed_itpc_sha256\": \"40ea224ff6f1cd47b23f74bb54a9fa8b7d0a7542c92142750180e385e497e3f4\", \"out_of_bounds_persistence_abs_error\": 0.0, \"out_of_bounds_persistence_sha256\": \"8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7\", \"parity_passed\": true, \"persistence_abs_error\": 0.0, \"persistence_sha256\": \"70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"aligned_itpc_abs_error\": 1.1102230246251565e-16, \"aligned_itpc_sha256\": \"619d6043f64cafe910bbd55f097fbdd46e0d377dc155c54fc5da50d92cf8f41d\", \"aligned_persistence_abs_error\": 0.0, \"aligned_persistence_sha256\": \"d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6\", \"backend\": \"mojo\", \"itpc_abs_error\": 1.1102230246251565e-16, \"itpc_sha256\": \"1b785d5712bbaf9afdce6765aaf10e9173c6052a24cdb9792785287f54e607ec\", \"max_abs_error\": 1.1102230246251565e-16, \"ms_per_call\": 246.63640865279982, \"opposed_itpc_abs_error\": 0.0, \"opposed_itpc_sha256\": \"40ea224ff6f1cd47b23f74bb54a9fa8b7d0a7542c92142750180e385e497e3f4\", \"out_of_bounds_persistence_abs_error\": 0.0, \"out_of_bounds_persistence_sha256\": \"8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7\", \"parity_passed\": true, \"persistence_abs_error\": 0.0, \"persistence_sha256\": \"70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"aligned_itpc_abs_error\": 2.220446049250313e-16, \"aligned_itpc_sha256\": \"b630af864aaf5a2b34dee15099b9a84690eb4bb6127bce5e6b72eb1acc09b350\", \"aligned_persistence_abs_error\": 0.0, \"aligned_persistence_sha256\": \"d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6\", \"backend\": \"julia\", \"itpc_abs_error\": 1.1102230246251565e-16, \"itpc_sha256\": \"f8f3fd4dc39cee467033d4e197350cc31594895618133c0da070f310c57c5008\", \"max_abs_error\": 2.220446049250313e-16, \"ms_per_call\": 1.3659679874156911, \"opposed_itpc_abs_error\": 0.0, \"opposed_itpc_sha256\": \"40ea224ff6f1cd47b23f74bb54a9fa8b7d0a7542c92142750180e385e497e3f4\", \"out_of_bounds_persistence_abs_error\": 0.0, \"out_of_bounds_persistence_sha256\": \"8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7\", \"parity_passed\": true, \"persistence_abs_error\": 0.0, \"persistence_sha256\": \"70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"aligned_itpc_abs_error\": 2.220446049250313e-16, \"aligned_itpc_sha256\": \"ba2dead25d24eb5d5ce501e8f3c0a7c8999246e0cccbf6aa0f1221420c99d534\", \"aligned_persistence_abs_error\": 0.0, \"aligned_persistence_sha256\": \"d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6\", \"backend\": \"go\", \"itpc_abs_error\": 1.1102230246251565e-16, \"itpc_sha256\": \"3227b826a309eb04ceb1ea786084e2cbf4f6a5da590a4708e197bcde85650704\", \"max_abs_error\": 2.220446049250313e-16, \"ms_per_call\": 7.627601347242792, \"opposed_itpc_abs_error\": 8.628166150854817e-32, \"opposed_itpc_sha256\": \"3ed0af0b310665c45bb116b1aebf0525eb12e7ae6c447c888d0bf4a92879a1bc\", \"out_of_bounds_persistence_abs_error\": 0.0, \"out_of_bounds_persistence_sha256\": \"8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7\", \"parity_passed\": true, \"persistence_abs_error\": 0.0, \"persistence_sha256\": \"70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"aligned_itpc_abs_error\": 0.0, \"aligned_itpc_sha256\": \"680c0564eefb650126525589c18d0b997b4d6d28408a7082cc5230ef30cf5f18\", \"aligned_persistence_abs_error\": 0.0, \"aligned_persistence_sha256\": \"d0ff5974b6aa52cf562bea5921840c032a860a91a3512f7fe8f768f6bbe005f6\", \"backend\": \"python\", \"itpc_abs_error\": 0.0, \"itpc_sha256\": \"8405a9d65ab2750b4443f1ab53fd85a98539b21b125c4549068f5248a2d9c8f5\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.5007386983682712, \"opposed_itpc_abs_error\": 0.0, \"opposed_itpc_sha256\": \"40ea224ff6f1cd47b23f74bb54a9fa8b7d0a7542c92142750180e385e497e3f4\", \"out_of_bounds_persistence_abs_error\": 0.0, \"out_of_bounds_persistence_sha256\": \"8aed642bf5118b9d3c859bd4be35ecac75b6e873cce34e7b6f554b06f75550d7\", \"parity_passed\": true, \"persistence_abs_error\": 0.0, \"persistence_sha256\": \"70391313342c128466ec26969e5230cc55b79e1db75d2e5a16235a6ac1f469c3\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}]"
    },
    "pid": {
      "suite": "pid_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "n_steps": 64,
      "n_bins": 4,
      "calls": 3,
      "seed": 2026,
      "reference_covarying_redundancy": 0.3914374831120103,
      "reference_covarying_synergy": 0.30315464533741987,
      "reference_redundant_synergy": 0.0,
      "benchmark_sha256": "51590992b3e21d919f00e34b574e2141a6ad8b810f8b2e1c4658a2ce98b454e2",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 2.5390030960552394,
      "steps_per_second": 1.969276842461644,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"parity_tolerances\": {\"go\": 1e-10, \"julia\": 1e-10, \"mojo\": 1e-06, \"python\": 0.0, \"rust\": 1e-10}, \"production_timing_claim\": false, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_covarying_positive_synergy\": true, \"require_non_negative_components\": true, \"require_python_reference\": true, \"require_redundant_zero_synergy\": true, \"synergy_floor\": 0.01, \"zero_synergy_tolerance\": 1e-09}",
      "backend_records_json": "[{\"backend\": \"rust\", \"covarying_redundancy\": 0.3914374831120103, \"covarying_synergy\": 0.30315464533741987, \"max_abs_error\": 0.0, \"ms_per_call\": 1.4816730205590527, \"parity_passed\": true, \"redundancy_abs_error\": 0.0, \"reference_contracts_passed\": true, \"status\": \"available\", \"synergy_abs_error\": 0.0, \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"covarying_redundancy\": 0.39143748310607934, \"covarying_synergy\": 0.30315464553323507, \"max_abs_error\": 1.9581519739020337e-10, \"ms_per_call\": 503.9761566634601, \"parity_passed\": true, \"redundancy_abs_error\": 5.93097793100128e-12, \"reference_contracts_passed\": true, \"status\": \"available\", \"synergy_abs_error\": 1.9581519739020337e-10, \"tolerance\": 1e-06, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"covarying_redundancy\": 0.3914374831120103, \"covarying_synergy\": 0.30315464533741987, \"max_abs_error\": 0.0, \"ms_per_call\": 1.2176599896823366, \"parity_passed\": true, \"redundancy_abs_error\": 0.0, \"reference_contracts_passed\": true, \"status\": \"available\", \"synergy_abs_error\": 0.0, \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"covarying_redundancy\": 0.3914374831120103, \"covarying_synergy\": 0.30315464533741987, \"max_abs_error\": 0.0, \"ms_per_call\": 1.3286226506655414, \"parity_passed\": true, \"redundancy_abs_error\": 0.0, \"reference_contracts_passed\": true, \"status\": \"available\", \"synergy_abs_error\": 0.0, \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"covarying_redundancy\": 0.3914374831120103, \"covarying_synergy\": 0.30315464533741987, \"max_abs_error\": 0.0, \"ms_per_call\": 1.3614989972362916, \"parity_passed\": true, \"redundancy_abs_error\": 0.0, \"reference_contracts_passed\": true, \"status\": \"available\", \"synergy_abs_error\": 0.0, \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "poincare": {
      "suite": "poincare_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "n_steps": 64,
      "n_osc": 4,
      "calls": 3,
      "seed": 2026,
      "reference_section_count": 2,
      "reference_phase_count": 2,
      "section_plane_residual": 0.0,
      "phase_value_residual": 0.0,
      "reference_section_crossings_sha256": "372a895dfaeea6fab5b4084cd0542a097c961059e150bab7257e4c1c375102f5",
      "reference_phase_crossings_sha256": "847c4ad4ac63dd309cc3af860d519a3283a7c50da2b7ab9214da4b94d49f046f",
      "benchmark_sha256": "8fff2da072bff17116a626d9ea8452d94d3662b8713055d7a23219c5b79bcaa1",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 0.7244760548928753,
