Victoria Atkins' MP Office Data Index for LLMs

What This Page Is For

This generated page is the office workflow hand-off for local LLMs such as Copilot or Claude. It is not an official MP website or an endorsement. The page explains the available sources, and the data links split votes, spoken contributions, written questions, EDMs, constituency mentions, geography terms, and current office reference data into smaller JSON files.

The intended use is: read llm.md, fetch data.json, then open only the source index and month file relevant to the user request.

Coverage Summary

0Written questions in own-activity scope

7Spoken contributions in own-activity scope

67Votes in own-activity scope

55Constituency mentions in local-evidence scope

Own MP activity covers 3 Feb 2026 to 28 Apr 2026 where available. Constituency mentions cover 4 Jul 2024 to 30 Apr 2026.

Coverage Scope

current office-data window. Own MP activity counts use the current office-data window, not a full since-2024 election total. Use date filters in the tracker or official source links for older own-MP activity.

For older own-MP votes, speeches, written questions, and EDMs, the tracker can run bounded live lookups against public Parliament sources.

Current Office Reference Data

Open current-snapshot/index.json for the underlying awaiting-answer written questions, registered interests summary, committee records, and bill records.

0Awaiting written-question answerscurrent office snapshot

6Registered interestslatest register snapshot

5Committee recordscurrent office snapshot

4Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Victoria Atkins in the broader tracker for profile panels, date filters, and tracker-backed older-history tools where available.

Open tracker profile

Build source-backed briefing

Use the tracker briefing builder for draft blocks from tracker-held speeches, written questions, votes, and EDMs. Constituency-mention JSON on this page is separate; open it from the LLM Data Map when local evidence is needed.

Open briefing builder

Votes differing from Conservative majority

4 recorded votes where Victoria Atkins' vote differed from the Conservative majority in the tracker voting-pattern dataset. This does not mean zero votes; total votes in this page's own-activity scope: 67. This is descriptive context, not a score.

Check selected-party vote differences

LLM Data Map

Open this	Use it for	Records
Search manifest	Fast topic, status, source, and official-URL triage before opening source shards.	80 records
Topic bundles	Deterministic cross-source evidence bundles with official-source deepening guidance.	6 topics
Places index	Place-first routing for Constituency Mentions with ambiguity and confidence signals.	250 places
Open follow-ups	Canonical awaiting-answer written-question queue reconciled from current office data and generated own-activity records.Scope: current office snapshot reconciled against generated own-activity records. Coverage dates: 2026-01-30 to 2026-04-30.Canonical public follow-up queue for written questions still awaiting answer; open the official question URL for live status and answer text.	0 records
Written questions	Written questions tabled by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 to 2026-04-28.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded.	0 records
Spoken contributions	Hansard spoken contributions by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 to 2026-04-28.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.	7 records
Votes	Commons divisions recorded for the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 to 2026-04-28.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context.	67 records
Early Day Motions	Early Day Motions signed by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 to 2026-04-28.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text.	0 records
Constituency mentions	Hansard contributions matched to the constituency name or mapped local places.Scope: post-2024-election constituency mention extract. Coverage dates: 2024-07-04 to 2026-04-30.Evidence-ranked Hansard matches include match basis, confidence, signals, matched terms, and official URL; check context before reuse.	55 records
Geography terms	Constituency name and source-derived place terms used for Constituency Mentions.Constituency name and public source-derived place terms used to find Constituency Mentions; no boundary geometry is embedded.	250 terms
Current office reference data	Awaiting written-question answers, registered interests, committee records, and bill records from the current office snapshot.Scope: current office snapshot. Coverage dates: 2026-01-30 to 2026-04-30.Current office reference data from the office snapshot. The count is the sum of component records: awaiting written-question answers, registered interests, committee records, and bill records.	15 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Louth and Horncastle, keeps match evidence such as matched terms and confidence, and links back to the Hansard contribution so the office can check context before reuse.

