Dr Roz Savage'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

388Written questions in own-activity scope

184Spoken contributions in own-activity scope

326Votes in own-activity scope

206Constituency mentions in local-evidence scope

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

Coverage Scope

post-2024-election office-data history. Own MP activity counts use the available post-2024 election office-data history for this MP. They can be read as since-election counts for the stated coverage dates.

The static own-activity counts already cover the post-2024 election range; use official source links for full source text.

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

2Committee recordscurrent office snapshot

1Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Dr Roz Savage 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 Liberal Democrat majority

1 recorded vote where Dr Roz Savage's vote differed from the Liberal Democrat majority in the tracker voting-pattern dataset. This does not mean zero votes; total votes in this page's own-activity scope: 326. 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.	1,346 records
Topic bundles	Deterministic cross-source evidence bundles with official-source deepening guidance.	10 topics
Places index	Place-first routing for Constituency Mentions with ambiguity and confidence signals.	197 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: 2024-07-04 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: post-2024-election office-data history. Coverage dates: 2024-07-04 to 2026-04-30.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded.	388 records
Spoken contributions	Hansard spoken contributions by the MP in this page's own-activity coverage.Scope: post-2024-election office-data history. Coverage dates: 2024-07-04 to 2026-04-30.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.	184 records
Votes	Commons divisions recorded for the MP in this page's own-activity coverage.Scope: post-2024-election office-data history. Coverage dates: 2024-07-04 to 2026-04-30.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context.	326 records
Early Day Motions	Early Day Motions signed by the MP in this page's own-activity coverage.Scope: post-2024-election office-data history. Coverage dates: 2024-07-04 to 2026-04-30.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text.	445 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.	206 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.	197 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: 2024-07-04 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.	9 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for South Cotswolds, 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 (196)

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

Alderleyhamlet
Allingtonhamlet
Allington Barhamlet
Ashleyhamlet
Bagpathhamlet
Betty's Gravehamlet
Boxwellhamlet
Braydon Sidehamlet
Brokenboroughhamlet
Brooklandshamlet
Brooksidehamlet
Bullock's Hornhamlet
Calcutthamlet
Charlton Heathhamlet
Chedglowhamlet
Chelworth Lower Greenhamlet
Chelworth Upper Greenhamlet
Clanvillehamlet
Clevertonhamlet
Cloatleyhamlet
Culkertonhamlet
Dauntsey Lockhamlet
Doughtonhamlet
Draycot Cernehamlet
Dunfieldhamlet
Eastcourthamlet
Easton Piercyhamlet
Filandshamlet
Foscotehamlet
Foxleyhamlet
Garsdonhamlet
Giddeahallhamlet
Greenman's Lanehamlet
Grittenhamhamlet
Harnhillhamlet
Hayes Knollhamlet
Hilcot Endhamlet
Kellawayshamlet
Kemble Wickhamlet
Knockdownhamlet
Leigh Delamerehamlet
Long Deanhamlet
Lower Kilcotthamlet
Lower Moorhamlet
Lower Seagryhamlet
Minety Commonhamlet
Mountain Bowerhamlet
Murcotthamlet
Nag's Headhamlet
Nettleton Greenhamlet
Nettleton Shrubhamlet
New Townhamlet
Newington Bagpathhamlet
Norcotehamlet
Oldbury on the Hillhamlet
Ozleworthhamlet
Perry Greenhamlet
Queen Streethamlet
Restrophamlet
Rodbournehamlet
Rodbourne Bottomhamlet
Sevingtonhamlet
Sheldon Cornerhamlet
Shorncotehamlet
Slaughterfordhamlet
Sodomhamlet
Sunhillhamlet
Swallett Gatehamlet
Tetbury Uptonhamlet
The Commonhamlet
The Foxhamlet
The Gibbhamlet
The Pryhamlet
The Shoehamlet
Thornendhamlet
Upper Kilcotthamlet
Upper Townhamlet
Upper Wraxallhamlet
Waterhayhamlet
West Crudwellhamlet
West Kington Wickhamlet
West Yattonhamlet
Willesleyhamlet
Woodlandshamlet

Other Settlement

Bisleyother settlement
Eyseyother settlement
Hornbeam Grangeother settlement
Nortonother settlement

Suburban Area

Bowling Greensuburban area
Burton Hillsuburban area
Chestertonsuburban area
Church Endsuburban area
Dogridgesuburban area
East Endsuburban area
Easton Townsuburban area
Kings Hillsuburban area
Little Londonsuburban area
Milton Endsuburban area
New Millssuburban area
North Endsuburban area
Northfieldsuburban area
The Beechessuburban area
Watermoorsuburban area
Widhamsuburban area

Town

Cirencestertown
Crickladetown
Fairfordtown
Lechlade-on-Thamestown
Malmesburytown
Tetburytown

Village

Aldertonvillage
Ampney Crucisvillage
Ampney St Maryvillage
Ampney St Petervillage
Ashton Keynesvillage
Aveningvillage
Barnsleyvillage
Beverstonvillage
Biddestonevillage
Brinkworthvillage
Burtonvillage
Callow Hillvillage
Castle Combevillage
Cerney Wickvillage
Charltonvillage
Chelworthvillage
Cheringtonvillage
Christian Malfordvillage
Coatesvillage
Corstonvillage
Crudwellvillage
Dauntseyvillage
Didmartonvillage
Down Ampneyvillage
Driffieldvillage
Easton Greyvillage
Ewenvillage
Fordvillage
Great Somerfordvillage
Grittletonvillage
Hankertonvillage
Hillesleyvillage
Horcottvillage
Hullavingtonvillage
Kemblevillage
Kempsfordvillage
Kingscotevillage
Kingswoodvillage
Kington Langleyvillage
Kington St Michaelvillage
Langley Burrellvillage
Lattonvillage
Leavillage
Leighvillage
Leightertonvillage
Little Somerfordvillage
Littleton Drewvillage
Long Newntonvillage
Lower Stanton St Quintinvillage
Luckingtonvillage
Marston Meyseyvillage
Meysey Hamptonvillage
Milbournevillage
Minetyvillage
Nettletonvillage
North Wraxallvillage
Oakseyvillage
Poole Keynesvillage
Poultonvillage
Prestonvillage
Purtonvillage
Purton Stokevillage
Ready Tokenvillage
Rodmartonvillage
Sherstonvillage
Sherston Parvavillage
Shipton Moynevillage
Siddingtonvillage
Somerford Keynesvillage
Sopworthvillage
South Cerneyvillage
Stanton St Quintinvillage
Startleyvillage
Stopper's Hillvillage
Strattonvillage
Sutton Bengervillage
Tarltonvillage
Treshamvillage
Upper Castle Combevillage
Upper Minetyvillage
Upper Seagryvillage
Upper Siddingtonvillage
West Kingtonvillage
Westonbirtvillage
Whelfordvillage
Yatton Keynellvillage

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

54Contributions by this MP

152Contributions by other speakers

201Constituency-name matches

24Mapped-place term matches

140Lower-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

Special Educational Needs27 Apr 2026 | Answered | Department for Education
Special Educational Needs: Reform27 Apr 2026 | Answered | Department for Education
Special Educational Needs: Reform27 Apr 2026 | Answered | Department for Education
Armed Forces: Workplace Pensions20 Apr 2026 | Answered | Ministry of Defence

Spoken Contributions

Constituency Mentions

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.