      "steps_per_second": 6.901539348652904,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_reference_contract_abs_error\": 1e-09, \"parity_tolerances\": {\"go\": 1e-10, \"julia\": 1e-10, \"mojo\": 1e-07, \"python\": 0.0, \"rust\": 1e-10}, \"production_timing_claim\": false, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_matching_crossing_counts\": true, \"require_nonzero_crossings\": true, \"require_phase_recovers_section\": true, \"require_python_reference\": true, \"require_section_on_plane\": true, \"require_strictly_increasing_times\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"count_match\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.1809259798998634, \"parity_passed\": true, \"phase_count\": 2, \"phase_crossings_abs_error\": 0.0, \"phase_crossings_sha256\": \"847c4ad4ac63dd309cc3af860d519a3283a7c50da2b7ab9214da4b94d49f046f\", \"phase_times_abs_error\": 0.0, \"phase_times_sha256\": \"9213e3c517d4d9e2fb3f9ecfb9fa25dafdc025b3cc1c082d04e1accbe53ac6ee\", \"reference_contracts_passed\": true, \"section_count\": 2, \"section_crossings_abs_error\": 0.0, \"section_crossings_sha256\": \"372a895dfaeea6fab5b4084cd0542a097c961059e150bab7257e4c1c375102f5\", \"section_times_abs_error\": 0.0, \"section_times_sha256\": \"092b4285d1aff03e09dabb9cbc2d0f211a9025839193a59a2c849e75238d3f53\", \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"count_match\": true, \"max_abs_error\": 8.881784197001252e-16, \"ms_per_call\": 51.111326358901955, \"parity_passed\": true, \"phase_count\": 2, \"phase_crossings_abs_error\": 8.881784197001252e-16, \"phase_crossings_sha256\": \"c3d7e91047ba5aef91ff79cbc479d1c0d2dfbe97bb4bdef8db707b71c1ac68b7\", \"phase_times_abs_error\": 0.0, \"phase_times_sha256\": \"9213e3c517d4d9e2fb3f9ecfb9fa25dafdc025b3cc1c082d04e1accbe53ac6ee\", \"reference_contracts_passed\": true, \"section_count\": 2, \"section_crossings_abs_error\": 2.296281777809735e-18, \"section_crossings_sha256\": \"1ddd7f27620c83a1147529b6a6404297c987e838fb78afdbc9b7b3881af5a937\", \"section_times_abs_error\": 0.0, \"section_times_sha256\": \"092b4285d1aff03e09dabb9cbc2d0f211a9025839193a59a2c849e75238d3f53\", \"status\": \"available\", \"tolerance\": 1e-07, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"count_match\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 1.0268456535413861, \"parity_passed\": true, \"phase_count\": 2, \"phase_crossings_abs_error\": 0.0, \"phase_crossings_sha256\": \"847c4ad4ac63dd309cc3af860d519a3283a7c50da2b7ab9214da4b94d49f046f\", \"phase_times_abs_error\": 0.0, \"phase_times_sha256\": \"9213e3c517d4d9e2fb3f9ecfb9fa25dafdc025b3cc1c082d04e1accbe53ac6ee\", \"reference_contracts_passed\": true, \"section_count\": 2, \"section_crossings_abs_error\": 0.0, \"section_crossings_sha256\": \"372a895dfaeea6fab5b4084cd0542a097c961059e150bab7257e4c1c375102f5\", \"section_times_abs_error\": 0.0, \"section_times_sha256\": \"092b4285d1aff03e09dabb9cbc2d0f211a9025839193a59a2c849e75238d3f53\", \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"count_match\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.7215210158998767, \"parity_passed\": true, \"phase_count\": 2, \"phase_crossings_abs_error\": 0.0, \"phase_crossings_sha256\": \"847c4ad4ac63dd309cc3af860d519a3283a7c50da2b7ab9214da4b94d49f046f\", \"phase_times_abs_error\": 0.0, \"phase_times_sha256\": \"9213e3c517d4d9e2fb3f9ecfb9fa25dafdc025b3cc1c082d04e1accbe53ac6ee\", \"reference_contracts_passed\": true, \"section_count\": 2, \"section_crossings_abs_error\": 0.0, \"section_crossings_sha256\": \"372a895dfaeea6fab5b4084cd0542a097c961059e150bab7257e4c1c375102f5\", \"section_times_abs_error\": 0.0, \"section_times_sha256\": \"092b4285d1aff03e09dabb9cbc2d0f211a9025839193a59a2c849e75238d3f53\", \"status\": \"available\", \"tolerance\": 1e-10, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"count_match\": true, \"max_abs_error\": 0.0, \"ms_per_call\": 0.6751273370658358, \"parity_passed\": true, \"phase_count\": 2, \"phase_crossings_abs_error\": 0.0, \"phase_crossings_sha256\": \"847c4ad4ac63dd309cc3af860d519a3283a7c50da2b7ab9214da4b94d49f046f\", \"phase_times_abs_error\": 0.0, \"phase_times_sha256\": \"9213e3c517d4d9e2fb3f9ecfb9fa25dafdc025b3cc1c082d04e1accbe53ac6ee\", \"reference_contracts_passed\": true, \"section_count\": 2, \"section_crossings_abs_error\": 0.0, \"section_crossings_sha256\": \"372a895dfaeea6fab5b4084cd0542a097c961059e150bab7257e4c1c375102f5\", \"section_times_abs_error\": 0.0, \"section_times_sha256\": \"092b4285d1aff03e09dabb9cbc2d0f211a9025839193a59a2c849e75238d3f53\", \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "recurrence": {
      "suite": "recurrence_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "T": 16,
      "d": 3,
      "epsilon": 0.8,
      "calls": 3,
      "seed": 2026,
      "reference_recurrence_rate": 0.0,
      "reference_determinism": 0.0,
      "reference_laminarity": 0.0,
      "reference_recurrence_sha256": "4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e",
      "reference_cross_recurrence_sha256": "4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef",
      "reference_self_cross_sha256": "d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d",
      "benchmark_sha256": "e5f5b17d59b100494836b89be2c4266faa7d86db9715b6933de85bc3d8161ffd",
      "wall_time_s": 1.9207217650255188,
      "steps_per_second": 2.603188078067918,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"metrics\": [\"euclidean\", \"angular\"], \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_cross_recurrence_contract\": true, \"require_exact_threshold_reference\": true, \"require_python_reference\": true, \"require_rqa_unit_interval_contract\": true, \"require_self_cross_equals_recurrence\": true, \"require_symmetric_true_diagonal_recurrence\": true, \"tolerance\": 0}",
      "backend_records_json": "[{\"backend\": \"rust\", \"cross_recurrence_sha256\": \"4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef\", \"max_abs_error\": 0, \"mismatch_count\": 0, \"ms_per_call\": 1.5450293431058526, \"parity_passed\": true, \"recurrence_invariants_passed\": true, \"recurrence_sha256\": \"4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e\", \"self_cross_equals_recurrence\": true, \"self_cross_mismatch_count\": 0, \"self_cross_sha256\": \"d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d\", \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"cross_recurrence_sha256\": \"4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef\", \"max_abs_error\": 0, \"mismatch_count\": 0, \"ms_per_call\": 189.3798060094317, \"parity_passed\": true, \"recurrence_invariants_passed\": true, \"recurrence_sha256\": \"4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e\", \"self_cross_equals_recurrence\": true, \"self_cross_mismatch_count\": 0, \"self_cross_sha256\": \"d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d\", \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"cross_recurrence_sha256\": \"4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef\", \"max_abs_error\": 0, \"mismatch_count\": 0, \"ms_per_call\": 1.1263466828192275, \"parity_passed\": true, \"recurrence_invariants_passed\": true, \"recurrence_sha256\": \"4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e\", \"self_cross_equals_recurrence\": true, \"self_cross_mismatch_count\": 0, \"self_cross_sha256\": \"d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d\", \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"cross_recurrence_sha256\": \"4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef\", \"max_abs_error\": 0, \"mismatch_count\": 0, \"ms_per_call\": 5.41129766497761, \"parity_passed\": true, \"recurrence_invariants_passed\": true, \"recurrence_sha256\": \"4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e\", \"self_cross_equals_recurrence\": true, \"self_cross_mismatch_count\": 0, \"self_cross_sha256\": \"d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d\", \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"cross_recurrence_sha256\": \"4d5a33cd7c5a2dd4422affb099bdc4cf9639f4635bf2a78eb0a2955befcc80ef\", \"max_abs_error\": 0, \"mismatch_count\": 0, \"ms_per_call\": 0.1414433354511857, \"parity_passed\": true, \"recurrence_invariants_passed\": true, \"recurrence_sha256\": \"4c544a4e6a4adf6d06642e323c6024a7b6028763fe4e4ca4fabd5842bc72775e\", \"self_cross_equals_recurrence\": true, \"self_cross_mismatch_count\": 0, \"self_cross_sha256\": \"d3cdf61e954bb924ad3aad9cd9478a36c0b7fc63f42427184026cab37983386d\", \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\"}]"
    },
    "winding": {
      "suite": "winding_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "T": 32,
      "N": 4,
      "calls": 3,
      "seed": 2026,
      "reference_min_winding": -1,
      "reference_max_winding": 0,
      "reference_winding_sha256": "73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50",
      "benchmark_sha256": "51cf73f1181265a56ab8907626edf80b6c9d6002860bf796f88084fdfed25469",
      "wall_time_s": 1.7280074988957494,
      "steps_per_second": 2.893505961747941,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_exact_integer_winding\": true, \"require_exact_wrapped_increment_reference\": true, \"require_python_reference\": true, \"tolerance\": 0}",
