SSONDE is a framework for calculating semantic similarity between ontology instances represented as linked data. It provides an asymmetric similarity score that emphasizes containment relationships between instances. SSONDE operates at the application layer and assumes integration steps like ontology alignment have already occurred. It has been applied to compare researchers based on publications and interests, and habitats based on hosted species. The framework supports configurable similarity contexts and caching to optimize performance on large linked datasets.