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ngSet.delete() updates the local reactive set but does not persist to the broker. Use ng.sparql_update() with SPARQL DELETE WHERE to remove RDF triples directly — the broker sends back a GraphOrmUpdate that reactively removes the item from the ORM set. The two methods must not be combined as they conflict in the CRDT. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>