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KNOWLEDGE-GRAPHS-FOR-AI4 MIN READ

SPARQL Pattern Cards

Recall when to use core SPARQL query patterns for graph-backed AI retrieval.

When do you use a basic triple pattern? Required relationship. When the answer requires entities that definitely have a relationship. Example: customers with active contracts and assigned plans. OPTIONAL or FILTER? Context vs constraint Use OPTIONAL for helpful context and FILTER for required criteria. The model can infer the path if we retrieve enough text. Path objection The question depends on customer -> contract -> plan -> feature. Your line If the answer depends on a path, query the path first. Then let the model explain the returned evidence. Long context turns a database join into a language task. It…

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