Mark Pritchard's 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

59Written questions in own-activity scope

30Spoken contributions in own-activity scope

37Votes in own-activity scope

21Constituency mentions in local-evidence scope

Own MP activity covers 30 Jan 2026 to 27 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.

1Awaiting written-question answerscurrent office snapshot

5Registered interestslatest register snapshot

10Committee recordscurrent office snapshot

2Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Mark Pritchard 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

0 recorded votes where Mark Pritchard'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: 37. 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.	138 records
Topic bundles	Deterministic cross-source evidence bundles with official-source deepening guidance.	7 topics
Places index	Place-first routing for Constituency Mentions with ambiguity and confidence signals.	150 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.	1 record
Written questions	Written questions tabled by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-01-30 to 2026-04-27.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded.	59 records
Spoken contributions	Hansard spoken contributions by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-01-30 to 2026-04-27.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.	30 records
Votes	Commons divisions recorded for the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-01-30 to 2026-04-27.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context.	37 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: 2026-01-30 to 2026-04-27.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.	21 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.	150 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.	18 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for The Wrekin, 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 (149)

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

Adeneyhamlet
Ashfieldshamlet
Astonhamlet
Booleyhamlet
Brocktonhamlet
Burlingtonhamlet
Chadwellhamlet
Charltonhamlet
Cheswellhamlet
Cluddleyhamlet
Coalmoorhamlet
Cold Hattonhamlet
Cotwallhamlet
Crickmerryhamlet
Ellerdinehamlet
Ellertonhamlet
Eyton upon the Weald Moorshamlet
Grindleforgehamlet
Heath Hillhamlet
High Hattonhamlet
High Heathhamlet
Honningtonhamlet
Hopshorthamlet
Hungryhattonhamlet
Isombridgehamlet
Kenstonehamlet
Lane Endhamlet
Leatonhamlet
Lightwoodhamlet
Lilyhursthamlet
Little Bolashamlet
Longfordhamlet
Lynnhamlet
Marsh Greenhamlet
Meesonhamlet
Meeson Heathhamlet
Mickleyhamlet
Mill Greenhamlet
Mostonhamlet
Ollertonhamlet
Osbastonhamlet
Overleyhamlet
Pickstockhamlet
Poyntonhamlet
Poynton Greenhamlet
Pulestonhamlet
Radmoorhamlet
Rowtonhamlet
Rushmoorhamlet
Shackerleyhamlet
Shakefordhamlet
Sleaphamlet
Sleapfordhamlet
Standford Bridgehamlet
Stocktonhamlet
Sugdonhamlet
Sytch Lanehamlet
The Wykehamlet
Tonghamlet
Tong Nortonhamlet
Weston Heathhamlet
Whiston Crosshamlet
Woodcotehamlet
Woodlanehamlet

Other Settlement

Crackleybankother settlement
Goldstoneother settlement
Heathbrookother settlement
Heathcoteother settlement
Hillwicketother settlement
Howleother settlement
Little Soudleyother settlement
Little Worthother settlement
Lostfordother settlement
Marchamley Woodother settlement
Peplowother settlement
Redhillother settlement
Suttonother settlement
The Inclineother settlement
Weston Heathother settlement

Suburban Area

Admastonsuburban area
Arlestonsuburban area
Brattonsuburban area
Church Astonsuburban area
Donningtonsuburban area
Donnington Woodsuburban area
Dothillsuburban area
Edgmond Marshsuburban area
Hadleysuburban area
Haughtonsuburban area
Hortonsuburban area
Leegomerysuburban area
Muxtonsuburban area
Nedge Hillsuburban area
Shawbirchsuburban area
The Humberssuburban area
Vauxhallsuburban area
Wellingtonsuburban area
Wrockwardinesuburban area

Town

Newporttown

Village

Albrightonvillage
Allscottvillage
Boningalevillage
Buntingsdale Estatevillage
Cherringtonvillage
Cheswardinevillage
Chetwyndvillage
Chetwynd Astonvillage
Child's Ercallvillage
Chipnallvillage
Cold Hatton Heathvillage
Crudgingtonvillage
Eaton upon Ternvillage
Edgmondvillage
Ellerdine Heathvillage
Great Bolasvillage
Heath Lanesvillage
High Ercallvillage
Hinstockvillage
Hodnetvillage
Kingswoodvillage
Kynnersleyvillage
Lilleshallvillage
Little Wenlockvillage
Long Lanevillage
Longdon on Ternvillage
Marchamleyvillage
New Worksvillage
Pave Lanevillage
Preston upon the Weald Moorsvillage
Rodenvillage
Rodingtonvillage
Rodington Heathvillage
Rosehillvillage
Sambrookvillage
Sheriffhalesvillage
Shifnalvillage
Somerwoodvillage
Soudleyvillage
Stanton upon Hine Heathvillage
Stoke Heathvillage
Stoke-on-Ternvillage
Tibbertonvillage
Walcotvillage
Waltonvillage
Waters Uptonvillage
Westonvillage
Wistanswickvillage
Wollertonvillage
Woodseavesvillage

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

5Contributions by this MP

16Contributions by other speakers

20Constituency-name matches

1Mapped-place term matches

14Lower-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

China: Shipping27 Apr 2026 | Answered | Foreign, Commonwealth and Development Office
Aviation: Fuels22 Apr 2026 | Answered | Department for Energy Security and Net Zero
Nuclear Weapons22 Apr 2026 | Answered | Ministry of Defence
Railways: Information Services20 Apr 2026 | Answered | Department for Transport

Spoken Contributions

Constituency Mentions

Children and Young People16 Apr 2026
Business of the House26 Mar 2026
Lord Mandelson: Government Response to Humble Address Motion12 Feb 2026
Rail Transport and Economic Growth12 Feb 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.