allaun/Research-Stack
1
0
Fork 0
mirror of https://github.com/allaunthefox/Research-Stack.git synced 2026-07-31 03:05:21 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions
Research-Stack/shared-data/rrc_pist_feature_vectors.jsonl
Brandon Schneider 6c55cac0a9 feat(pist): receipt canonicalization v2 with structural math features 
- Parses equation names into operators, variables, AST metrics, proof metrics
- Richer canonical hash → more distinct crossing matrices
- Separation ratio improved: 1.007 → 1.051 (within/between class distance)
- CognitiveLoadField accuracy: 44.4% → 50.0%
- Fold/cusp confusion (CLF → SRC): 9/18 → 3/18 (major improvement)
- 26/26 unique matrix hashes maintained
- Receipt format: v1 → v2 (parse_equation + build_proof_metrics)
2026-05-26 01:55:09 -05:00

26 lines
18 KiB
JSON
Raw Blame History

{"equation": "Equation", "label": "RRC shape", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.119002, "crossing_density": -0.553482, "strand_entropy": 0.385271}, "eigenvalues": [-0.187119, -0.068158, -0.517604, 0.768855, -0.555406, -0.060472, -0.790373, 1.335921], "singular_values": [-0.187119, -1.335921, 0.724589, 0.087491, 0.320915, -0.185068, 0.155169, -0.012984], "vector": [0.0, 0.817861, -0.391294, -0.119002, -0.553482, 0.385271, -0.187119, -0.068158, -0.517604, 0.768855, -0.555406, -0.060472, -0.790373, 1.335921, -0.187119, -1.335921, 0.724589, 0.087491, 0.320915, -0.185068, 0.155169, -0.012984]}
{"equation": "---", "label": "---", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.068155, "laplacian_zero_count": -0.391294, "spectral_gap": 0.175839, "crossing_density": 1.091149, "strand_entropy": 0.385273}, "eigenvalues": [0.744119, 1.015219, 0.269791, -0.563588, 0.580752, -1.102103, -0.581646, -0.787042], "singular_values": [0.744119, 0.787042, 0.531878, 1.093232, 1.115513, 0.422638, -0.681703, -0.831127], "vector": [0.0, -0.068155, -0.391294, 0.175839, 1.091149, 0.385273, 0.744119, 1.015219, 0.269791, -0.563588, 0.580752, -1.102103, -0.581646, -0.787042, 0.744119, 0.787042, 0.531878, 1.093232, 1.115513, 0.422638, -0.681703, -0.831127]}
{"equation": "bandwidth_adjusted_threshold", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": -0.391294, "spectral_gap": -0.527974, "crossing_density": -0.553482, "strand_entropy": 0.385272}, "eigenvalues": [-0.901807, -0.435787, 1.143859, -0.563588, 1.174477, 1.361124, -0.412531, -0.610423], "singular_values": [-0.901807, 0.610423, 0.375739, -0.253793, -0.763537, -1.737212, -1.119028, 1.918009], "vector": [0.0, -0.954171, -0.391294, -0.527974, -0.553482, 0.385272, -0.901807, -0.435787, 1.143859, -0.563588, 1.174477, 1.361124, -0.412531, -0.610423, -0.901807, 0.610423, 0.375739, -0.253793, -0.763537, -1.737212, -1.119028, 1.918009]}
{"equation": "bandwidth_overflow", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": -0.391294, "spectral_gap": -0.115435, "crossing_density": -0.553482, "strand_entropy": 0.385273}, "eigenvalues": [-0.655416, -0.993981, 0.598852, -0.563588, 1.174477, 0.425622, 2.264352, -1.342804], "singular_values": [-0.655416, 1.342804, -2.617622, -1.288787, -2.177823, -1.737212, 1.743049, 1.918009], "vector": [0.0, -0.954171, -0.391294, -0.115435, -0.553482, 0.385273, -0.655416, -0.993981, 0.598852, -0.563588, 1.174477, 0.425622, 2.264352, -1.342804, -0.655416, 1.342804, -2.617622, -1.288787, -2.177823, -1.737212, 1.743049, 1.918009]}