Mapped place terms used for matching (249)

These constituency place terms are searched alongside the constituency name. Open geography/index.json for the machine-readable list with source metadata. Check matched mentions against the linked Hansard context before reuse.

Hamlet

Ailbyhamlet
Asgarbyhamlet
Asserbyhamlet
Asserby Turnhamlet
Bag Enderbyhamlet
Belleauhamlet
Boswellhamlet
Burwellhamlet
Calcebyhamlet
Calcethorpehamlet
Castle Carltonhamlet
Claxby Pluckacrehamlet
Dalderbyhamlet
Dovendalehamlet
Dribyhamlet
Driby Tophamlet
Eskhamhamlet
Far Thorpehamlet
Fordingtonhamlet
Furzehillshamlet
Gayton le Woldhamlet
Girsbyhamlet
Girsby Valehamlet
Grainsbyhamlet
Great Sturtonhamlet
Grimblethorpehamlet
Hagnabyhamlet
Hagnaby Lockhamlet
Hallingtonhamlet
Hannahhamlet
Harebyhamlet
Harringtonhamlet
Haughhamlet
Haughamhamlet
High Toyntonhamlet
Holbeckhamlet
Kelsternhamlet
Ketsbyhamlet
Kirkby Fensidehamlet
Langtonhamlet
Langton by Wragbyhamlet
Little Grimsbyhamlet
Low Hameringhamhamlet
Low Toyntonhamlet
Ludneyhamlet
Lusbyhamlet
Maidenwellhamlet
Market Staintonhamlet
Martinhamlet
Mid Thorpehamlet
Moor Sidehamlet
Moorhouseshamlet
Muckton Bottomhamlet
North Elkingtonhamlet
North Endhamlet
North Restonhamlet
Oxcombehamlet
Pantonhamlet
Raithbyhamlet
Reedhamhamlet
Reeds Beckhamlet
Rigsbyhamlet
Rucklandhamlet
Scupholmehamlet
Somersbyhamlet
Strubbyhamlet
Tetney Lockhamlet
Theddlethorpe All Saintshamlet
Thoresthorpehamlet
Thorntonhamlet
Three Bridgeshamlet
Toft Hillhamlet
Tothbyhamlet
Tothillhamlet
Toynton Fen Sidehamlet
Tumbyhamlet
Waithehamlet
Walmsgatehamlet
West Barkwithhamlet
West Endhamlet
White Pithamlet
Wilksbyhamlet
Will Rowhamlet
Worlabyhamlet
Wragholmehamlet
Wyhamhamlet

Other Settlement

Ashby Puerorumother settlement
Asterbyother settlement
Aswardbyother settlement
Biscathorpeother settlement
Cadebyother settlement
Cawkwellother settlement
Claythorpeother settlement
Conisholmeother settlement
Dalbyother settlement
Donna Nookother settlement
Edlingtonother settlement
Farforthother settlement
Farlesthorpeother settlement
Gautbyother settlement
Greethamother settlement
Hagnabyother settlement
Hameringhamother settlement
Harden's Gapother settlement
Hattonother settlement
Keddingtonother settlement
Kirksteadother settlement
Langtonother settlement
Maltbyother settlement
Markbyother settlement
Mavis Enderbyother settlement
Miami Beach Estateother settlement
Miningsbyother settlement
Moorbyother settlement
Mucktonother settlement
North Cockeringtonother settlement
North Ormsbyother settlement
Old Woodhallother settlement
Ranbyother settlement
Salmonbyother settlement
Saltfleetby St Clementother settlement
Sandy Bankother settlement
Scrafieldother settlement
Scrivelsbyother settlement
Skidbrookeother settlement
Skidbrooke North Endother settlement
Sotbyother settlement
South Ormsbyother settlement
South Thoresbyother settlement
Stainsbyother settlement
Stenigotother settlement
Stewtonother settlement
Sutterbyother settlement
Thorpeother settlement
Thurlbyother settlement
Troutbeckother settlement
Waddingworthother settlement
Wincebyother settlement
Wispingtonother settlement
Withcallother settlement
Woodthorpeother settlement

