Knowledge graph script – outputs nodes as Wikidata IDs and Wikipedia URLs

[taiba-shamim]

The script create_knowledge_graph.py currently generates nodes labeled with Wikidata IDs (e.g., Qxxxx) and Wikipedia URLs rather than human readable terms

create_knowledge_graph.py https://github.com/semanticClimate/encyclopedia/blob/pmr202601/Examples/create_knowledge_graph.py

Input -encyclopedia_ClimateAcademy.html

output file-** Knowledge_graph_ClimateAcademy.graphml

Expected Behavior
Nodes in the knowledge graph should display terms (e.g., "Climate Change", "Greenhouse Gas") instead of raw Wikidata identifiers.

Current Behavior

• Nodes appear as:
  • Wikidata IDs (e.g., Q12345)
  • Wikipedia URLs

Snapshot of the issue