This PDF file includes:

• Supplementary Text
  
• table S1. Notation used in Supplementary Text A.
  
• table S2. Notation used in Supplementary Text B.
  
• table S3. Lazega Lawyers: BESTest P values.
  
• table S4. Malaria: BESTest P values for parasite origin metadata.
  
• table S5. Malaria: BESTest P values for CP group metadata.
  
• table S6. Malaria: BESTest P values for UPS metadata.
  
• table S7. Notation used in the Supplementary Text.
  
• table S8. Normalized mutual information for partitions in fig. S6.
  
• table S9. Adjusted mutual information for partitions in fig. S6.
  
• fig. S1. The results of the neoSBM and the degree-corrected neoSBM on the
  Karate Club network.
  
• fig. S2. Results of the neoSBM on the malaria var gene network at locus one
  (“malaria 1”) using UPS metadata.
  
• fig. S3. Results of the neoSBM on the malaria var gene network at locus six
  (“malaria 6”) using UPS metadata.
  
• fig. S4. The block interaction matrix used to generate synthetic networks.
  
• fig. S5. Distributions of permuted partition entropies are negatively skewed.
  
• fig. S6. The five distinct ways to partition three nodes.
  
• References (53–60)

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