      "backend_records_json": "[{\"backend\": \"rust\", \"exact_match\": true, \"max_abs_error\": 0, \"ms_per_call\": 0.048712012358009815, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\", \"winding_sha256\": \"73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50\"}, {\"backend\": \"mojo\", \"exact_match\": true, \"max_abs_error\": 0, \"ms_per_call\": 26.574071341504652, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\", \"winding_sha256\": \"73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50\"}, {\"backend\": \"julia\", \"exact_match\": true, \"max_abs_error\": 0, \"ms_per_call\": 0.2613542989517252, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\", \"winding_sha256\": \"73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50\"}, {\"backend\": \"go\", \"exact_match\": true, \"max_abs_error\": 0, \"ms_per_call\": 0.22011199810852608, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\", \"winding_sha256\": \"73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50\"}, {\"backend\": \"python\", \"exact_match\": true, \"max_abs_error\": 0, \"ms_per_call\": 0.009852306296428045, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0, \"unavailable_reason\": \"\", \"winding_sha256\": \"73a815ee65e4ce2574588678e24eb3929759e50c0994c019817118f61b825b50\"}]"
    },
    "twin_confidence": {
      "suite": "twin_confidence_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "parity_pass_count": 5,
      "n": 16,
      "w": 8,
      "n_bins": 8,
      "calls": 3,
      "reference_pair_sha256": "f9f349108719d33d5e54f494e89ad7c31b08345f43c28e7f6c1a592c1dc8ca35",
      "acceptance_passed": 1,
      "backend_records_json": "[{\"backend\": \"rust\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.15171566822876534, \"pair_sha256\": \"f9f349108719d33d5e54f494e89ad7c31b08345f43c28e7f6c1a592c1dc8ca35\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"max_abs_error\": 6.415182447760959e-11, \"ms_per_call\": 26.770452968776226, \"pair_sha256\": \"f207b542e67b3f7e734dd1da7ea92996ee63feae239e04acaab78f70429ffe8e\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-08, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.3877273217464487, \"pair_sha256\": \"f9f349108719d33d5e54f494e89ad7c31b08345f43c28e7f6c1a592c1dc8ca35\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"max_abs_error\": 3.469446951953614e-18, \"ms_per_call\": 0.33101400670905906, \"pair_sha256\": \"4e75a6834be15c57532ab2cc3fcdf7b7c9b0d5fbe05e12fd6c98e1052f7f041b\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.12718866734455028, \"pair_sha256\": \"f9f349108719d33d5e54f494e89ad7c31b08345f43c28e7f6c1a592c1dc8ca35\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "npe": {
      "suite": "npe_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 8,
      "calls": 3,
      "seed": 2026,
      "max_radius": 3.141592653589793,
      "reference_npe": 0.8559404072118165,
      "reference_distance_sha256": "9dfad2a24769b293d0ad4d03b03a214135f20cb66116c500cef41b21c4cb1e05",
      "reference_npe_sha256": "7bf3cc5227f86ce6ee535f003048be689cbd2e2d90d73e767a6cdee9d08c0d4f",
      "benchmark_sha256": "3b2699ac47f4b51e44f435cdb6b56b9a6d9a364e08a70da31ed6c396b11269fb",
      "wall_time_s": 1.154315353021957,
      "steps_per_second": 4.331571946011266,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_distance_matrix_contract\": true, \"require_python_reference\": true, \"require_unit_interval_npe\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"distance_matrix_sha256\": \"42e3214837e92ae3f9e0bdfc5e602d1e2c7165256bf1fd530c02c4f7496cc944\", \"max_abs_error\": 4.440892098500626e-16, \"max_distance_abs_error\": 4.440892098500626e-16, \"ms_per_call\": 0.25778100825846195, \"npe_abs_error\": 0.0, \"npe_sha256\": \"7bf3cc5227f86ce6ee535f003048be689cbd2e2d90d73e767a6cdee9d08c0d4f\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"distance_matrix_sha256\": \"42e3214837e92ae3f9e0bdfc5e602d1e2c7165256bf1fd530c02c4f7496cc944\", \"max_abs_error\": 3.931677206026052e-11, \"max_distance_abs_error\": 4.440892098500626e-16, \"ms_per_call\": 73.72791032927732, \"npe_abs_error\": 3.931677206026052e-11, \"npe_sha256\": \"23bd3639211719ab847412471b66d074666b2b0b14e8825afb710368f453aecb\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"distance_matrix_sha256\": \"f3a08a677faceb722e60a6a59ade414410d3ddacd248163307894f06573234ab\", \"max_abs_error\": 4.440892098500626e-16, \"max_distance_abs_error\": 4.440892098500626e-16, \"ms_per_call\": 0.7257193404560288, \"npe_abs_error\": 0.0, \"npe_sha256\": \"7bf3cc5227f86ce6ee535f003048be689cbd2e2d90d73e767a6cdee9d08c0d4f\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"distance_matrix_sha256\": \"279331fc95449226c3130625d6eb36a4f1c89923a13b629f503eaa86833ae35c\", \"max_abs_error\": 4.440892098500626e-16, \"max_distance_abs_error\": 4.440892098500626e-16, \"ms_per_call\": 0.38641830906271935, \"npe_abs_error\": 0.0, \"npe_sha256\": \"7bf3cc5227f86ce6ee535f003048be689cbd2e2d90d73e767a6cdee9d08c0d4f\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"distance_matrix_sha256\": \"9dfad2a24769b293d0ad4d03b03a214135f20cb66116c500cef41b21c4cb1e05\", \"max_abs_error\": 0.0, \"max_distance_abs_error\": 0.0, \"ms_per_call\": 0.08692165526250999, \"npe_abs_error\": 0.0, \"npe_sha256\": \"7bf3cc5227f86ce6ee535f003048be689cbd2e2d90d73e767a6cdee9d08c0d4f\", \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "order_params": {
      "suite": "order_parameter_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 8,
      "calls": 3,
      "seed": 2026,
      "reference_r": 0.19454523983021582,
      "reference_psi": 2.2388315407587784,
      "reference_plv": 0.9967088797481702,
      "reference_layer_coherence": 0.3439907791880605,
      "reference_order_parameter_sha256": "f55877980f3d0ab38f469f8b5254ac9f5f2326d9128721d82f8df1d67dc03d0e",
      "reference_plv_sha256": "e91c5043b2701cda6bcdbf0a7bf4db6e605f8d2d2775033f2f7614bf0666e384",
      "reference_layer_coherence_sha256": "857a86e2005459ebd01dcc8cd59a4348fcbdbdf9c7481135ff7ecb2c56de26bc",
      "benchmark_sha256": "2e60a99f23599b949e51ce4e3f3dca0c43e005b93935cd7c15dded8d5a1a8b5b",
      "wall_time_s": 0.34325436502695084,
      "steps_per_second": 14.566457150828722,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_layer_coherence_contract\": true, \"require_plv_contract\": true, \"require_python_reference\": true, \"require_unit_interval_outputs\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"layer_abs_error\": 0.0, \"layer_coherence_sha256\": \"857a86e2005459ebd01dcc8cd59a4348fcbdbdf9c7481135ff7ecb2c56de26bc\", \"max_abs_error\": 8.326672684688674e-17, \"ms_per_call\": 0.07199468867232402, \"order_parameter_sha256\": \"b0f3de3c187e9d9ccfed60e6a94f48f5a2ebbe16707ab844dadad7e789a3bc5d\", \"parity_passed\": true, \"plv_abs_error\": 0.0, \"plv_sha256\": \"e91c5043b2701cda6bcdbf0a7bf4db6e605f8d2d2775033f2f7614bf0666e384\", \"psi_abs_error\": 0.0, \"r_abs_error\": 8.326672684688674e-17, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"layer_abs_error\": 0.0, \"layer_coherence_sha256\": \"857a86e2005459ebd01dcc8cd59a4348fcbdbdf9c7481135ff7ecb2c56de26bc\", \"max_abs_error\": 5.551115123125783e-17, \"ms_per_call\": 67.31164269149303, \"order_parameter_sha256\": \"db32bc6ce71dc74cf68b78d83a03ce9e215d57f8fa291bd944e1b87db0b60df5\", \"parity_passed\": true, \"plv_abs_error\": 0.0, \"plv_sha256\": \"e91c5043b2701cda6bcdbf0a7bf4db6e605f8d2d2775033f2f7614bf0666e384\", \"psi_abs_error\": 0.0, \"r_abs_error\": 5.551115123125783e-17, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"layer_abs_error\": 0.0, \"layer_coherence_sha256\": \"857a86e2005459ebd01dcc8cd59a4348fcbdbdf9c7481135ff7ecb2c56de26bc\", \"max_abs_error\": 8.326672684688674e-17, \"ms_per_call\": 0.4788970109075308, \"order_parameter_sha256\": \"b0f3de3c187e9d9ccfed60e6a94f48f5a2ebbe16707ab844dadad7e789a3bc5d\", \"parity_passed\": true, \"plv_abs_error\": 0.0, \"plv_sha256\": \"e91c5043b2701cda6bcdbf0a7bf4db6e605f8d2d2775033f2f7614bf0666e384\", \"psi_abs_error\": 0.0, \"r_abs_error\": 8.326672684688674e-17, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"layer_abs_error\": 1.1102230246251565e-16, \"layer_coherence_sha256\": \"9581e2fc15a171e9344d8b9a1348fc01defd99fdafe8f8e7b3c4ebcb93a9b2c7\", \"max_abs_error\": 1.1102230246251565e-16, \"ms_per_call\": 0.3209450126936038, \"order_parameter_sha256\": \"b0f3de3c187e9d9ccfed60e6a94f48f5a2ebbe16707ab844dadad7e789a3bc5d\", \"parity_passed\": true, \"plv_abs_error\": 1.1102230246251565e-16, \"plv_sha256\": \"6641f842b7ff31b95119bb5da31d1398d2d3f4a9d38336767e84d1b7c2ecaa08\", \"psi_abs_error\": 0.0, \"r_abs_error\": 8.326672684688674e-17, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"layer_abs_error\": 0.0, \"layer_coherence_sha256\": \"857a86e2005459ebd01dcc8cd59a4348fcbdbdf9c7481135ff7ecb2c56de26bc\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.16875064466148615, \"order_parameter_sha256\": \"f55877980f3d0ab38f469f8b5254ac9f5f2326d9128721d82f8df1d67dc03d0e\", \"parity_passed\": true, \"plv_abs_error\": 0.0, \"plv_sha256\": \"e91c5043b2701cda6bcdbf0a7bf4db6e605f8d2d2775033f2f7614bf0666e384\", \"psi_abs_error\": 0.0, \"r_abs_error\": 0.0, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "embedding": {