{"equation": "effective_cognitive_load", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -1.840187, "laplacian_zero_count": 3.678166, "spectral_gap": -0.023297, "crossing_density": -1.375797, "strand_entropy": -3.801479}, "eigenvalues": [-0.456466, -0.836426, -2.528693, -0.563588, 1.174477, 0.901235, 0.21822, 1.886972], "singular_values": [-0.456466, -1.886972, -0.206616, -0.625722, -0.412715, -1.737212, -1.119028, -0.831127], "vector": [0.0, -1.840187, 3.678166, -0.023297, -1.375797, -3.801479, -0.456466, -0.836426, -2.528693, -0.563588, 1.174477, 0.901235, 0.21822, 1.886972, -0.456466, -1.886972, -0.206616, -0.625722, -0.412715, -1.737212, -1.119028, -0.831127]}
{"equation": "emotional_gate", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.130296, "crossing_density": 0.268834, "strand_entropy": 0.385272}, "eigenvalues": [0.314082, 0.944695, 0.819205, -2.759255, -0.95174, -0.060472, 1.222241, -0.237168], "singular_values": [0.314082, 0.237168, -0.278355, 0.180821, 0.320915, 0.846672, 0.447101, 0.517049], "vector": [0.0, 0.817861, -0.391294, -0.130296, 0.268834, 0.385272, 0.314082, 0.944695, 0.819205, -2.759255, -0.95174, -0.060472, 1.222241, -0.237168, 0.314082, 0.237168, -0.278355, 0.180821, 0.320915, 0.846672, 0.447101, 0.517049]}
{"equation": "emotional_load", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": 1.359956, "crossing_density": 1.502307, "strand_entropy": 0.385273}, "eigenvalues": [1.414426, -0.659365, 0.575348, 0.242325, 0.254359, -0.956667, -1.11946, -0.747009], "singular_values": [1.414426, 0.747009, 1.028427, 0.180821, 0.543802, 0.658464, -0.441288, -0.336283], "vector": [0.0, 0.817861, -0.391294, 1.359956, 1.502307, 0.385273, 1.414426, -0.659365, 0.575348, 0.242325, 0.254359, -0.956667, -1.11946, -0.747009, 1.414426, 0.747009, 1.028427, 0.180821, 0.543802, 0.658464, -0.441288, -0.336283]}
{"equation": "emotional_offload", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.068155, "laplacian_zero_count": -0.391294, "spectral_gap": -0.198656, "crossing_density": 0.268834, "strand_entropy": 0.385272}, "eigenvalues": [0.34622, 1.180277, -0.336914, -0.563588, -1.783265, -0.060472, 1.098833, -0.261895], "singular_values": [0.34622, 0.261895, -0.057511, 0.293654, -2.177823, 1.097237, 1.059585, 0.809557], "vector": [0.0, -0.068155, -0.391294, -0.198656, 0.268834, 0.385272, 0.34622, 1.180277, -0.336914, -0.563588, -1.783265, -0.060472, 1.098833, -0.261895, 0.34622, 0.261895, -0.057511, 0.293654, -2.177823, 1.097237, 1.059585, 0.809557]}
{"equation": "historical_emotional_barrier", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.931596, "crossing_density": -0.553482, "strand_entropy": 0.385265}, "eigenvalues": [-0.797741, 0.78714, -0.592524, 1.377768, -0.211916, 0.994261, -1.152978, 0.337433], "singular_values": [-0.797741, -0.337433, 1.059373, 0.881497, -0.483679, -0.24289, 0.121969, 0.149765], "vector": [0.0, 0.817861, -0.391294, -0.931596, -0.553482, 0.385265, -0.797741, 0.78714, -0.592524, 1.377768, -0.211916, 0.994261, -1.152978, 0.337433, -0.797741, -0.337433, 1.059373, 0.881497, -0.483679, -0.24289, 0.121969, 0.149765]}
{"equation": "historical_emotional_temperature", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.18439, "crossing_density": -0.553482, "strand_entropy": 0.385249}, "eigenvalues": [-0.238386, -0.000635, 0.191933, 0.25128, -0.791652, -0.677589, 0.227361, 1.080411], "singular_values": [-0.238386, -1.080411, -0.215056, 0.150175, 0.791677, 0.362548, 0.329183, -0.330785], "vector": [0.0, 0.817861, -0.391294, -0.18439, -0.553482, 0.385249, -0.238386, -0.000635, 0.191933, 0.25128, -0.791652, -0.677589, 0.227361, 1.080411, -0.238386, -1.080411, -0.215056, 0.150175, 0.791677, 0.362548, 0.329183, -0.330785]}
