{"schema_version":1,"page_version":"mp-office-page-v2","kind":"search-manifest","generated":"2026-07-02","office_slug":"lara-bird-arbroath-and-broughty-ferry","member_id":5449,"public_data_only":true,"source_note":"Compact retrieval manifest. Records are pointers into generated source shards and official Parliament sources, not quote-ready transcripts.","coverage":{"start":"2026-06-01","end":"2026-07-01","scope":"current office-data window"},"record_count":11,"source_counts":{"edms":2,"spoken-contributions":5,"votes":4},"size_budget":{"max_bytes":1000000,"max_records":2500,"sharding_strategy":"inline until the compact manifest exceeds 1 MB raw, then shard by source under search/"},"retrieval_policy":{"starts_after":["llm.md","data.json"],"progressive_disclosure":true,"official_source_deepening":true,"quote_safety":"Compact records are retrieval pointers. 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