      "suite": "embedding_polyglot_parity_gate",
      "n": 64,
      "calls": 3,
      "seed": 2026,
      "delay": 3,
      "dimension": 4,
      "lag": 5,
      "n_bins": 24,
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "invalid_backend_count": 0,
      "delay_parity_passed_count": 5,
      "mi_parity_passed_count": 5,
      "nn_parity_passed_count": 5,
      "python_reference_present": 1,
      "all_available_passed": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "reference_delay_sha256": "0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2",
      "reference_mi": 2.2295661650432255,
      "reference_nn_distance_sha256": "b39a364ec0af045f07a3603a6d9b37fd4b2ed7ff02d54557cb74a9cab1e9dc75",
      "reference_nn_index_sha256": "edbc84660c26f86b7180609b1b863861716d91cfc62426b74973dec4777d0368",
      "exact_indexing_max_abs_error": 0.0,
      "time_shift_row_max_abs_error": 0.0,
      "nearest_neighbor_line_distance_error": 0.0,
      "nearest_neighbor_line_index_contract": 1,
      "constant_signal_mi_abs_error": 0.0,
      "zero_lag_mi_exceeds_distant_lag": 1,
      "backend_records_json": "[{\"backend\": \"rust\", \"contracts_passed\": true, \"delay_max_abs_error\": 0.0, \"delay_parity_passed\": true, \"delay_sha256\": \"0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2\", \"mi_abs_error\": null, \"mi_parity_passed\": true, \"mi_sha256\": null, \"mi_supported\": false, \"ms_per_call\": 0.012999361691375574, \"nn_distance_max_abs_error\": null, \"nn_distance_sha256\": null, \"nn_index_exact\": false, \"nn_index_sha256\": null, \"nn_parity_passed\": true, \"nn_supported\": false, \"public_dispatch_parity_passed\": true, \"status\": \"available\", \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"contracts_passed\": true, \"delay_max_abs_error\": 0.0, \"delay_parity_passed\": true, \"delay_sha256\": \"0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2\", \"mi_abs_error\": 8.136957774240727e-11, \"mi_parity_passed\": true, \"mi_sha256\": \"fc087ba9fca8243f813c05bfb5344dd14c9ea103469a3830f8f722c7aa04d338\", \"mi_supported\": true, \"ms_per_call\": 243.41094198947152, \"nn_distance_max_abs_error\": 5.551115123125783e-17, \"nn_distance_sha256\": \"94aef28fc8c4295b9be4df4279beec729ed27f655e4aafa41c8e390a21458530\", \"nn_index_exact\": true, \"nn_index_sha256\": \"edbc84660c26f86b7180609b1b863861716d91cfc62426b74973dec4777d0368\", \"nn_parity_passed\": true, \"nn_supported\": true, \"public_dispatch_parity_passed\": true, \"status\": \"available\", \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"contracts_passed\": true, \"delay_max_abs_error\": 0.0, \"delay_parity_passed\": true, \"delay_sha256\": \"0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2\", \"mi_abs_error\": 0.0, \"mi_parity_passed\": true, \"mi_sha256\": \"9910360de24bfcc4531dc19e4de54f7bccb1b73b5fb143d3dcb154b854eff578\", \"mi_supported\": true, \"ms_per_call\": 556.2279673370844, \"nn_distance_max_abs_error\": 0.0, \"nn_distance_sha256\": \"b39a364ec0af045f07a3603a6d9b37fd4b2ed7ff02d54557cb74a9cab1e9dc75\", \"nn_index_exact\": true, \"nn_index_sha256\": \"edbc84660c26f86b7180609b1b863861716d91cfc62426b74973dec4777d0368\", \"nn_parity_passed\": true, \"nn_supported\": true, \"public_dispatch_parity_passed\": true, \"status\": \"available\", \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"contracts_passed\": true, \"delay_max_abs_error\": 0.0, \"delay_parity_passed\": true, \"delay_sha256\": \"0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2\", \"mi_abs_error\": 0.0, \"mi_parity_passed\": true, \"mi_sha256\": \"9910360de24bfcc4531dc19e4de54f7bccb1b73b5fb143d3dcb154b854eff578\", \"mi_supported\": true, \"ms_per_call\": 4.187002661637962, \"nn_distance_max_abs_error\": 0.0, \"nn_distance_sha256\": \"b39a364ec0af045f07a3603a6d9b37fd4b2ed7ff02d54557cb74a9cab1e9dc75\", \"nn_index_exact\": true, \"nn_index_sha256\": \"edbc84660c26f86b7180609b1b863861716d91cfc62426b74973dec4777d0368\", \"nn_parity_passed\": true, \"nn_supported\": true, \"public_dispatch_parity_passed\": true, \"status\": \"available\", \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"contracts_passed\": true, \"delay_max_abs_error\": 0.0, \"delay_parity_passed\": true, \"delay_sha256\": \"0092259fc3d7e87766050ea769199fba0e4c383aab2ad17057c6cd92c6fd85d2\", \"mi_abs_error\": 0.0, \"mi_parity_passed\": true, \"mi_sha256\": \"9910360de24bfcc4531dc19e4de54f7bccb1b73b5fb143d3dcb154b854eff578\", \"mi_supported\": true, \"ms_per_call\": 0.7758446736261249, \"nn_distance_max_abs_error\": 0.0, \"nn_distance_sha256\": \"b39a364ec0af045f07a3603a6d9b37fd4b2ed7ff02d54557cb74a9cab1e9dc75\", \"nn_index_exact\": true, \"nn_index_sha256\": \"edbc84660c26f86b7180609b1b863861716d91cfc62426b74973dec4777d0368\", \"nn_parity_passed\": true, \"nn_supported\": true, \"public_dispatch_parity_passed\": true, \"status\": \"available\", \"unavailable_reason\": \"\"}]",
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"delay_tolerance\": 0.0, \"max_reference_contract_abs_error\": 1e-12, \"mi_tolerance\": 1e-08, \"nn_tolerance\": 1e-09, \"production_timing_claim\": false, \"require_all_available_backends_pass\": true, \"require_constant_signal_zero_mutual_information\": true, \"require_exact_delay_indexing\": true, \"require_nearest_neighbor_self_exclusion\": true, \"require_non_negative_mutual_information\": true, \"require_public_dispatch_parity\": true, \"require_python_reference_present\": true, \"require_time_shift_row_consistency\": true, \"require_zero_lag_mi_exceeds_distant_lag\": true}",
      "benchmark_sha256": "7e9bfe52d6a86a19097f73bbc1981a5c852e8a87723d0632b699729b2707ae8b",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 2.842331995954737,
      "steps_per_second": 337.75083324759066
    },
    "entropy_prod": {
      "suite": "entropy_production_polyglot_parity_gate",
      "n": 6,
      "calls": 3,
      "seed": 2026,
      "alpha": 0.5,
      "dt": 0.01,
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "invalid_backend_count": 0,
      "parity_pass_count": 5,
      "python_reference_present": 1,
      "all_available_passed": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "reference_rate": 0.0006604456201990128,
      "reference_rate_sha256": "c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6",
      "finite_reference_outputs": 1,
      "manual_formula_abs_error": 0.0,
      "fixed_point_abs_error": 0.0,
      "zero_dt_abs_error": 0.0,
      "dt_scaling_abs_error": 0.0,
      "phase_shift_abs_error": 4.336808689942018e-19,
      "permutation_abs_error": 1.0842021724855044e-19,
      "alpha_quadratic_abs_error": 0.0,
      "minimum_observed_rate": 0.0,
      "backend_records_json": "[{\"backend\": \"rust\", \"contracts_passed\": true, \"ms_per_call\": 0.008215662091970444, \"non_negative_rate\": true, \"parity_passed\": true, \"public_dispatch_parity_passed\": true, \"public_rate_abs_error\": 0.0, \"rate\": 0.0006604456201990128, \"rate_abs_error\": 0.0, \"rate_sha256\": \"c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"contracts_passed\": true, \"ms_per_call\": 28.143443011989195, \"non_negative_rate\": true, \"parity_passed\": true, \"public_dispatch_parity_passed\": true, \"public_rate_abs_error\": 0.0, \"rate\": 0.0006604456201990128, \"rate_abs_error\": 0.0, \"rate_sha256\": \"c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6\", \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"contracts_passed\": true, \"ms_per_call\": 66.00948500757416, \"non_negative_rate\": true, \"parity_passed\": true, \"public_dispatch_parity_passed\": true, \"public_rate_abs_error\": 0.0, \"rate\": 0.0006604456201990128, \"rate_abs_error\": 0.0, \"rate_sha256\": \"c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"contracts_passed\": true, \"ms_per_call\": 2.6849203277379274, \"non_negative_rate\": true, \"parity_passed\": true, \"public_dispatch_parity_passed\": true, \"public_rate_abs_error\": 0.0, \"rate\": 0.0006604456201990128, \"rate_abs_error\": 0.0, \"rate_sha256\": \"c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"contracts_passed\": true, \"ms_per_call\": 0.2737656856576602, \"non_negative_rate\": true, \"parity_passed\": true, \"public_dispatch_parity_passed\": true, \"public_rate_abs_error\": 0.0, \"rate\": 0.0006604456201990128, \"rate_abs_error\": 0.0, \"rate_sha256\": \"c77f62cebd5ba4e44bd98c3d559bc8445fd0b4d3c823e8bcd4f9e2860a282de6\", \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]",
