# Autonomous Graph Rule Search Log ## Phase: baseline @ 2026-03-11T20:19:04.426300 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-11T20:19:06.647106 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: baseline @ 2026-03-11T20:29:36.352546 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-11T20:29:38.171769 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: extended_search @ 2026-03-11T20:43:32.708224 - Config: L in [20,24,28], recursive, hybrid - Result: d_B=1.266, d_s=1.280, converged=False - Errors: |d_B-1.22|=0.046, |d_s-4/3|=0.053 - Interpretation: Extended recursive search did not converge ## Phase: biconnected @ 2026-03-11T20:44:14.366152 - Config: L=24, backbone=biconnected, hybrid, recursive - Result: d_B=1.189, d_s=0.842, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.491 - Interpretation: Biconnected backbone did not converge ## Phase: two_phase @ 2026-03-11T20:44:54.701856 - Config: L=24, two_phase, hybrid, recursive - Result: d_B=1.103, d_s=0.959, converged=False - Errors: |d_B-1.22|=0.117, |d_s-4/3|=0.375 - Interpretation: Two-phase evolution did not converge ## Phase: spectral_fit @ 2026-03-11T20:46:18.288800 - Config: t_fit (5,100) and (15,50) - Result: d_B=1.159, d_s=1.090, converged=False - Errors: |d_B-1.22|=0.061, |d_s-4/3|=0.243 - Interpretation: Spectral fit tuning did not converge ## Phase: alt_rules @ 2026-03-11T20:48:46.461724 - Config: connectivity, node_split, degree_biased, criticality_seeking - Result: d_B=1.365, d_s=1.205, converged=False - Errors: |d_B-1.22|=0.145, |d_s-4/3|=0.128 - Interpretation: Alternative rules did not converge ## Phase: relaxed_long @ 2026-03-11T20:51:20.178788 - Config: L=28, T=5000, thresh_B=0.06, thresh_s=0.12 - Result: d_B=1.263, d_s=1.278, converged=False - Errors: |d_B-1.22|=0.043, |d_s-4/3|=0.056 - Interpretation: Relaxed long run did not converge ## Phase: baseline @ 2026-03-11T20:51:56.904474 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-11T20:51:58.885866 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: extended_search @ 2026-03-11T20:54:25.948587 - Config: L in [20,24,28], recursive, hybrid - Result: d_B=1.266, d_s=1.280, converged=False - Errors: |d_B-1.22|=0.046, |d_s-4/3|=0.053 - Interpretation: Extended recursive search did not converge ## Phase: biconnected @ 2026-03-11T20:54:57.371846 - Config: L=24, backbone=biconnected, hybrid, recursive - Result: d_B=1.189, d_s=0.842, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.491 - Interpretation: Biconnected backbone did not converge ## Phase: two_phase @ 2026-03-11T20:55:29.264729 - Config: L=24, two_phase, hybrid, recursive - Result: d_B=1.103, d_s=0.959, converged=False - Errors: |d_B-1.22|=0.117, |d_s-4/3|=0.375 - Interpretation: Two-phase evolution did not converge ## Phase: spectral_fit @ 2026-03-11T20:56:41.208830 - Config: t_fit (5,100) and (15,50) - Result: d_B=1.159, d_s=1.090, converged=False - Errors: |d_B-1.22|=0.061, |d_s-4/3|=0.243 - Interpretation: Spectral fit tuning did not converge ## Phase: alt_rules @ 2026-03-11T20:59:14.387455 - Config: connectivity, node_split, degree_biased, criticality_seeking - Result: d_B=1.365, d_s=1.205, converged=False - Errors: |d_B-1.22|=0.145, |d_s-4/3|=0.128 - Interpretation: Alternative rules did not converge ## Phase: relaxed_long @ 2026-03-11T21:01:48.801768 - Config: L=28, T=5000, thresh_B=0.06, thresh_s=0.12 - Result: d_B=1.263, d_s=1.278, converged=False - Errors: |d_B-1.22|=0.043, |d_s-4/3|=0.056 - Interpretation: Relaxed long run did not converge ## Phase: baseline @ 2026-03-11T21:02:21.192546 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-11T21:02:22.910837 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: extended_search @ 2026-03-11T21:14:18.683077 - Config: L in [20,24,28], recursive, hybrid - Result: d_B=1.266, d_s=1.280, converged=False - Errors: |d_B-1.22|=0.046, |d_s-4/3|=0.053 - Interpretation: Extended recursive search did not converge ## Phase: biconnected @ 2026-03-11T21:14:54.083191 - Config: L=24, backbone=biconnected, hybrid, recursive - Result: d_B=1.189, d_s=0.842, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.491 - Interpretation: Biconnected backbone did not converge ## Phase: two_phase @ 2026-03-11T21:15:25.171560 - Config: L=24, two_phase, hybrid, recursive - Result: d_B=1.103, d_s=0.959, converged=False - Errors: |d_B-1.22|=0.117, |d_s-4/3|=0.375 - Interpretation: Two-phase evolution did not converge ## Phase: spectral_fit @ 2026-03-11T21:16:52.967028 - Config: t_fit (5,100) and (15,50) - Result: d_B=1.159, d_s=1.090, converged=False - Errors: |d_B-1.22|=0.061, |d_s-4/3|=0.243 - Interpretation: Spectral fit tuning did not converge ## Phase: alt_rules @ 2026-03-11T21:19:22.967934 - Config: connectivity, node_split, degree_biased, criticality_seeking - Result: d_B=1.365, d_s=1.205, converged=False - Errors: |d_B-1.22|=0.145, |d_s-4/3|=0.128 - Interpretation: Alternative rules did not converge ## Exhausted @ 2026-03-11T21:19:22.969652 ## Phase: extended_search @ 2026-03-11T21:24:17.554122 - Config: L in [20,24,28], recursive, hybrid - Result: d_B=1.266, d_s=1.280, converged=False - Errors: |d_B-1.22|=0.046, |d_s-4/3|=0.053 - Interpretation: Extended recursive search did not converge ## Phase: biconnected @ 2026-03-11T21:24:46.398592 - Config: L=24, backbone=biconnected, hybrid, recursive - Result: d_B=1.189, d_s=0.842, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.491 - Interpretation: Biconnected backbone did not converge ## Phase: two_phase @ 2026-03-11T21:25:16.423412 - Config: L=24, two_phase, hybrid, recursive - Result: d_B=1.103, d_s=0.959, converged=False - Errors: |d_B-1.22|=0.117, |d_s-4/3|=0.375 - Interpretation: Two-phase evolution did not converge ## Phase: spectral_fit @ 2026-03-11T21:26:26.481959 - Config: t_fit (5,100) and (15,50) - Result: d_B=1.159, d_s=1.090, converged=False - Errors: |d_B-1.22|=0.061, |d_s-4/3|=0.243 - Interpretation: Spectral fit tuning did not converge ## Phase: alt_rules @ 2026-03-11T21:28:45.131565 - Config: connectivity, node_split, degree_biased, criticality_seeking - Result: d_B=1.365, d_s=1.205, converged=False - Errors: |d_B-1.22|=0.145, |d_s-4/3|=0.128 - Interpretation: Alternative rules did not converge ## Phase: relaxed_long @ 2026-03-11T21:31:06.523447 - Config: L=28, T=5000, thresh_B=0.06, thresh_s=0.12 - Result: d_B=1.263, d_s=1.278, converged=False - Errors: |d_B-1.22|=0.043, |d_s-4/3|=0.056 - Interpretation: Relaxed long run did not converge ## Exhausted @ 2026-03-11T21:31:06.524050 ## Phase: baseline @ 2026-03-12T02:39:54.269901 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-12T02:39:55.908733 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: baseline @ 2026-03-12T13:41:57.631339 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-12T13:42:00.099197 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: baseline @ 2026-03-12T14:08:09.469334 - Config: L=28, resistance, recursive, 5 samples - Result: d_B=1.319, d_s=0.973, converged=False - Errors: |d_B-1.22|=0.099, |d_s-4/3|=0.360 - Interpretation: Pure percolation diagnostic; targets not hit (lattice/estimator limitation) ## Phase: dw_diagnostic @ 2026-03-12T14:08:11.187677 - Config: L=24, resistance - Result: d_B=1.189, d_s=1.026, converged=False - Errors: |d_B-1.22|=0.031, |d_s-4/3|=0.307 - Interpretation: d_w=3.322, d_s_pred=2*d_B/d_w=0.716, |d_s-d_s_pred|=0.310 ## Phase: ledger @ 2026-03-12T14:08:16.222957 - Config: L=24, meta=ledger, K_R>=1 convergence - Result: d_B=1.210, d_s=1.247, converged=True - Errors: |d_B-1.22|=0.010, |d_s-4/3|=0.086 - Interpretation: Ledger-driven RST converged (K_R>=1) ## Phase: ledger_balanced @ 2026-03-12T14:08:21.343066 - Config: L=24, I_mode=balanced - Result: d_B=1.207, d_s=1.279, converged=True - Errors: |d_B-1.22|=0.013, |d_s-4/3|=0.054 - Interpretation: Ledger balanced converged ## Phase: ledger_d_s @ 2026-03-12T14:08:36.897765 - Config: ledger_d_s k_s_d sweep - Result: d_B=1.207, d_s=1.279, converged=True - Errors: |d_B-1.22|=0.013, |d_s-4/3|=0.054 - Interpretation: ledger_d_s best so far ## Phase: ledger_p_init @ 2026-03-12T14:08:52.210734 - Config: L=24, seed=123, p_init sweep - Result: d_B=1.242, d_s=0.954, converged=True - Errors: |d_B-1.22|=0.022, |d_s-4/3|=0.379 - Interpretation: p_init sweep for seed 123