{"schema_version":1,"page_version":"mp-office-page-v1","kind":"places-index","generated":"2026-04-30","office_slug":"kirsteen-sullivan-bathgate-and-linlithgow","member_id":5179,"public_data_only":true,"source_note":"Deterministic place-routing index from public geography terms and Constituency Mention matched-term evidence.","coverage":{"start":"2024-07-04","end":"2026-04-30","scope":"post-2024-election constituency mention extract"},"place_generation":{"method":"deterministic geography terms plus generated constituency-mention matched terms","deterministic":true,"source_files":["geography/index.json","constituency-mentions/index.json"],"matching_rules_version":"constituency-mentions-v1"},"count":61,"places":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":53,"source_record_ref_count":53,"source_record_ref_limit":8,"source_record_refs_are_capped":true,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:13878414-E288-4A71-BCC1-22B953292F7E:4457","source":"constituency-mentions","date":"2026-04-16","title":"Business of the House","href":"constituency-mentions/2026-04.json","official_url":"https://hansard.parliament.uk/Commons/2026-04-16/debates/1C2E9F0D-A8EB-44F3-9751-0EA62A457023/BusinessOfTheHouse#contribution-13878414-E288-4A71-BCC1-22B953292F7E","confidence_band":"medium","is_own_member":false,"speaker":"Susan Murray (Mid Dunbartonshire) (LD)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:446D4C8E-5077-4BA1-BBAB-1EA9BE900499:4457","source":"constituency-mentions","date":"2026-04-13","title":"Statutory Menstrual Leave","href":"constituency-mentions/2026-04.json","official_url":"https://hansard.parliament.uk/Commons/2026-04-13/debates/20959D32-00D3-4F4E-91D4-F2C3FE68CA69/StatutoryMenstrualLeave#contribution-446D4C8E-5077-4BA1-BBAB-1EA9BE900499","confidence_band":"medium","is_own_member":false,"speaker":"The Parliamentary Under-Secretary of State for Business and Trade (Kate Dearden)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:3033D3CA-13E7-4C34-BA83-FA5D87D3DD0D:4457","source":"constituency-mentions","date":"2026-04-13","title":"Statutory Menstrual Leave","href":"constituency-mentions/2026-04.json","official_url":"https://hansard.parliament.uk/Commons/2026-04-13/debates/20959D32-00D3-4F4E-91D4-F2C3FE68CA69/StatutoryMenstrualLeave#contribution-3033D3CA-13E7-4C34-BA83-FA5D87D3DD0D","confidence_band":"medium","is_own_member":false,"speaker":"Bell Ribeiro-Addy (Clapham and Brixton Hill) (Lab)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:46856C33-9656-42CD-9089-7E9B0E2C50DE:4457","source":"constituency-mentions","date":"2026-03-12","title":"International Women’s Day","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-12/debates/3C2E769B-B98A-4204-9ECB-9094CD6D79FE/InternationalWomenSDay#contribution-46856C33-9656-42CD-9089-7E9B0E2C50DE","confidence_band":"medium","is_own_member":false,"speaker":"Ms Abena Oppong-Asare (Erith and Thamesmead) (Lab)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:23E75B44-83CB-4B3A-9E80-A8928E52F2AE:4457","source":"constituency-mentions","date":"2026-03-05","title":"Women’s Health Strategy: Endometriosis and Fibroids","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-05/debates/D39511A7-EE55-47D0-BAFA-F86CA4C2C6C5/WomenSHealthStrategyEndometriosisAndFibroids#contribution-23E75B44-83CB-4B3A-9E80-A8928E52F2AE","confidence_band":"medium","is_own_member":false,"speaker":"Ms Abena Oppong-Asare (Erith and Thamesmead) (Lab)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:BA40C2F5-F04B-46A7-AEA5-D76F8BD368BB:4457","source":"constituency-mentions","date":"2026-03-02","title":"Representation of the People Bill","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-02/debates/702183A9-7B57-487C-9634-BF459DB65DB2/RepresentationOfThePeopleBill#contribution-BA40C2F5-F04B-46A7-AEA5-D76F8BD368BB","confidence_band":"high","is_own_member":false,"speaker":"The Parliamentary Under-Secretary of State for Housing, Communities and Local Government (Samantha Dixon)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]},{"id":"local-mention:hansard:816C9BE7-9534-4B12-A079-072D96F60CBB:4457","source":"constituency-mentions","date":"2026-02-05","title":"Scottish Affairs Committee in 2024-25 and Industrial Transition","href":"constituency-mentions/2026-02.json","official_url":"https://hansard.parliament.uk/Commons/2026-02-05/debates/C21D6497-EDDE-4E49-BD8A-47C896F2A3BE/ScottishAffairsCommitteeIn202425AndIndustrialTransition#contribution-816C9BE7-9534-4B12-A079-072D96F60CBB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:3E7E7C54-24F2-49F7-9B85-85616E05C6E9:4457","source":"constituency-mentions","date":"2026-01-27","title":"Regional Funding","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-27/debates/AA531202-CEF1-428F-A72C-513D548C1E34/RegionalFunding#contribution-3E7E7C54-24F2-49F7-9B85-85616E05C6E9","confidence_band":"high","is_own_member":false,"speaker":"Rachel