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"max_reference_contract_abs_error\": 1e-12, \"production_timing_claim\": false, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_alpha_quadratic_scaling\": true, \"require_dt_linear_scaling\": true, \"require_exact_formula_parity\": true, \"require_fixed_point_zero\": true, \"require_non_negative_rate\": true, \"require_permutation_invariance\": true, \"require_phase_shift_invariance\": true, \"require_public_dispatch_parity\": true, \"require_python_reference\": true}",
      "benchmark_sha256": "c7966231d9452967f58321b6e0977ccdc718e7dfb586e3108339ad37d84614b4",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 0.33245978504419327,
      "steps_per_second": 270.70943328690555
    },
    "opt_entropy": {
      "suite": "opt_entropy_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 32,
      "calls": 3,
      "seed": 2026,
      "dimension": 3,
      "delay": 1,
      "reference_entropy": 0.9535929857949066,
      "reference_codes_sha256": "d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a",
      "reference_entropy_sha256": "520453754a4a3a02087d1d63bde4882f0590a5c783ac2db07be324b2f541c22b",
      "benchmark_sha256": "df87d971cabf2b8d6c16187eb0803e1c51a5dbbae2705036ac26cbcc97b34d87",
      "wall_time_s": 0.8667508360231295,
      "steps_per_second": 5.768670524670338,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-09, \"max_native_abs_error\": 1e-12, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_exact_ordinal_codes\": true, \"require_python_reference\": true, \"require_unit_interval_entropy\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"codes_sha256\": \"d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a\", \"entropy_abs_error\": 0.0, \"entropy_sha256\": \"520453754a4a3a02087d1d63bde4882f0590a5c783ac2db07be324b2f541c22b\", \"max_abs_error\": 0.0, \"max_code_abs_error\": 0.0, \"ms_per_call\": 0.2524620310092966, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"codes_sha256\": \"d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a\", \"entropy_abs_error\": 7.097100684916313e-12, \"entropy_sha256\": \"69a87656e7b08a099cf1cecc0f046545eba6411ab341f228d1d086df7afd4576\", \"max_abs_error\": 7.097100684916313e-12, \"max_code_abs_error\": 0.0, \"ms_per_call\": 63.55597835499793, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"codes_sha256\": \"d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a\", \"entropy_abs_error\": 0.0, \"entropy_sha256\": \"520453754a4a3a02087d1d63bde4882f0590a5c783ac2db07be324b2f541c22b\", \"max_abs_error\": 0.0, \"max_code_abs_error\": 0.0, \"ms_per_call\": 0.5234659959872564, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"codes_sha256\": \"d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a\", \"entropy_abs_error\": 2.220446049250313e-16, \"entropy_sha256\": \"9cbfb66dcc5d5a625af52a89fe1bcf1b9a8b2fba897b1a6900d23ef845fc1da9\", \"max_abs_error\": 2.220446049250313e-16, \"max_code_abs_error\": 0.0, \"ms_per_call\": 0.48223867391546565, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"codes_sha256\": \"d48a6c629fddea2c5dd4700765764431e82795b363623c103bb2b7ca6e61c78a\", \"entropy_abs_error\": 0.0, \"entropy_sha256\": \"520453754a4a3a02087d1d63bde4882f0590a5c783ac2db07be324b2f541c22b\", \"max_abs_error\": 0.0, \"max_code_abs_error\": 0.0, \"ms_per_call\": 0.3894996674110492, \"parity_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "lyapunov": {
      "suite": "lyapunov_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "n": 4,
      "n_steps": 20,
      "qr_interval": 5,
      "calls": 3,
      "zeta": 0.4,
      "psi": 0.2,
      "reference_spectrum_sha256": "fd5b158fbcf686cd1d8d27e62b61e661632626c3e78e234eb8bcf0021abb3fe0",
      "benchmark_sha256": "24a1eb7605c614ffc6e736275b7b44c83b4a771a03ed8b1598a0b4dc97d72f1d",
      "wall_time_s": 0.03501730664477994,
      "steps_per_second": 428.3596152086146,
      "acceptance_passed": 1,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_mojo_abs_error\": 1e-06, \"max_native_abs_error\": 1e-12, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_python_reference\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"max_abs_error\": 6.106226635438361e-16, \"ms_per_call\": 3.2107870016867914, \"parity_passed\": true, \"spectrum_sha256\": \"825131e61b334cac7eb962eecbbf3697ba6acd5a3a3109f888d5f90d24b4838a\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"max_abs_error\": 6.119771356338788e-12, \"ms_per_call\": 28.62068199707816, \"parity_passed\": true, \"spectrum_sha256\": \"5c25d89c5251290378a81aa8ba198df7fb5cfbd57b8510a9f0193f6ef1794751\", \"status\": \"available\", \"tolerance\": 1e-06, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"max_abs_error\": 2.275957200481571e-15, \"ms_per_call\": 0.5037309989954034, \"parity_passed\": true, \"spectrum_sha256\": \"e29ab500fb71df374ac8123a3d62166640aa0e9a14fad899f9b808c80c030bf0\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"max_abs_error\": 6.106226635438361e-16, \"ms_per_call\": 0.37565365588913363, \"parity_passed\": true, \"spectrum_sha256\": \"825131e61b334cac7eb962eecbbf3697ba6acd5a3a3109f888d5f90d24b4838a\", \"status\": \"available\", \"tolerance\": 1e-12, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"max_abs_error\": 0.0, \"ms_per_call\": 2.306452991130451, \"parity_passed\": true, \"spectrum_sha256\": \"fd5b158fbcf686cd1d8d27e62b61e661632626c3e78e234eb8bcf0021abb3fe0\", \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "delay": {
      "suite": "delay_polyglot_parity_gate",
      "backend_count": 5,
      "available_backend_count": 5,
      "unavailable_backend_count": 0,
      "parity_checked_count": 5,
      "parity_pass_count": 5,
      "all_available_passed": 1,
      "python_reference_present": 1,
      "reference_contracts_passed": 1,
      "acceptance_passed": 1,
      "n": 8,
      "delay_steps": 3,
      "n_steps": 8,
      "calls": 3,
      "seed": 2026,
      "pure_rotation_max_abs_error": 6.217248937900877e-15,
      "reference_phases_sha256": "5c8f9e0f4635829ae27afcb5d0df91278953f907541cf98c8146f03a4711a60d",
      "benchmark_sha256": "a756be2df57ac66f9c59b90b4dcebf73d375866e4db7c7ddf805be8d0d45ff78",
      "benchmark_evidence_kind": "local_regression_non_isolated",
      "isolation_method": "none",
      "production_timing_claim": 0,
      "wall_time_s": 1.746954083093442,
      "steps_per_second": 2.8621244532919743,
      "acceptance_thresholds_json": "{\"backend_order\": [\"rust\", \"mojo\", \"julia\", \"go\", \"python\"], \"max_reference_contract_abs_error\": 1e-09, \"parity_tolerances\": {\"go\": 1e-09, \"julia\": 1e-09, \"mojo\": 1e-06, \"python\": 0.0, \"rust\": 1e-09}, \"production_timing_claim\": false, \"require_all_available_parity\": true, \"require_all_declared_backend_records\": true, \"require_phases_in_range\": true, \"require_pure_rotation_limit\": true, \"require_python_reference\": true}",
      "backend_records_json": "[{\"backend\": \"rust\", \"max_abs_error\": 2.220446049250313e-16, \"ms_per_call\": 0.1206326608856519, \"parity_passed\": true, \"phases_sha256\": \"2cd2d8f58a4f9b78db0a9b21538b7b189749806ad35cc5703653c4af8d41cb71\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"mojo\", \"max_abs_error\": 4.440892098500626e-16, \"ms_per_call\": 32.40005066618323, \"parity_passed\": true, \"phases_sha256\": \"02d6433084ccd3106198d17dba6ac82496ea0175f3752f692a006c8d35581d61\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-06, \"unavailable_reason\": \"\"}, {\"backend\": \"julia\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.2619236862907807, \"parity_passed\": true, \"phases_sha256\": \"5c8f9e0f4635829ae27afcb5d0df91278953f907541cf98c8146f03a4711a60d\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"go\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.16526097897440195, \"parity_passed\": true, \"phases_sha256\": \"5c8f9e0f4635829ae27afcb5d0df91278953f907541cf98c8146f03a4711a60d\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 1e-09, \"unavailable_reason\": \"\"}, {\"backend\": \"python\", \"max_abs_error\": 0.0, \"ms_per_call\": 0.17932635576774678, \"parity_passed\": true, \"phases_sha256\": \"5c8f9e0f4635829ae27afcb5d0df91278953f907541cf98c8146f03a4711a60d\", \"reference_contracts_passed\": true, \"status\": \"available\", \"tolerance\": 0.0, \"unavailable_reason\": \"\"}]"
