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FAIRSCAPE is a framework for reusable cloud-based computations using ARK identifiers with rich provenance in an evidence graph and the Evidence Graph Ontology (EVI). The command line fairscape-cli uses RO-Crate and BagIt for data validation and packaging in FAIRSCAPE. This approach is used for Cell Maps for AI (CM4AI), a part of NIH’s Bridge2AI program.