Reeves","matched_terms":[{"term":"Bathgate and Linlithgow","term_type":"constituency-name","source":"uk_parliament","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","uk_parliament"]}],"confidence_band_counts":{"high":30,"medium":23,"low":0,"rejected":0}},{"term":"Linlithgow","term_type":"town","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":19,"source_record_ref_count":19,"source_record_ref_limit":8,"source_record_refs_are_capped":true,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:18832A39-4497-4A38-AF78-19AB7C841ADB:4457","source":"constituency-mentions","date":"2026-03-18","title":"Social Enterprises and  Community Ownership","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-18/debates/155BC238-9C75-4128-9AEF-684BF7F24381/SocialEnterprisesAndCommunityOwnership#contribution-18832A39-4497-4A38-AF78-19AB7C841ADB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:D38920B1-D981-4CCB-A2CA-352A5E582C7E:4457","source":"constituency-mentions","date":"2026-02-05","title":"Business of the House","href":"constituency-mentions/2026-02.json","official_url":"https://hansard.parliament.uk/Commons/2026-02-05/debates/BA6831CD-4FD9-46C7-B23A-503403ED4280/BusinessOfTheHouse#contribution-D38920B1-D981-4CCB-A2CA-352A5E582C7E","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:816C9BE7-9534-4B12-A079-072D96F60CBB:4457","source":"constituency-mentions","date":"2026-02-05","title":"Scottish Affairs Committee in 2024-25 and Industrial Transition","href":"constituency-mentions/2026-02.json","official_url":"https://hansard.parliament.uk/Commons/2026-02-05/debates/C21D6497-EDDE-4E49-BD8A-47C896F2A3BE/ScottishAffairsCommitteeIn202425AndIndustrialTransition#contribution-816C9BE7-9534-4B12-A079-072D96F60CBB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:1520636A-EA38-426C-A8ED-6B1B63A3C818:4457","source":"constituency-mentions","date":"2026-01-27","title":"Regional Funding","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-27/debates/AA531202-CEF1-428F-A72C-513D548C1E34/RegionalFunding#contribution-1520636A-EA38-426C-A8ED-6B1B63A3C818","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:6FE0E1A9-9D03-4645-A257-4FF72D76D8AF:4457","source":"constituency-mentions","date":"2026-01-19","title":"Sale of Fireworks","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-19/debates/C0AE7A79-B8C1-4E33-8CB7-A9AAD98B62E6/SaleOfFireworks#contribution-6FE0E1A9-9D03-4645-A257-4FF72D76D8AF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:E10D8F78-A448-448D-A1A6-60E6A4AD5FBF:4457","source":"constituency-mentions","date":"2025-12-11","title":"St Andrew’s Day and Scottish Affairs","href":"constituency-mentions/2025-12.json","official_url":"https://hansard.parliament.uk/Commons/2025-12-11/debates/AF4338F5-A997-4336-8815-3B0369AED1E1/StAndrewSDayAndScottishAffairs#contribution-E10D8F78-A448-448D-A1A6-60E6A4AD5FBF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:34BA3ACB-017D-49C5-B879-E44A8AEDFC0D:4457","source":"constituency-mentions","date":"2025-12-02","title":"Pornography and Violence against Women","href":"constituency-mentions/2025-12.json","official_url":"https://hansard.parliament.uk/Commons/2025-12-02/debates/BA886545-0FD7-4C8A-8D81-298D4D1E6F08/PornographyAndViolenceAgainstWomen#contribution-34BA3ACB-017D-49C5-B879-E44A8AEDFC0D","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:64FFCA75-98CD-4551-B8AE-BAD912223634:4457","source":"constituency-mentions","date":"2025-06-19","title":"UK Infrastructure: 10-year Strategy","href":"constituency-mentions/2025-06.json","official_url":"https://hansard.parliament.uk/Commons/2025-06-19/debates/EE716619-BE7D-4FA3-9EA3-A7B3D67DD6EE/UKInfrastructure10YearStrategy#contribution-64FFCA75-98CD-4551-B8AE-BAD912223634","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Linlithgow","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":19,"medium":0,"low":0,"rejected":0}},{"term":"Bathgate","term_type":"town","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":18,"source_record_ref_count":18,"source_record_ref_limit":8,"source_record_refs_are_capped":true,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:6DC6AA2D-1D70-4B44-9515-FCBE12A0477E:4457","source":"constituency-mentions","date":"2026-03-24","title":"Personal Protective Equipment  (Inclusive Standards)","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-24/debates/C566DDE2-5DC2-4161-ADE4-D965B79239E8/PersonalProtectiveEquipmentInclusiveStandards#contribution-6DC6AA2D-1D70-4B44-9515-FCBE12A0477E","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:816C9BE7-9534-4B12-A079-072D96F60CBB:4457","source":"constituency-mentions","date":"2026-02-05","title":"Scottish Affairs Committee in 2024-25 and Industrial