    },
    "koopman_edmd": {
      "suite": "koopman_edmd_polyglot_parity_gate",
      "boundary_contract": "exact_numpy_reference_validated",
      "parity_tolerance": 1e-09,
      "parity_ok": true,
      "backend_records": [
        {
          "backend": "rust",
          "available": true,
          "seconds_per_call": 2.6817976807554562e-05,
          "max_abs_deviation": 1.1102230246251565e-16,
          "within_tolerance": true
        },
        {
          "backend": "mojo",
          "available": true,
          "seconds_per_call": 0.10903743565237771,
          "max_abs_deviation": 1.1102230246251565e-16,
          "within_tolerance": true
        },
        {
          "backend": "julia",
          "available": true,
          "seconds_per_call": 0.9993503469740972,
          "max_abs_deviation": 1.1102230246251565e-16,
          "within_tolerance": true
        },
        {
          "backend": "go",
          "available": true,
          "seconds_per_call": 0.0012900660124917824,
          "max_abs_deviation": 1.1102230246251565e-16,
          "within_tolerance": true
        },
        {
          "backend": "python",
          "available": true,
          "seconds_per_call": 0.00017505065382768711,
          "max_abs_deviation": 0.0,
          "within_tolerance": true
        }
      ],
      "backend_records_json": "[{\"available\": true, \"backend\": \"rust\", \"max_abs_deviation\": 1.1102230246251565e-16, \"seconds_per_call\": 2.6817976807554562e-05, \"within_tolerance\": true}, {\"available\": true, \"backend\": \"mojo\", \"max_abs_deviation\": 1.1102230246251565e-16, \"seconds_per_call\": 0.10903743565237771, \"within_tolerance\": true}, {\"available\": true, \"backend\": \"julia\", \"max_abs_deviation\": 1.1102230246251565e-16, \"seconds_per_call\": 0.9993503469740972, \"within_tolerance\": true}, {\"available\": true, \"backend\": \"go\", \"max_abs_deviation\": 1.1102230246251565e-16, \"seconds_per_call\": 0.0012900660124917824, \"within_tolerance\": true}, {\"available\": true, \"backend\": \"python\", \"max_abs_deviation\": 0.0, \"seconds_per_call\": 0.00017505065382768711, \"within_tolerance\": true}]"
    },
    "hypergraph_timing": {
      "N": 8,
      "n_steps": 8,
      "calls": 3,
      "n_edges": 16,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.36929470176498097,
      "mojo_ms_per_call": 26.08599199447781,
      "julia_ms_per_call": 0.7980776717886329,
      "go_ms_per_call": 0.601220332706968,
      "python_ms_per_call": 1.9465220005561907
    },
    "simplicial_timing": {
      "N": 8,
      "sigma2": 0.1,
      "n_steps": 8,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.33044000156223774,
      "mojo_ms_per_call": 27.90745235203455,
      "julia_ms_per_call": 0.17704100658496222,
      "go_ms_per_call": 0.18479465506970882,
      "python_ms_per_call": 0.2039196745802959
    },
    "splitting_timing": {
      "N": 8,
      "n_steps": 8,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.03798666875809431,
      "mojo_ms_per_call": 40.07798933889717,
      "julia_ms_per_call": 0.19006698857992887,
      "go_ms_per_call": 0.13143965043127537,
      "python_ms_per_call": 0.33310432142267626
    },
    "inertial_timing": {
      "N": 8,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.22587801019350687,
      "mojo_ms_per_call": 27.950241696089506,
      "julia_ms_per_call": 0.24613497468332451,
      "go_ms_per_call": 0.3433940000832081,
      "python_ms_per_call": 0.20851800218224525
    },
    "swarmalator_timing": {
      "N": 8,
      "dim": 2,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.2354523167014122,
      "mojo_ms_per_call": 45.97551666665822,
      "julia_ms_per_call": 0.30865500836322707,
      "go_ms_per_call": 0.34182099625468254,
      "python_ms_per_call": 0.37077569868415594
    },
    "geometric_timing": {
      "N": 8,
      "n_steps": 8,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.9014426808183392,
      "mojo_ms_per_call": 294.9193616320069,
      "julia_ms_per_call": 0.20635368612905344,
      "go_ms_per_call": 0.18464133609086275,
      "python_ms_per_call": 0.20935134186098972
    },
    "basin_stability_timing": {
      "N": 8,
      "n_transient": 8,
      "n_measure": 8,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.12281700037419796,
      "mojo_ms_per_call": 41.55522798343251,
      "julia_ms_per_call": 0.3275106816242139,
      "go_ms_per_call": 0.6035499973222613,
      "python_ms_per_call": 0.6648330017924309
    },
    "envelope_timing": {
      "N": 32,
      "window": 4,
      "calls": 3,
      "available": [
        "rust",
        "mojo",
        "julia",
        "go",
        "python"
      ],
      "rust_ms_per_call": 0.019825994968414307,
      "mojo_ms_per_call": 52.598800704193614,
      "julia_ms_per_call": 0.3140976574892799,
      "go_ms_per_call": 0.15811664828409752,
      "python_ms_per_call": 0.19513598332802454
    }
  },
  "commands": {
    "hodge": {
      "function": "benchmark_hodge_polyglot_parity_gate",
      "kwargs": {
        "n": 6,
        "calls": 3
      }
    },
    "spectral": {
      "function": "benchmark_spectral_polyglot_parity_gate",
      "kwargs": {
        "n": 6,
        "calls": 3
      }
    },
    "spatial_modulator": {
      "function": "benchmark_spatial_modulator_polyglot_parity_gate",
      "kwargs": {
        "n": 6,
        "calls": 3
      }
    },
    "dimension": {
      "function": "benchmark_dimension_polyglot_parity_gate",
      "kwargs": {
        "t": 32,
        "n_k": 6,
        "calls": 3
      }
    },
    "itpc": {
      "function": "benchmark_itpc_polyglot_parity_gate",
      "kwargs": {
        "n_trials": 8,
        "n_tp": 16,
        "calls": 3
      }
    },
    "pid": {
      "function": "benchmark_pid_polyglot_parity_gate",
      "kwargs": {
        "n_steps": 64,
        "n_bins": 4,
        "calls": 3
      }
    },
    "poincare": {
      "function": "benchmark_poincare_polyglot_parity_gate",
      "kwargs": {
        "n_steps": 64,
        "calls": 3
      }
    },
    "recurrence": {
      "function": "benchmark_recurrence_polyglot_parity_gate",
      "kwargs": {
        "t": 16,
        "calls": 3
      }
    },
    "winding": {
      "function": "benchmark_winding_polyglot_parity_gate",
      "kwargs": {
        "t": 32,
        "n": 4,
        "calls": 3
      }
    },
    "twin_confidence": {
      "function": "benchmark_twin_confidence_polyglot_parity_gate",
      "kwargs": {
        "n": 16,
        "w": 8,
        "n_bins": 8,
        "calls": 3
      }
    },
    "npe": {
      "function": "benchmark_npe_polyglot_parity_gate",
      "kwargs": {
        "n": 8,
        "calls": 3
      }
    },
    "order_params": {
      "function": "benchmark_order_parameter_polyglot_parity_gate",
      "kwargs": {
        "n": 8,
        "calls": 3
      }
    },
    "embedding": {
      "function": "benchmark_embedding_polyglot_parity_gate",
      "kwargs": {
        "n": 64,
        "calls": 3
      }
    },
    "entropy_prod": {
      "function": "benchmark_entropy_production_polyglot_parity_gate",
      "kwargs": {
        "n": 6,
        "calls": 3
      }
    },
    "opt_entropy": {
      "function": "benchmark_opt_entropy_polyglot_parity_gate",
      "kwargs": {
        "n": 32,
        "calls": 3
      }
    },
    "lyapunov": {
      "function": "benchmark_lyapunov_polyglot_parity_gate",
      "kwargs": {
        "n": 4,
        "n_steps": 20,
        "qr_interval": 5,
        "calls": 3
      }
    },
    "delay": {
      "function": "benchmark_delay_polyglot_parity_gate",
      "kwargs": {
        "n": 8,
        "n_steps": 8,
        "calls": 3
      }
    },
    "koopman_edmd": {
      "function": "benchmark_koopman_edmd_polyglot_parity_gate",
      "kwargs": {
        "samples": 32,
        "lift_dim": 4,
        "calls": 3
      }
    },
    "hypergraph_timing": {
      "module": "benchmarks.hypergraph_benchmark",
      "function": "bench_at",
