Some resources are available from https://github.com/md-k-sarker/ECII-Pipeline.

A knowledge graph generated from the Wikipedia category hierarchy: https://mdkzaman.com/knowledge-graph-from-wikipedia-category-hierarchy/  - direct download of resulting hierarchy and hierarchy with corresponding Wikipedia page references.