public static KnowledgeGraphCentralityResults ComputeCentrality( 
   KnowledgeGraph kg,
   CIMKnowledgeGraphCentralityConfiguration configuration,
   CIMKnowledgeGraphSubGraph subGraph,
   IEnumerable<CentralityMeasure> centralityMeasures
)

{
  //using ArcGIS.Core.Data.Knowledge.Extensions;

  await QueuedTask.Run(() =>
  {
    //using(var kg = ....) {
    //take default settings...
    //undirected relationship interpretation
    //use default relationship importance = 0
    //use default relationship cost = 0
    //use default Multiedge factor = 0
    //no normalization
    var kg_config = new CIMKnowledgeGraphCentralityConfiguration();

    //include all entities from the kg in the subgraph
    //(no filters)
    var kg_subgraph = new CIMKnowledgeGraphSubGraph();

    //include all centrality measures
    CentralityMeasure[] measures = [
      CentralityMeasure.Degree,
CentralityMeasure.InDegree,
CentralityMeasure.OutDegree,
CentralityMeasure.Coreness,//Coreness only wks w/ undirected relates
CentralityMeasure.Betweenness,
CentralityMeasure.Closeness,
CentralityMeasure.Harmonic,
CentralityMeasure.Eigenvector,
CentralityMeasure.PageRank
    ];

    //compute centrality
    var kg_centrality_results = kg.ComputeCentrality(
                                      kg_config, kg_subgraph, measures);
    //TODO - process results
  });
}

{
  //using ArcGIS.Core.Data.Knowledge.Extensions;

  await QueuedTask.Run(() =>
  {
    //using(var kg = ....) {
    //use defaults...
    var kg_config = new CIMKnowledgeGraphCentralityConfiguration();

    //include all entities from the kg in the subgraph
    //(no filters)
    var kg_subgraph = new CIMKnowledgeGraphSubGraph();

    //include all centrality measures
    CentralityMeasure[] measures = [
      CentralityMeasure.Degree,
CentralityMeasure.InDegree,
CentralityMeasure.OutDegree,
CentralityMeasure.Coreness,
CentralityMeasure.Betweenness,
CentralityMeasure.Closeness,
CentralityMeasure.Harmonic,
CentralityMeasure.Eigenvector,
CentralityMeasure.PageRank
    ];

    //compute centrality
    var kg_centrality_results = kg.ComputeCentrality(
                                      kg_config, kg_subgraph, measures);
    //output results - results include measure scores for all entities
    //in all types in the subgraph
    System.Diagnostics.Debug.WriteLine("Centrality Results:");
    foreach (var named_type in kg_centrality_results.NamedTypes)
    {
      System.Diagnostics.Debug.WriteLine($"Named type: {named_type}");
      foreach (var uid in kg_centrality_results.GetUidsForNamedType(named_type))
      {
        //measure scores include one score per measure in the input measures array
        var scores = kg_centrality_results.Scores[uid];
        StringBuilder sb = new StringBuilder();
        var sep = "";
        //or use kg_centrality_results.Scores.Measures.Length
        //kg_centrality_results.Scores.Measures is there for convenience
        for (int m = 0; m < measures.Length; m++)
        {
          sb.Append($"{sep}{measures[m].ToString()}: {scores[m]}");
          sep = ", ";
        }
        System.Diagnostics.Debug.WriteLine($"  '{uid}' {sb.ToString()}");
      }
    }
  });
}

{
  //using ArcGIS.Core.Data.Knowledge.Extensions;

  await QueuedTask.Run(() =>
  {
    ///var kgConfig = ...;
    //var kgSubgraph = ...;
    //var measures = ...;
    //using(var kg = ...) {
    var results = kg.ComputeCentrality(kgConfig, kgSubgraph, measures);
    //loop through each (entity) named type (relates are never included in results)
    foreach (var named_type in results.NamedTypes)
    {
      //Get the entity uids for each named type
      foreach (var uid in results.GetUidsForNamedType(named_type))
      {
        //Get the scores for each uid via the [] indexer on "Scores"
        var scores = results.Scores[uid];
        //There is one score per measure in the input measures array
        //Note: results.Scores.Measures is also provided for convenience...
        //for (int m = 0; m < results.Scores.Measures.Length; m++)
        for (int m = 0; m < measures.Length; m++)
        {
          var score = scores[m];//score for the given measure
                                //TODO - use measure score

        }
      }
    }
  });
}