      "args": [
        8,
        8,
        3
      ]
    },
    "simplicial_timing": {
      "module": "benchmarks.simplicial_benchmark",
      "function": "bench_at",
      "args": [
        8,
        0.1,
        8,
        3
      ]
    },
    "splitting_timing": {
      "module": "benchmarks.splitting_benchmark",
      "function": "bench_at",
      "args": [
        8,
        8,
        3
      ]
    },
    "inertial_timing": {
      "module": "benchmarks.inertial_benchmark",
      "function": "bench_at",
      "args": [
        8,
        3
      ]
    },
    "swarmalator_timing": {
      "module": "benchmarks.swarmalator_benchmark",
      "function": "bench_at",
      "args": [
        8,
        2,
        3
      ]
    },
    "geometric_timing": {
      "module": "benchmarks.geometric_benchmark",
      "function": "bench_at",
      "args": [
        8,
        8,
        3
      ]
    },
    "basin_stability_timing": {
      "module": "benchmarks.basin_stability_benchmark",
      "function": "bench_at",
      "args": [
        8,
        8,
        8,
        3
      ]
    },
    "envelope_timing": {
      "module": "benchmarks.envelope_benchmark",
      "function": "bench_at",
      "args": [
        32,
        4,
        3
      ]
    }
  },
  "source_sha256": {
    "spo-kernel/crates/spo-engine/src/hypergraph.rs": "6903925982f1ba15348636bf9c19d33dd37324631b97ced9b9ee90e7988f27ce",
    "spo-kernel/crates/spo-ffi/src/adaptive_coupling.rs": "d3a21d31fa2888bae4a03db851b0b51aae7880a8d02f687edd1858fa8a9ea1c8",
    "spo-kernel/crates/spo-ffi/src/call_arguments.rs": "5e419daf77c85eb5f09d074dbf0621ae09dd7efb0cc9070ee9feb70aa4f293bf",
    "spo-kernel/crates/spo-ffi/src/chimera_boundary.rs": "0efe4a47586d5bef0ee5f0effbc860b2ac7a2c3201e3d1fb93b7d926e63926ec",
    "spo-kernel/crates/spo-ffi/src/coupling_builder.rs": "7cf4d21a07c2ae56066c8e8d7de43d4bd1019c2e5a78adebfdd5a5958f34e0d3",
    "spo-kernel/crates/spo-ffi/src/delayed_boundary.rs": "4ada25ec879fe468f8c6b65d8718481708838017ec9ff27cfb3cd4ce71e2113c",
    "spo-kernel/crates/spo-ffi/src/embedding_boundary.rs": "8dfd83056f31c664d0f571ea07775e0c45cd22eae4b0815f907a694fe839caa7",
    "spo-kernel/crates/spo-ffi/src/entropy_boundary.rs": "512dc5a096b9c43b101c213bdc6314f44ccd7f0d8857080c06ca0806350c522a",
    "spo-kernel/crates/spo-ffi/src/hypergraph_boundary.rs": "fdd209841c482a8a3b243e56af8b81b6b3ae708cdd4e0b6d0986f97c539a2c65",
    "spo-kernel/crates/spo-ffi/src/inertial_boundary.rs": "1e0ba72a3f68c4de0a3fe7c2ce65ad10b60bc57331a5b449d2df80ad026e3608",
    "spo-kernel/crates/spo-ffi/src/lib.rs": "97a74cdce2c9a9d3bdcd9cb05db5616af1682e27809ee0e88a5cdcb196bb7571",
    "spo-kernel/crates/spo-ffi/src/measurement_types.rs": "608760bfa0e46643fb6661594574af1c1bb52c62cfa219b7df07ff8735a88b65",
    "spo-kernel/crates/spo-ffi/src/ordinal_entropy.rs": "7cf911cbde6e51c4b07e647805323a6efaa00b928678a82d32c778be07b48cb7",
    "spo-kernel/crates/spo-ffi/src/phase_lag.rs": "a3e8694b39ce314bc67f077e67496f6345c437b0ac119da096230c70760c6061",
    "spo-kernel/crates/spo-ffi/src/phase_quality.rs": "92c54829c84e311ad416edc91dc633a214c80db930c303a9e5a4abaa757cf42f",
    "spo-kernel/crates/spo-ffi/src/return_types.rs": "4fe0eb967adab8ab351c6c808d91f30cc4495212656f442a94f6dbe9aa6649c6",
    "spo-kernel/crates/spo-ffi/src/simplicial_boundary.rs": "f787310f8e25223583789a806ef73c619181492967d1c4d4afb37674dba151cf",
    "spo-kernel/crates/spo-ffi/src/splitting_boundary.rs": "7bf88a2e3ec7d74ec311d7956d69920553e888360f12bd5c2a30c002bed92839",
    "spo-kernel/crates/spo-ffi/src/stability_boundary.rs": "7169b8aa2d3762407ececa90a41f5bfc107f5106af7a1c9dfc44aba0092365f3",
    "spo-kernel/crates/spo-ffi/src/swarmalator_boundary.rs": "7b4b70f6ac370b342d06e43227ccd25402009b215704eed3b0ff5b86d69d8675",
    "spo-kernel/crates/spo-ffi/src/torus_boundary.rs": "0649e537ccdbb19dd943eabe3d8a02fdaf667d5ebc44f5f8ce723223db7b9a05",
    "src/scpn_phase_orchestrator/_array_types.py": "1825d3159caa012ebd07bebcd011f2de8125f734f33397464844e42ff2f6655a",
    "src/scpn_phase_orchestrator/actuation/control_barrier.py": "af2b09abbbdb93235c7b20294a9b9475f14644099f4c70e18a6d6cf7a34cc1d4",
    "src/scpn_phase_orchestrator/actuation/foundation_model_governor.py": "9dfcaaf8d42b8ac14ce1561c7e1a677526697a44838ede484e1d74787669b164",
    "src/scpn_phase_orchestrator/adapters/plasma_control_bridge.py": "0b38fc6ef999af1a02d3379f15357420911ad6be62e209498afe29d50ba2ec1b",
    "src/scpn_phase_orchestrator/autotune/freq_id.py": "4cbdc453163409535d848058605118fda17669265a042ce3a86855b3a33031a6",
    "src/scpn_phase_orchestrator/autotune/learners.py": "b09962db94067febf6e3d8226f349a88afacc861a4a6cceaad4f8493d188f120",
    "src/scpn_phase_orchestrator/autotune/phase_extract.py": "89dce3388b99f6f88a4ba0b1a5aedb81db68ee29d446d11473dc05d5dc79b3b8",
    "src/scpn_phase_orchestrator/autotune/pipeline.py": "b260aa43858a791244d85f79d158119244fbb05cb0737d06c78b578b855fb538",
    "src/scpn_phase_orchestrator/autotune/policy_search.py": "63100691ae704b602ebde27fd65111d8a9c6f53656ff4ceca8797dc88b4817a6",
    "src/scpn_phase_orchestrator/autotune/reward.py": "43ee64e68dff5e07efd81bd88e3aefbd94c2f8974dcb6241dc15b799a1bd6e27",
    "src/scpn_phase_orchestrator/coupling/_attnres_validation.py": "c2558661897b4a7e7fd5ee307970c3d9ea30a2c2d2e3c4448cbad86f81aa3a44",
    "src/scpn_phase_orchestrator/coupling/_hodge_validation.py": "1b7e20bda930fd8ed973099e3cb22c621d38b688085f7eb433b56d2d9e6c2279",
    "src/scpn_phase_orchestrator/coupling/_spatial_modulator_validation.py": "da53687c41192b68966f0c9ed3d84e39a1ce5a34e0635e1a9fceefcb5833a49c",
    "src/scpn_phase_orchestrator/coupling/_spectral_validation.py": "0dba1f43e1e12ebac97dd41e6cb8f17ce647fb4e349f3b1a4b1adffc4ae628f7",
    "src/scpn_phase_orchestrator/coupling/attention_residuals.py": "237a449eb565293c7ed9d7bbe6b706b879e7b2f59827fd84b99b718d63245477",
    "src/scpn_phase_orchestrator/coupling/connectome.py": "5f2536dcf4fcadc17e0f82fb0d976dd1f571c79ba288453a1c91ee1eb4e314d4",
    "src/scpn_phase_orchestrator/coupling/ei_balance.py": "d8f4c5a791c0a0406b56025cc990829c445716975012fe54b3488b9dd62e64cc",
    "src/scpn_phase_orchestrator/coupling/geometry_constraints.py": "2c3730d6224c86322e9803066f1ad1d77614792ed042795e1daa2e6cdf1bc135",
    "src/scpn_phase_orchestrator/coupling/hodge.py": "e62f5b4e86e9e356387b48d1b228d5ba9791335272abfa3ffd08d0b0e2df08c2",
    "src/scpn_phase_orchestrator/coupling/infer.py": "9258d9ac134b9bff19eea9498d268f36172ab254ff53d73e6f96a14563a58ab0",
    "src/scpn_phase_orchestrator/coupling/knm.py": "dfe49598c2e39a9fa1ad80ffcb019b102e3a55887a5e2e4c69da298dee07acf1",
    "src/scpn_phase_orchestrator/coupling/lags.py": "d5e5dc9b0f9282380c7902538dad36283fe6fea1132554572135687f4e01e030",
    "src/scpn_phase_orchestrator/coupling/plasticity.py": "b8a75938bf120ddf6b6326b0ad2b04d2b5b920e16ccdd5c4850c0c0adb20398e",
    "src/scpn_phase_orchestrator/coupling/prior.py": "a274fe800351c9f8b1b6112d80eef9e32e437ce0ecefb98541e30c8a0fc2502d",
    "src/scpn_phase_orchestrator/coupling/spatial_modulator.py": "3f40957e34226c09c56508d862bd6d041223e9e5a73888549facf5b77b79ae9e",
    "src/scpn_phase_orchestrator/coupling/spectral.py": "924ae01d532f62ef103049e989fd98ca9b1b73a4a8d41933bf0d476a217674d4",
    "src/scpn_phase_orchestrator/coupling/te_adaptive.py": "eb6e03ed1f8ba643a3cbe281e9baace140b83cf5c0f1dffd16eb502bb781e852",
    "src/scpn_phase_orchestrator/drivers/psi_informational.py": "12382cff01fe64972010d07634e23ba55a613353fa907dff19368c8ec046b99a",