Suburban Area

Hundlebysuburban area
Roughton Moorsuburban area

Town

Horncastletown
Louthtown
Mablethorpetown
Spilsbytown
Woodhall Spatown
Wragbytown

Village

Abyvillage
Alfordvillage
Alvinghamvillage
Authorpevillage
Baumbervillage
Beesbyvillage
Belchfordvillage
Benniworthvillage
Bilsbyvillage
Binbrookvillage
Brinkhillvillage
Bucknallvillage
Burgh on Bainvillage
Coningsbyvillage
Covenham St Bartholomewvillage
Covenham St Maryvillage
Dogdykevillage
Donington on Bainvillage
East Barkwithvillage
East Kealvillage
East Kirkbyvillage
Fotherbyvillage
Fulletbyvillage
Fulstowvillage
Gayton le Marshvillage
Goulcebyvillage
Grainthorpevillage
Great Carltonvillage
Grimoldbyvillage
Hagworthinghamvillage
Haintonvillage
Halthamvillage
Halton Fensidevillage
Halton Holegatevillage
Hawthorn Hillvillage
Hemingbyvillage
Holton le Clayvillage
Horsingtonvillage
Hundle Housesvillage
Huttoftvillage
Keal Cotesvillage
Kirkby on Bainvillage
Legbournevillage
Little Carltonvillage
Little Cawthorpevillage
Ludboroughvillage
Ludfordvillage
Maltby le Marshvillage
Manbyvillage
Mareham le Fenvillage
Mareham on the Hillvillage
Marshchapelvillage
Mintingvillage
New Yorkvillage
North Cockeringtonvillage
North Cotesvillage
North Somercotesvillage
North Thoresbyvillage
Old Bolingbrokevillage
Partneyvillage
Raithby by Spilsbyvillage
Revesbyvillage
Roughtonvillage
Salebyvillage
Saltfleetvillage
Saltfleetby All Saintsvillage
Saltfleetby St Petervillage
Sandilandsvillage
Sausthorpevillage
Scamblesbyvillage
Scrub Hillvillage
South Cockeringtonvillage
South Elkingtonvillage
South Restonvillage
South Somercotesvillage
South Willinghamvillage
Stickfordvillage
Stixwouldvillage
Strubbyvillage
Sutton on Seavillage
Swabyvillage
Tathwellvillage
Tattershallvillage
Tattershall Thorpevillage
Tetfordvillage
Tetneyvillage
Theddlethorpe St Helenvillage
Thimblebyvillage
Toynton All Saintsvillage
Toynton St Petervillage
Trusthorpevillage
Tumby Woodsidevillage
Utterbyvillage
Welton le Woldvillage
West Ashbyvillage
West Kealvillage
West Torringtonvillage
Withernvillage
Wood Enderbyvillage
Yarburghvillage

Facet counts overlap: one contribution can be counted in more than one match category.

0Contributions by this MP

55Contributions by other speakers

55Constituency-name matches

8Mapped-place term matches

47Lower-confidence matches to check

Recent Examples

These are not a separate date-range sample. Each panel shows up to four most recent records from that source index. Open the relevant source index for the full coverage dates and month files.

Written Questions

No records in this generated extract for the stated coverage dates.

Spoken Contributions

Constituency Mentions

Draft Conservation of Habitats and Species (Offshore Wind) (Amendment etc.) Regulations 202627 Apr 2026
Topical Questions19 Mar 2026
Finance (No. 2) Bill11 Mar 2026
Type 1 Diabetes: Infant Testing9 Mar 2026

Important Limits

This is descriptive public-data infrastructure for an office workflow. It is not a score, a ranking, or a judgement of parliamentary performance. Constituency Mention matches should be checked against the linked source before being used in casework, newsletters, or public copy.

Compact JSON records are retrieval pointers, not complete source transcripts. Open the official URLs before quoting written answers, Hansard wording, EDM motion text, or register details.