Knowledge graphs have spiked recently in popular use, for example in retrieval augmented generation (RAG) methods used to mitigate hallucination in LLMs. Graphs emphasize relationships in data, adding semantics – more so than with SQL or vector databases. However, data quality issues can degrade ...