    "src/scpn_phase_orchestrator/drivers/psi_physical.py": "fbf98e6f6681585ffe4e473b1d65ac6c67542135bd64cc5384f7dc50f07c3897",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_chimera_validation.py": "23264b0d9728b5c030162099c674f8ff3f7307a7a7c538e38761d8a57985520c",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_dimension_validation.py": "555d5c83bd2dbaab97a137f5b9c920be87964e0dc7ae71a200e564d88cd10a00",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_embedding_validation.py": "f6ec7cd76a08a63d894f06850ff1facccddb374be4fb6715f729ca02d7377db2",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_entropy_prod_validation.py": "617965f6fea505bccfbd0b303d83a485aac01613cbfcec1eef8f0859e3ff63ee",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_itpc_validation.py": "c31f75148ed8b8cfcc46613f1b9724f2a3304e91bed164afc871866ce556fb75",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_lyapunov_validation.py": "2a4072b282403db0d364808bcc22b072b17807aeb26824b40f46144bff28ff52",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_npe_validation.py": "40e0143a05dfac9692d0c5571a78f73857e31548a1bc01e0580b0a2121d65e56",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_opt_entropy_go.py": "c6c19e98fc2c55249b93a35bbbcca27da0583dc1be323f626d1db31823f261c8",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_opt_entropy_julia.py": "2f1799488bd25d7b13e0ee7affcdd7c0e1f1c24b6f61a05bbb5cb66619882e3d",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_opt_entropy_mojo.py": "e419e7d70167b25e7d48f0c03db00a28c97b4da59317f0c4572cb1b57feac07d",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_opt_entropy_validation.py": "301911b1e784a6fed5d09504dfdd8e3407ad97a3aa6aee161cb8a4c9a414b6b9",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_pid_validation.py": "3f31092931c52437efffc22f52ac0d7b1b0fbd22332cb62717fd7fac9b002f8c",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_poincare_validation.py": "17d8879843f7922a468cd80a889c01df5eaa88d3e309c5681d008b7c8e3ec741",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_psychedelic_validation.py": "778c0c94f03ae382c65b804ceaa8ec8edc38023bd8c1a531488146ab242b1644",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_recurrence_validation.py": "9dd72f0fccf0138d5ee7cf76ca9ab7808dd7b9797d3f6ceaaf14b8cb7b35c34a",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_te_validation.py": "155a5f066c8e5d829b144079e42c77632c7b7ae4567fc89d0bc5432499ac7e7f",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_twin_confidence_validation.py": "4a6f8cc688048a793cf45f71bf5336db324bca7ca3530731d7093dbeefcf1f3e",
    "src/scpn_phase_orchestrator/experimental/accelerators/monitor/_winding_validation.py": "ad90086949ce68a161f0c7335d4bd0e2da834e4fc867f567a3524770feabe51a",
    "src/scpn_phase_orchestrator/experimental/accelerators/upde/_delay_validation.py": "e3eb470c98aef8f2c46fb4489ac9c1e0728f39325cf5bb0c36b2ff849aef7526",
    "src/scpn_phase_orchestrator/experimental/accelerators/upde/_splitting_validation.py": "0e84929d916d7b2b90d715caf3b52cadccfe86c8102b33db27e37ba0f2046313",
    "src/scpn_phase_orchestrator/imprint/update.py": "47cc7d72cce328a55047d735b5e2290c2827be796e6ae2181cdcb9311be88fbb",
    "src/scpn_phase_orchestrator/monitor/chimera.py": "a174a221b076d7ef408e820bacb84a4601ac5b0bcc66b4aa477d682f0fd4f62d",
    "src/scpn_phase_orchestrator/monitor/coherence.py": "9a446c4baea107fb87e8c5212121461828a471f2b5c921ea1a8888746850a26d",
    "src/scpn_phase_orchestrator/monitor/critical_slowing_down.py": "6e8ea301f41fa3efc7ffd05692abddd1caff347fba9f824a4346e435aca545a3",
    "src/scpn_phase_orchestrator/monitor/dimension.py": "c4cbcb94443567a9070d9d0f4d458632c55d4df6c51b055c3d54cb8f662e20f2",
    "src/scpn_phase_orchestrator/monitor/early_warning_suite.py": "3414118d8816b0cd6076a1d32e97cee02278cac7e2aed3c9f4e266d4c086391e",
    "src/scpn_phase_orchestrator/monitor/embedding.py": "6a44a522705726706ec462fea2af9860fd20581507a9a1ebc5a126c8a3bf7d5c",
    "src/scpn_phase_orchestrator/monitor/ensemble_warning.py": "ae2c4425294625342661097f32bd4f0217225864f404cf524666a42576a945c2",
    "src/scpn_phase_orchestrator/monitor/entropy_prod.py": "6845289241e8380011e648025d991ebadaffe9b3ac1d3a9438713cda7180c512",
    "src/scpn_phase_orchestrator/monitor/evs.py": "4684b49ef36ef13a13fdc403ef4b954eddf42d438cc97fb8ee92d90d55c71fb4",
    "src/scpn_phase_orchestrator/monitor/explosive_sync.py": "9316e7bc1a919da3a2317aac7ec0aa462cb9307678c6d099b4324ed66d4be459",
    "src/scpn_phase_orchestrator/monitor/hybrid_order.py": "545c15153ccf44fd2e10855436dc5c30d15eb925d995edb387a02a7afcf06d59",
    "src/scpn_phase_orchestrator/monitor/information_integration.py": "127539c58f5b0baa88defaec2d7529e807e0fc291c8055717e4953b22f877e77",
    "src/scpn_phase_orchestrator/monitor/itpc.py": "34a04b796fb76a4d54974fb92a1eb1d5fa5f646cab822504a6086ec6a728473c",
    "src/scpn_phase_orchestrator/monitor/lyapunov.py": "8a715f69bd4d2e4a2915ce73e0fda8cf4d1b15012bfe74065f6d88387e87a2fb",
    "src/scpn_phase_orchestrator/monitor/npe.py": "5960adb197e00ee1a5ffa09597284d1c6759c16535c33107ff046417412ebfcd",
    "src/scpn_phase_orchestrator/monitor/opt_entropy.py": "d8509e8c06fbee7b44182f3bf6a0c7297447901dd858414d2ecc35aa224419a5",
    "src/scpn_phase_orchestrator/monitor/pid.py": "ca462c665a301acb02940f85c0712d0cbad10084c5fa88f7f272f8f61a11b0e2",
    "src/scpn_phase_orchestrator/monitor/poincare.py": "b45451745a071a55a672934af5ed05af147f4ebd574424d529bf692ab1805b36",
    "src/scpn_phase_orchestrator/monitor/psychedelic.py": "511d656623544f6b307d0e803c78f5053bf67b79d374fedc03145fc15afe7228",
    "src/scpn_phase_orchestrator/monitor/recurrence.py": "aaf3cf6a0436852b7973bbcf16aa25ad3b532244014b4dbe9bb051486b97dc1d",
    "src/scpn_phase_orchestrator/monitor/sleep_staging.py": "c0c954fb2b04123f8fe51745eacb70c988d00eebf2e227faf90cfaf6f1d7af8e",
    "src/scpn_phase_orchestrator/monitor/stl/monitor.py": "e38932f022dd160893d4016a214c96022a5d49b3b88bf0c3023e2df6fdff5dca",
    "src/scpn_phase_orchestrator/monitor/synchronisation.py": "d1e8585c7be9efe86c1e26b5ea56324726761db010f0d32fd1efa359f6bb8a2c",
    "src/scpn_phase_orchestrator/monitor/transfer_entropy.py": "81b4497f2acdc881c4867d4c53d6648c6bae710117b5d5115909977774ea8641",
    "src/scpn_phase_orchestrator/monitor/twin_confidence.py": "90628513a7ec6b9538c91cacde2f0fc447aa0500544afe357c035f705013dd07",
    "src/scpn_phase_orchestrator/monitor/winding.py": "2ad1ad956e4df280fff931878df868b6862b484231a69014d8bf45c006581579",
    "src/scpn_phase_orchestrator/oscillators/informational.py": "099d86b3f2e70ed5a0e8e0dc705c2f7cf14f5254c17ce7edafc5c8864a596059",
    "src/scpn_phase_orchestrator/oscillators/init_phases.py": "b2edf087fbde1642a8be978faeaf5b67f4ce39e0ad5c66869eb157ed1373631e",
    "src/scpn_phase_orchestrator/oscillators/physical.py": "7af28890549f992a3011a9e0386e8eee61f87aae359eb5d10629d6ce647817b6",
    "src/scpn_phase_orchestrator/oscillators/quality.py": "0a3eb87a07395950842ca71537aaff4531e971ded7ef825606bca81f7c623331",
    "src/scpn_phase_orchestrator/oscillators/symbolic.py": "cda285e02131e79191c1b50466b2cf3142ac8dca9df404b161672fc3086f2a21",
    "src/scpn_phase_orchestrator/oscillators/wavelet.py": "a5bb6b206958d8c7f68991ac6a0c6b1d82c213b96e4f6a18c1122466fa76c15f",
    "src/scpn_phase_orchestrator/oscillators/zero_crossing.py": "4295f729a808594f32400263f646f9746e00d4e7685c2bd00814e8e9846067b8",
    "src/scpn_phase_orchestrator/runtime/distributed/sync.py": "421345a6b1ab04495d102337580810a0da167de7b59ab022cb43d8bbec6f90d6",
    "src/scpn_phase_orchestrator/ssgf/costs.py": "7a50c06995c4068c77f8b329086381afc87be40235a50c5c79ee4ca4c2c70b2c",
    "src/scpn_phase_orchestrator/ssgf/pgbo.py": "0327d1fa1ecff5dbd722c024e62ae2666f3ff8c2c98057b40daccd0b980dc94d",
    "src/scpn_phase_orchestrator/studio/ui_helpers/charts.py": "638baaee0541c8b76f33e4e694a7a876de0dc5740855e24ccaedc2fb1dfe1c49",
    "src/scpn_phase_orchestrator/supervisor/_causal_baselines.py": "dcb74c081a57be32a89e3016aca0814df18dac96d3cc25797f9b565cb0c2aae4",
    "src/scpn_phase_orchestrator/supervisor/information_geometry.py": "211bf6bbfbff90220159fc0a23b43bc45496ed09646a1f8084a531398357e084",
    "src/scpn_phase_orchestrator/supervisor/predictive.py": "873765eacc3e557851ca16815b6fc6a6b1bd13482a7d327efb5eb4721b6e1237",
    "src/scpn_phase_orchestrator/upde/_order_params_validation.py": "471f532008f9ce16a09e4580bf4433185fc2041c69fbfd5f7453fd884467fdd9",
    "src/scpn_phase_orchestrator/upde/envelope.py": "77e8451c68f4f3869fd07af1fe5d15059a8a2112b6071eecf4cc92f91cc6e6ee",
    "src/scpn_phase_orchestrator/upde/order_params.py": "8f619a351b66e00f147d08cc0d7f2b0da9db916626d07dd66b2c5e31f3eacf88",
    "src/scpn_phase_orchestrator/upde/pac.py": "9c5a2e141faf3a251c358c9697495808e0587b0b9f50354eef5a11e25fb2030e",
    "src/scpn_phase_orchestrator/upde/pha_c_acceptance.py": "0f7f759c3bc89f5643054eb64809f9e55251f53c18ef20089fe91ad2a5384136",
    "src/scpn_phase_orchestrator/upde/prediction.py": "1099f1b0117f4632d7d1e2fe28ee9f6ba6298b797681694ebfc88cc412de8045",
    "src/scpn_phase_orchestrator/upde/simplicial.py": "d65f2cb618b2d51ce084f296bb8b35be1862f708d433347a387b8e548103d4e2",
    "src/scpn_phase_orchestrator/upde/splitting.py": "f649d10a4ec55235f3f768f5539a36d295c01d4d1da4d7e00d16ba9e5717787f",
    "src/scpn_phase_orchestrator/visualization/network.py": "e962df52980f0a0b2e0f7d0ba938d906726ffcc5cbe144f78188bec177b4a377",
    "src/scpn_phase_orchestrator/visualization/torus.py": "33c7e46e2b312f921fa183455ac70e807b9c4634f7f310587a75431d1e5ebdd0"
  }
}