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Per the Qodo review: only string application ids are recorded in (and resolved through) _app_node_id_map. Internal ids are commonly integers, so an integer application id could collide with — and silently remap — a caller-supplied internal id of the same value. Also pass a labels list to create_node in the regression test, matching the API signature.