Transition","href":"constituency-mentions/2026-02.json","official_url":"https://hansard.parliament.uk/Commons/2026-02-05/debates/C21D6497-EDDE-4E49-BD8A-47C896F2A3BE/ScottishAffairsCommitteeIn202425AndIndustrialTransition#contribution-816C9BE7-9534-4B12-A079-072D96F60CBB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:1520636A-EA38-426C-A8ED-6B1B63A3C818:4457","source":"constituency-mentions","date":"2026-01-27","title":"Regional Funding","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-27/debates/AA531202-CEF1-428F-A72C-513D548C1E34/RegionalFunding#contribution-1520636A-EA38-426C-A8ED-6B1B63A3C818","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:6FE0E1A9-9D03-4645-A257-4FF72D76D8AF:4457","source":"constituency-mentions","date":"2026-01-19","title":"Sale of Fireworks","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-19/debates/C0AE7A79-B8C1-4E33-8CB7-A9AAD98B62E6/SaleOfFireworks#contribution-6FE0E1A9-9D03-4645-A257-4FF72D76D8AF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:E10D8F78-A448-448D-A1A6-60E6A4AD5FBF:4457","source":"constituency-mentions","date":"2025-12-11","title":"St Andrew’s Day and Scottish Affairs","href":"constituency-mentions/2025-12.json","official_url":"https://hansard.parliament.uk/Commons/2025-12-11/debates/AF4338F5-A997-4336-8815-3B0369AED1E1/StAndrewSDayAndScottishAffairs#contribution-E10D8F78-A448-448D-A1A6-60E6A4AD5FBF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:34BA3ACB-017D-49C5-B879-E44A8AEDFC0D:4457","source":"constituency-mentions","date":"2025-12-02","title":"Pornography and Violence against Women","href":"constituency-mentions/2025-12.json","official_url":"https://hansard.parliament.uk/Commons/2025-12-02/debates/BA886545-0FD7-4C8A-8D81-298D4D1E6F08/PornographyAndViolenceAgainstWomen#contribution-34BA3ACB-017D-49C5-B879-E44A8AEDFC0D","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:64FFCA75-98CD-4551-B8AE-BAD912223634:4457","source":"constituency-mentions","date":"2025-06-19","title":"UK Infrastructure: 10-year Strategy","href":"constituency-mentions/2025-06.json","official_url":"https://hansard.parliament.uk/Commons/2025-06-19/debates/EE716619-BE7D-4FA3-9EA3-A7B3D67DD6EE/UKInfrastructure10YearStrategy#contribution-64FFCA75-98CD-4551-B8AE-BAD912223634","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:C936F514-112B-4BE3-AAEC-6E7FAD73C5CB:4457","source":"constituency-mentions","date":"2025-05-14","title":"Digital Inclusion","href":"constituency-mentions/2025-05.json","official_url":"https://hansard.parliament.uk/Commons/2025-05-14/debates/63937FB2-D306-4770-AE45-104190B4B135/DigitalInclusion#contribution-C936F514-112B-4BE3-AAEC-6E7FAD73C5CB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bathgate","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":18,"medium":0,"low":0,"rejected":0}},{"term":"Blackburn","term_type":"town","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":4,"source_record_ref_count":4,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:18832A39-4497-4A38-AF78-19AB7C841ADB:4457","source":"constituency-mentions","date":"2026-03-18","title":"Social Enterprises and  Community Ownership","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-18/debates/155BC238-9C75-4128-9AEF-684BF7F24381/SocialEnterprisesAndCommunityOwnership#contribution-18832A39-4497-4A38-AF78-19AB7C841ADB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:6FE0E1A9-9D03-4645-A257-4FF72D76D8AF:4457","source":"constituency-mentions","date":"2026-01-19","title":"Sale of Fireworks","href":"constituency-mentions/2026-01.json","official_url":"https://hansard.parliament.uk/Commons/2026-01-19/debates/C0AE7A79-B8C1-4E33-8CB7-A9AAD98B62E6/SaleOfFireworks#contribution-6FE0E1A9-9D03-4645-A257-4FF72D76D8AF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:D222B2B4-F559-4A87-9B86-6F81A589F371:4457","source":"constituency-mentions","date":"2024-10-24","title":"Black History Month","href":"constituency-mentions/2024-10.json","official_url":"https://hansard.parliament.uk/Commons/2024-10-24/debates/153BC5EC-49EF-40D9-8419-F9692220F4EB/BlackHistoryMonth#contribution-D222B2B4-F559-4A87-9B86-6F81A589F371","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":4,"medium":0,"low":0,"rejected":0}},{"term":"Whitburn","term_type":"town","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":3,"source_record_ref_count":3,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:18832A39-4497-4A38-AF78-19AB7C841ADB:4457","source":"constituency-mentions","date":"2026-03-18","title":"Social Enterprises and  Community Ownership","href":"constituency-mentions/2026-03.json","official_url":"https://hansard.parliament.uk/Commons/2026-03-18/debates/155BC238-9C75-4128-9AEF-684BF7F24381/SocialEnterprisesAndCommunityOwnership#contribution-18832A39-4497-4A38-AF78-19AB7C841ADB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Whitburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:D222B2B4-F559-4A87-9B86-6F81A589F371:4457","source":"constituency-mentions","date":"2024-10-24","title":"Black