[{'Text': 'Edited point-topic-mcp/src/point_topic_mcp/tools/gbs_tools.py:\n\n```diff\n@@ -136,7 +136,7 @@\n      "as": "period_summary"}}]\n \n OPERATOR FAMILIES (multiple entities for same brand):\n-  BT Group — the holding company. Stats cover retail broadband subscribers.\n+  BT Group (662ff7a3f9d5751ffbf300f6) — the holding company. Stats cover retail broadband subscribers.\n   BT Wholesale Business — wholesale arm. Completely separate operator/entity.\n   Virgin Media O2 — consumer side. Virgin Media Business — B2B side.\n   TalkTalk vs TalkTalk Business — residential vs business arms.\n\n```'}]