examples_data/node_grouping_summary_20251027_173749.json

{
  "timestamp": "2025-10-27T17:37:49.264114",
  "n_features": 39,
  "n_unique_names": 13,
  "class_distribution": {
    "Semantic": 19,
    "Say \"X\"": 16,
    "Relationship": 4
  },
  "thresholds_used": {
    "dict_peak_consistency_min": 0.8,
    "dict_n_distinct_peaks_max": 1,
    "sayx_func_vs_sem_min": 50.0,
    "sayx_conf_f_min": 0.9,
    "sayx_layer_min": 7,
    "rel_sparsity_max": 0.45,
    "sem_layer_max": 3,
    "sem_conf_s_min": 0.5,
    "sem_func_vs_sem_max": 50.0
  },
  "top_supernodes": [
    {
      "Supernode Name": "Say (Austin)",
      "N Features": 11,
      "Class": "Say \"X\"",
      "Layer Range": "7-22",
      "Total Influence": 0.0353794395923608
    },
    {
      "Supernode Name": "is",
      "N Features": 7,
      "Class": "Semantic",
      "Layer Range": "0",
      "Total Influence": 0.031936526298522595
    },
    {
      "Supernode Name": "Texas",
      "N Features": 5,
      "Class": "Semantic",
      "Layer Range": "0-20",
      "Total Influence": 0.026877701282500898
    },
    {
      "Supernode Name": "(Texas) related",
      "N Features": 2,
      "Class": "Relationship",
      "Layer Range": "1",
      "Total Influence": 0.017734050750732297
    },
    {
      "Supernode Name": "Dallas",
      "N Features": 3,
      "Class": "Semantic",
      "Layer Range": "1-22",
      "Total Influence": 0.0116648375988004
    },
    {
      "Supernode Name": "Say (capital)",
      "N Features": 4,
      "Class": "Say \"X\"",
      "Layer Range": "12-20",
      "Total Influence": 0.010599523782729901
    },
    {
      "Supernode Name": "(capital) related",
      "N Features": 1,
      "Class": "Relationship",
      "Layer Range": "1",
      "Total Influence": 0.0095889568328857
    },
    {
      "Supernode Name": "(containing) related",
      "N Features": 1,
      "Class": "Relationship",
      "Layer Range": "1",
      "Total Influence": 0.0067475140094757
    },
    {
      "Supernode Name": "capital",
      "N Features": 1,
      "Class": "Semantic",
      "Layer Range": "0",
      "Total Influence": 0.0027363300323486
    },
    {
      "Supernode Name": "of",
      "N Features": 1,
      "Class": "Semantic",
      "Layer Range": "0",
      "Total Influence": 0.0027021169662475
    }
  ]
}