History Month","href":"constituency-mentions/2024-10.json","official_url":"https://hansard.parliament.uk/Commons/2024-10-24/debates/153BC5EC-49EF-40D9-8419-F9692220F4EB/BlackHistoryMonth#contribution-D222B2B4-F559-4A87-9B86-6F81A589F371","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Whitburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Whitburn","term_type":"town","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":3,"medium":0,"low":0,"rejected":0}},{"term":"Winchburgh","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":3,"source_record_ref_count":3,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:64FFCA75-98CD-4551-B8AE-BAD912223634:4457","source":"constituency-mentions","date":"2025-06-19","title":"UK Infrastructure: 10-year Strategy","href":"constituency-mentions/2025-06.json","official_url":"https://hansard.parliament.uk/Commons/2025-06-19/debates/EE716619-BE7D-4FA3-9EA3-A7B3D67DD6EE/UKInfrastructure10YearStrategy#contribution-64FFCA75-98CD-4551-B8AE-BAD912223634","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Winchburgh","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:41E79D62-8DDD-483E-854F-BD19CDD67D2D:4457","source":"constituency-mentions","date":"2025-01-08","title":"Scotland: Transport Links","href":"constituency-mentions/2025-01.json","official_url":"https://hansard.parliament.uk/Commons/2025-01-08/debates/0C0A54D0-155A-43FA-A858-6449CC9B50C9/ScotlandTransportLinks#contribution-41E79D62-8DDD-483E-854F-BD19CDD67D2D","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Winchburgh","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Winchburgh","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":3,"medium":0,"low":0,"rejected":0}},{"term":"Blackness","term_type":"village","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":2,"source_record_ref_count":2,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:3D03D3C2-4226-4E7A-9D7D-CE9E865144AB:4457","source":"constituency-mentions","date":"2026-02-12","title":"Topical Questions","href":"constituency-mentions/2026-02.json","official_url":"https://hansard.parliament.uk/Commons/2026-02-12/debates/53C34B9A-F0A9-464A-9EC7-8B4BD51815B9/TopicalQuestions#contribution-3D03D3C2-4226-4E7A-9D7D-CE9E865144AB","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan","matched_terms":[{"term":"Blackness","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackness","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":2,"medium":0,"low":0,"rejected":0}},{"term":"Kinneil","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":2,"source_record_ref_count":2,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:E10D8F78-A448-448D-A1A6-60E6A4AD5FBF:4457","source":"constituency-mentions","date":"2025-12-11","title":"St Andrew’s Day and Scottish Affairs","href":"constituency-mentions/2025-12.json","official_url":"https://hansard.parliament.uk/Commons/2025-12-11/debates/AF4338F5-A997-4336-8815-3B0369AED1E1/StAndrewSDayAndScottishAffairs#contribution-E10D8F78-A448-448D-A1A6-60E6A4AD5FBF","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Kinneil","term_type":"suburban area","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]},{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Kinneil","term_type":"suburban area","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":2,"medium":0,"low":0,"rejected":0}},{"term":"Blackridge","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Blackridge","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Bridgend","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Bridgend","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Newton","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Newton","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Philpstoun","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Philpstoun","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Seafield","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Seafield","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Torphichen","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Torphichen","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Westfield","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Westfield","term_type":"village","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Whiteside","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":1,"source_record_ref_count":1,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","source_record_refs":[{"id":"local-mention:hansard:734C2F0A-DD00-4440-9FA1-19062E6042B9:4457","source":"constituency-mentions","date":"2024-07-26","title":"Making Britain a Clean Energy