{"equation": "historical_offload_efficiency", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": 1.643436, "spectral_gap": -1.402984, "crossing_density": -1.375797, "strand_entropy": -1.558064}, "eigenvalues": [-1.428259, 0.740624, -0.259056, -0.563588, 1.174477, -0.060472, -0.089538, 1.427763], "singular_values": [-1.428259, -1.427763, 0.077528, 0.838314, 0.320915, 0.014477, -1.119028, -0.831127], "vector": [0.0, -0.954171, 1.643436, -1.402984, -1.375797, -1.558064, -1.428259, 0.740624, -0.259056, -0.563588, 1.174477, -0.060472, -0.089538, 1.427763, -1.428259, -1.427763, 0.077528, 0.838314, 0.320915, 0.014477, -1.119028, -0.831127]}
{"equation": "overflow_gate", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.250966, "crossing_density": 0.268834, "strand_entropy": 0.385273}, "eigenvalues": [-0.283533, 0.078893, 1.143859, 1.816543, -0.342473, -0.060472, -0.878739, -0.744654], "singular_values": [-0.283533, 0.744654, 0.806175, 0.224004, 0.320915, 1.097237, 0.402452, 0.242136], "vector": [0.0, 0.817861, -0.391294, -0.250966, 0.268834, 0.385273, -0.283533, 0.078893, 1.143859, 1.816543, -0.342473, -0.060472, -0.878739, -0.744654, -0.283533, 0.744654, 0.806175, 0.224004, 0.320915, 1.097237, 0.402452, 0.242136]}
{"equation": "raw_cognitive_load", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.433458, "crossing_density": -0.553482, "strand_entropy": 0.38527}, "eigenvalues": [-0.538341, 0.038379, 1.143859, 0.023833, -1.259482, -0.060472, 0.737751, 0.304464], "singular_values": [-0.538341, -0.304464, -0.686285, 0.186393, 0.320915, 1.097237, 0.673777, -0.470441], "vector": [0.0, 0.817861, -0.391294, -0.433458, -0.553482, 0.38527, -0.538341, 0.038379, 1.143859, 0.023833, -1.259482, -0.060472, 0.737751, 0.304464, -0.538341, -0.304464, -0.686285, 0.186393, 0.320915, 1.097237, 0.673777, -0.470441]}
{"equation": "residual_stress", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.755049, "crossing_density": -0.553482, "strand_entropy": 0.385272}, "eigenvalues": [-0.819932, 0.297969, 0.78101, 0.695428, 0.128465, 0.136062, -0.822367, 0.360982], "singular_values": [-0.819932, -0.360982, 0.754129, 0.427381, 0.170991, 0.817193, -0.314212, -0.09106], "vector": [0.0, 0.817861, -0.391294, -0.755049, -0.553482, 0.385272, -0.819932, 0.297969, 0.78101, 0.695428, 0.128465, 0.136062, -0.822367, 0.360982, -0.819932, -0.360982, 0.754129, 0.427381, 0.170991, 0.817193, -0.314212, -0.09106]}
{"equation": "threshold", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.17904, "crossing_density": 0.268834, "strand_entropy": 0.385273}, "eigenvalues": [0.161043, 0.767633, 0.096447, 0.168897, -0.330039, -0.301554, -0.426243, -0.188892], "singular_values": [0.161043, 0.188892, 0.388399, 0.863388, 0.504822, 0.288852, -0.010832, -0.381369], "vector": [0.0, 0.817861, -0.391294, -0.17904, 0.268834, 0.385273, 0.161043, 0.767633, 0.096447, 0.168897, -0.330039, -0.301554, -0.426243, -0.188892, 0.161043, 0.188892, 0.388399, 0.863388, 0.504822, 0.288852, -0.010832, -0.381369]}
