A knowledge graph for standard carbonate microfacies and its application in the automatical reconstruction of the relative sea-level curve

•The concepts, attributes and interrelations of carbonate microfacies and construction of ontology.•Knowledge graph constructed by using the ontology layer and entity layer.•Application algorithm for identifying microfacies and reconstructing relative sea-curve.•The relative sea level curve at the end of Ediacaran is reconstructed.