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
Own MP activity covers 2 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.
Broader Tracker Workflows
Review date-filtered activity
Open Sir Alec Shelbrooke in the broader tracker for profile panels, date filters, and tracker-backed older-history tools where available.
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.
Votes differing from Conservative majority
0 recorded votes where Sir Alec Shelbrooke's 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: 58. This is descriptive context, not a score.
LLM Data Map
| Open this | Use it for | Records |
|---|---|---|
| Search manifest | Fast topic, status, source, and official-URL triage before opening source shards. | 133 records |
| Topic bundles | Deterministic cross-source evidence bundles with official-source deepening guidance. | 5 topics |
| Places index | Place-first routing for Constituency Mentions with ambiguity and confidence signals. | 152 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: 2026-02-02 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. | 10 records |
| Spoken contributions | Hansard spoken contributions by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-02 to 2026-04-28.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text. | 55 records |
| Votes | Commons divisions recorded for the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-02 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. | 58 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: 2026-02-02 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. | 63 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. | 152 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. | 13 records across components |
Constituency Mentions
Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Wetherby and Easingwold, 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 (151)
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
- Angramhamlet
- Beningbroughhamlet
- Birdforthhamlet
- Branton Greenhamlet
- Cattertonhamlet
- Chapel Hillhamlet
- Cross Laneshamlet
- Dalbyhamlet
- Dunkeswickhamlet
- Flawithhamlet
- Great Thirklebyhamlet
- Grimstonhamlet
- Hambletonhamlet
- High Kilburnhamlet
- Holme Greenhamlet
- Hutton Wandesleyhamlet
- Kearbyhamlet
- Kiddal Lane Endhamlet
- Little Fentonhamlet
- Low Weardleyhamlet
- Marton-in-the-Foresthamlet
- Milbyhamlet
- Moor Monkton Moorhamlet
- North Deightonhamlet
- Norton-le-Clayhamlet
- Oulstonhamlet
- Overtonhamlet
- Oxtonhamlet
- Plumpton Rockshamlet
- Seaveshamlet
- Skewsbyhamlet
- Stearsbyhamlet
- Thorpe Underwoodhamlet
- Toulstonhamlet
- Upper Dunsforthhamlet
- Walshfordhamlet
- Whenbyhamlet
- Youltonhamlet
Other Settlement
- Acaster Selbyother settlement
- Barrowbyother settlement
- Colton Lane Endother settlement
- Fawdingtonother settlement
- High Weardleyother settlement
- Lothertonother settlement
- Moor Endother settlement
- Nun Appletonother settlement
- Pottertonother settlement
- Steetonother settlement
Suburban Area
- Arthursdalesuburban area
- Deighton Gatessuburban area
- Hallfieldsuburban area
- Islingtonsuburban area
- Micklethwaite Villagesuburban area
- Moorsidesuburban area
- Raby Parksuburban area
Town
- Boroughbridgetown
- Easingwoldtown
- Tadcastertown
- Wetherbytown
Village
- Aberfordvillage
- Aldboroughvillage
- Aldwarkvillage
- Alnevillage
- Appleton Roebuckvillage
- Bardseyvillage
- Barkston Ashvillage
- Barwick in Elmetvillage
- Bickertonvillage
- Bigginvillage
- Bilbroughvillage
- Bilton in Ainstyvillage
- Bishop Monktonvillage
- Bolton Percyvillage
- Boston Spavillage
- Braffertonvillage
- Bramhamvillage
- Brandsbyvillage
- Carlton Husthwaitevillage
- Cattalvillage
- Church Fentonvillage
- Cliffordvillage
- Collinghamvillage
- Coltonvillage
- Cowthorpevillage
- Coxwoldvillage
- Craykevillage
- Cundallvillage
- East Keswickvillage
- Farlingtonvillage
- Follifootvillage
- Graftonvillage
- Great Ouseburnvillage
- Green Hammertonvillage
- Harewoodvillage
- Healaughvillage
- Helperbyvillage
- Hubyvillage
- Hunsingorevillage
- Husthwaitevillage
- Ingmanthorpevillage
- Kilburnvillage
- Kirby Hillvillage
- Kirk Deightonvillage
- Kirk Hammertonvillage
- Kirkby Overblowvillage
- Kirkby Wharfevillage
- Langthorpevillage
- Lintonvillage
- Linton-on-Ousevillage
- Little Ouseburnvillage
- Little Ribstonvillage
- Long Marstonvillage
- Lower Dunsforthvillage
- Martonvillage
- Marton-le-Moorvillage
- Minskipvillage
- Moor Monktonvillage
- Myton-on-Swalevillage
- Netherbyvillage
- Newton Kymevillage
- Newton-on-Ousevillage
- Nun Monktonvillage
- Raskelfvillage
- Roecliffevillage
- Sandhillsvillage
- Saxtonvillage
- Scarcroftvillage
- Scarthingwellvillage
- Scholesvillage
- Shadwellvillage
- Shiptonvillage
- Sicklinghallvillage
- Skelton on Urevillage
- Spofforthvillage
- Stillingtonvillage
- Stuttonvillage
- Sutton-on-the-Forestvillage
- Tholthorpevillage
- Thormanbyvillage
- Thornervillage
- Thorp Archvillage
- Tockwithvillage
- Tollertonvillage
- Towtonvillage
- Ulleskelfvillage
- Waltonvillage
- Whixleyvillage
- Wighillvillage
- Wikevillage
- Wormald Greenvillage
- Yearsleyvillage
Facet counts overlap: one contribution can be counted in more than one match category.
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
- Democracy and Human Rights24 Apr 2026 | Answered | Foreign, Commonwealth and Development Office
- Roads: Repairs and Maintenance10 Apr 2026 | Answered | Department for Transport
- Developing Countries: Medical Treatments10 Apr 2026 | Answered | Foreign, Commonwealth and Development Office
- State Retirement Pensions: Income Tax25 Mar 2026 | Answered | Treasury
Spoken Contributions
- Park Home Owners28 Apr 2026
- Park Home Owners28 Apr 2026
- Referral of Prime Minister to Committee of Privileges28 Apr 2026
- Referral of Prime Minister to Committee of Privileges28 Apr 2026
Constituency Mentions
- Referral of Prime Minister to Committee of Privileges28 Apr 2026
- Defence24 Mar 2026
- Points of Order4 Mar 2026
- Points of Order4 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.