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Is their a similar connection from algebra to hyper-graph (semantic graphs)?

Hypergraphs can be represented with Incidence Matrices

the same algebra applies and GraphBLAS works well with them!

Thanks, I get it, instead of using only 0 and 1, use the index to indicate which property, and the index is also a node in the graph.