Maximum-Entropy Relational Block Kernel / bench_report.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "bench_version": 1,
  3  "track": "relational_block_graph",
  4  "model": "shared_node_encoder",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
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 48      {
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100    ],
101    "p_value": 0.38515,
102    "mde": 0.004627252745979375,
103    "mde_rel_pct": 2.374313228662745,
104    "verdict": "no measurable effect",
105    "system_worked": false
106  },
107  "mechanism_signature": {
108    "prediction_vs_observed": {
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114    },
115    "trained_model_parameter_counts": {
116      "baseline": 1996,
117      "idea": 937
118    },
119    "confirmed": true,
120    "note": "Signature is measured on held-out predictions of trained paired systems; confirmed means the block system produces finite, label-calibrated relational predictions."
121  },
122  "idea_sweep": [
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185    }
186  ],
187  "custom_track": {
188    "name": "relational_block_graph",
189    "file": "graph_track.py",
190    "domain": "graph-nn"
191  }
192}