Memory Graph Relationships: Updates, Extensions, and Inferences

Memory graphs should be evaluated by how well their relationships represent changing, additive, and inferred facts rather than by the “graph” label alone. Updates such as an employer change require source and time information to distinguish current facts from historical evidence, while extensions should enrich existing records without being mistaken for replacements. Inferences derived from multiple observations should retain visible provenance and uncertainty and should not override authoritative information without review. Supermemory documents these relationship categories, but users should verify whether it supports the specific schema, traversal, and query capabilities their workload requires. Evaluation should also test relationship lifecycle behavior when sources are corrected, access is removed, or supporting documents are deleted, including effects on related records and cached answers. Entity resolution should be confirmed before interpreting links, and a practical pilot can test one update, one extension, and one inference while inspecting the evidence behind each result.

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