Superpower","href":"constituency-mentions/2024-07.json","official_url":"https://hansard.parliament.uk/Commons/2024-07-26/debates/DE888DA6-F3CE-4579-9CB6-258AA3EA5222/MakingBritainACleanEnergySuperpower#contribution-734C2F0A-DD00-4440-9FA1-19062E6042B9","confidence_band":"high","is_own_member":true,"speaker":"Kirsteen Sullivan (Bathgate and Linlithgow) (Lab/Co-op)","matched_terms":[{"term":"Whiteside","term_type":"suburban area","source":"os_open_names_2026_04","ambiguity_status":"ambiguous"}],"requires_official_source_before_quote":true,"official_source_use":"Open Hansard to verify local-match context and exact wording.","text_completeness":"compact","attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"]}],"confidence_band_counts":{"high":1,"medium":0,"low":0,"rejected":0}},{"term":"Abercorn","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Armadale","term_type":"town","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Ballencrieff Toll","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Barbauchlaw","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Bathville","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Belsyde","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Belvedere","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Blaeberryhill","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Bo'ness","term_type":"town","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Boghall","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Bonhard Terrace","term_type":"other settlement","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Borrowstoun","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Borrowstoun Mains","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Bridge Castle","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Bridgeness","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Carriden","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Castleloan","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Corbiehall","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Croftmalloch","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Deanfield","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"East Whitburn","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Falside","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Faucheldean","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Glenmavis","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Grahamsdyke","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Grangepans","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Guildiehaugh","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Kingscavil","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Linlithgow Bridge","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Maidenpark","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Mayfield","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Mingle","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Muirhouses","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Newtown","term_type":"suburban area","county":"Falkirk","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Old Philpstoun","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Parkhead","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Paulville","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Standhill","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Strathloanhead","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Threemiletown","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Wester Dechmont","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Wester Orchiltree","term_type":"other settlement","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Westrigg","term_type":"village","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Windyknowe","term_type":"suburban area","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"not-reviewed","routing_guidance":"Check matched terms and Hansard context before reuse.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}},{"term":"Woodend","term_type":"hamlet","county":"West Lothian","source":"os_open_names_2026_04","ambiguity_status":"ambiguous","routing_guidance":"Ambiguous term; check matched evidence and Hansard context.","mention_count":0,"source_record_ref_count":0,"source_record_ref_limit":8,"source_record_refs_are_capped":false,"all_source_records_href":"constituency-mentions/index.json","confidence_band_counts":{"high":0,"medium":0,"low":0,"rejected":0}}],"attribution_keys":["ons_wpc_2024","os_open_names_2026_04","uk_parliament"],"limitations":["Place matches are routing evidence, not standalone proof of local relevance.","Ambiguous and not-reviewed terms require Hansard context checks before reuse.","Place source_record_refs are capped for compact routing; open all_source_records_href and month shards for exhaustive other-speaker or all-mention reviews."]}