{"equation": "total_protective_load", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -1.021356, "crossing_density": -0.964639, "strand_entropy": 0.385267}, "eigenvalues": [-1.072445, 0.475031, -0.109216, 1.116293, -0.028515, -0.663176, 1.092739, 0.404549], "singular_values": [-1.072445, -0.404549, -0.718638, 0.299226, 0.780683, 0.130123, -0.045177, 0.020005], "vector": [0.0, 0.817861, -0.391294, -1.021356, -0.964639, 0.385267, -1.072445, 0.475031, -0.109216, 1.116293, -0.028515, -0.663176, 1.092739, 0.404549, -1.072445, -0.404549, -0.718638, 0.299226, 0.780683, 0.130123, -0.045177, 0.020005]}
{"equation": "trauma_adjusted_emotional_barrier", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -2.726203, "laplacian_zero_count": -0.391294, "spectral_gap": 2.900736, "crossing_density": 1.502307, "strand_entropy": 0.385273}, "eigenvalues": [2.025049, -3.351303, -2.528693, -0.563588, 1.174477, 3.215096, -0.452144, -1.519423], "singular_values": [2.025049, 1.519423, 0.412312, -2.960379, -2.177823, -1.737212, -1.119028, -0.831127], "vector": [0.0, -2.726203, -0.391294, 2.900736, 1.502307, 0.385273, 2.025049, -3.351303, -2.528693, -0.563588, 1.174477, 3.215096, -0.452144, -1.519423, 2.025049, 1.519423, 0.412312, -2.960379, -2.177823, -1.737212, -1.119028, -0.831127]}
{"equation": "trauma_adjusted_emotional_temperature", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": 1.643436, "spectral_gap": -1.888044, "crossing_density": -2.198113, "strand_entropy": -1.558257}, "eigenvalues": [-2.390869, 0.077392, -0.016668, -0.563588, 1.174477, 0.974607, 1.176535, 1.327678], "singular_values": [-2.390869, -1.327678, -1.091402, 0.222611, -0.468686, 0.201551, -1.119028, -0.831127], "vector": [0.0, -0.954171, 1.643436, -1.888044, -2.198113, -1.558257, -2.390869, 0.077392, -0.016668, -0.563588, 1.174477, 0.974607, 1.176535, 1.327678, -2.390869, -1.327678, -1.091402, 0.222611, -0.468686, 0.201551, -1.119028, -0.831127]}
{"equation": "trauma_adjusted_offload_efficiency", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.068155, "laplacian_zero_count": -0.391294, "spectral_gap": -0.610601, "crossing_density": 0.268834, "strand_entropy": 0.385272}, "eigenvalues": [-0.070044, 1.403855, 1.226124, -0.563588, -1.402473, -0.538705, -0.273888, 0.153749], "singular_values": [-0.070044, -0.153749, 0.247734, 1.454017, 0.685731, 1.160729, 0.779102, -0.831127], "vector": [0.0, -0.068155, -0.391294, -0.610601, 0.268834, 0.385272, -0.070044, 1.403855, 1.226124, -0.563588, -1.402473, -0.538705, -0.273888, 0.153749, -0.070044, -0.153749, 0.247734, 1.454017, 0.685731, 1.160729, 0.779102, -0.831127]}
{"equation": "trauma_adjusted_threshold", "label": "CognitiveLoadField", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": 1.040744, "crossing_density": 1.502307, "strand_entropy": 0.385273}, "eigenvalues": [1.199408, -0.275231, 0.397596, 1.513877, -0.205699, -0.640903, -2.323067, -0.416142], "singular_values": [1.199408, 0.416142, 2.139684, -0.104742, 0.763691, 0.521277, 0.208976, 0.145366], "vector": [0.0, 0.817861, -0.391294, 1.040744, 1.502307, 0.385273, 1.199408, -0.275231, 0.397596, 1.513877, -0.205699, -0.640903, -2.323067, -0.416142, 1.199408, 0.416142, 2.139684, -0.104742, 0.763691, 0.521277, 0.208976, 0.145366]}
{"equation": "core_equations", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": -0.391294, "spectral_gap": 1.26128, "crossing_density": 1.091149, "strand_entropy": 0.385273}, "eigenvalues": [0.998162, -1.226562, -0.075429, -0.563588, 1.174477, 0.690288, 0.777364, -2.252982], "singular_values": [0.998162, 2.252982, -0.722858, -0.9879, -0.251796, 0.1562, -1.119028, -0.831127], "vector": [0.0, -0.954171, -0.391294, 1.26128, 1.091149, 0.385273, 0.998162, -1.226562, -0.075429, -0.563588, 1.174477, 0.690288, 0.777364, -2.252982, 0.998162, 2.252982, -0.722858, -0.9879, -0.251796, 0.1562, -1.119028, -0.831127]}
