Fig. 3: Inconsistency resolution.
From: Knowledge integration and decision support for accelerated discovery of antibiotic resistance genes
a Venn diagram showing the inconsistencies detected in the intermediate knowledge graph, where the inconsistency is defined as two or more sources supporting a conflicting fact. b The inconsistency resolution algorithm is iteratively trained using the intermediate knowledge graph. Once the training converges, it is used to select the triple with the higher belief among the inconsistencies. See Methods for more details. The blue and purple nodes represent gene and antibiotic, respectively. CRA denotes the predicate ‘confers resistance to antibiotic’, whereas ¬CRA denotes ‘confers no resistance to antibiotic’.