{"equation": "field_mapping", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": -0.054208, "crossing_density": 0.268834, "strand_entropy": 0.385272}, "eigenvalues": [0.040143, 0.215441, 0.64733, 0.324707, 0.01345, -0.665797, 0.72861, -0.93658], "singular_values": [0.040143, 0.93658, -0.677845, 0.350767, 0.782682, 0.71402, -0.26384, -0.285699], "vector": [0.0, 0.817861, -0.391294, -0.054208, 0.268834, 0.385272, 0.040143, 0.215441, 0.64733, 0.324707, 0.01345, -0.665797, 0.72861, -0.93658, 0.040143, 0.93658, -0.677845, 0.350767, 0.782682, 0.71402, -0.26384, -0.285699]}
{"equation": "source_domain", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": 0.817861, "laplacian_zero_count": -0.391294, "spectral_gap": 1.334395, "crossing_density": 1.913465, "strand_entropy": 0.385273}, "eigenvalues": [1.744989, 0.053384, 0.18165, 1.786097, -2.123646, -1.710048, -1.105748, -0.047597], "singular_values": [1.744989, 0.047597, 1.015767, 0.981793, 1.018562, 0.668668, 0.993185, 0.611619], "vector": [0.0, 0.817861, -0.391294, 1.334395, 1.913465, 0.385273, 1.744989, 0.053384, 0.18165, 1.786097, -2.123646, -1.710048, -1.105748, -0.047597, 1.744989, 0.047597, 1.015767, 0.981793, 1.018562, 0.668668, 0.993185, 0.611619]}
{"equation": "target_domain", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.068155, "laplacian_zero_count": -0.391294, "spectral_gap": -0.098196, "crossing_density": -0.142324, "strand_entropy": 0.385272}, "eigenvalues": [0.159513, 0.560561, -0.259056, -0.563588, -0.002092, -1.417867, -0.089538, 1.238191], "singular_values": [0.159513, -1.238191, 0.077528, 0.671155, 1.356392, 0.014477, -0.252391, -0.831127], "vector": [0.0, -0.068155, -0.391294, -0.098196, -0.142324, 0.385272, 0.159513, 0.560561, -0.259056, -0.563588, -0.002092, -1.417867, -0.089538, 1.238191, 0.159513, -1.238191, 0.077528, 0.671155, 1.356392, 0.014477, -0.252391, -0.831127]}
{"equation": "heat_loss", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.068155, "laplacian_zero_count": -0.391294, "spectral_gap": -0.20995, "crossing_density": -0.142324, "strand_entropy": 0.38518}, "eigenvalues": [0.014892, 0.560561, -0.217924, -0.563588, -0.384438, -0.060472, 0.685951, -0.10176], "singular_values": [0.014892, 0.10176, -2.095753, -2.063291, -1.175329, -1.737212, 2.929094, 3.057252], "vector": [0.0, -0.068155, -0.391294, -0.20995, -0.142324, 0.38518, 0.014892, 0.560561, -0.217924, -0.563588, -0.384438, -0.060472, 0.685951, -0.10176, 0.014892, 0.10176, -2.095753, -2.063291, -1.175329, -1.737212, 2.929094, 3.057252]}
{"equation": "magnetic_projection", "label": "SignalShapedRouteCompiler", "features": {"zero_mode_proxy_count": 0.0, "rank_estimate": -0.954171, "laplacian_zero_count": 1.643436, "spectral_gap": 1.061549, "crossing_density": -0.142324, "strand_entropy": -1.558063}, "eigenvalues": [0.678313, -1.349605, -1.775085, -0.563588, 1.174477, 0.399418, 0.288303, 0.336256], "singular_values": [0.678313, -0.336256, -0.271322, -1.102126, -0.029908, -1.155583, -1.119028, -0.831127], "vector": [0.0, -0.954171, 1.643436, 1.061549, -0.142324, -1.558063, 0.678313, -1.349605, -1.775085, -0.563588, 1.174477, 0.399418, 0.288303, 0.336256, 0.678313, -0.336256, -0.271322, -1.102126, -0.029908, -1.155583, -1.119028, -0.831127]}
Reference in a new issue View git blame Copy permalink