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 30 Jan 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 Graham Leadbitter 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 Scottish National Party majority
0 recorded votes where Graham Leadbitter's vote differed from the Scottish National Party majority in the tracker voting-pattern dataset. This does not mean zero votes; total votes in this page's own-activity scope: 31. 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. | 125 records |
| Topic bundles | Deterministic cross-source evidence bundles with official-source deepening guidance. | 8 topics |
| Places index | Place-first routing for Constituency Mentions with ambiguity and confidence signals. | 212 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 2026-04-28.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded. | 29 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 2026-04-28.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text. | 31 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 2026-04-28.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context. | 31 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 2026-04-28.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text. | 31 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. | 62 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. | 212 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. | 4 records across components |
Constituency Mentions
Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Moray West, Nairn and Strathspey, 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 (211)
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
- Achduchilhamlet
- Aldroughtyhamlet
- Altonsidehamlet
- Alturliehamlet
- Auchbreckhamlet
- Auchnarrowhamlet
- Avielochanhamlet
- Bank of Roseislehamlet
- Blackdamhamlet
- Blairmorehamlet
- Brecknishhamlet
- Bridge-endhamlet
- Bridgend of Livethamlet
- Brodiehamlet
- Broom of Moyhamlet
- Broomhillhamlet
- Bruntlandhamlet
- Cabrachhamlet
- Carnachhamlet
- Charlestownhamlet
- Clackmarrashamlet
- Clephantonhamlet
- Cloddymosshamlet
- College of Roseislehamlet
- Conicavelhamlet
- Coveseahamlet
- Coylumbridgehamlet
- Cragganmorehamlet
- Craigheadhamlet
- Croftjameshamlet
- Culcharryhamlet
- Cullachiehamlet
- Culreachhamlet
- Dalcrosshamlet
- Dalnaverthamlet
- Darklandhamlet
- Davahamlet
- Delfourhamlet
- Dipplehamlet
- Drumguishhamlet
- Duthilhamlet
- Eastertonhamlet
- Fernesshamlet
- Gergaskhamlet
- Glenlatterachhamlet
- Glenmorehamlet
- Hallowoodhamlet
- Hardmuirhamlet
- Kingstepshamlet
- Kinveachyhamlet
- Lawrencetonhamlet
- Lethendryhamlet
- Littlemillhamlet
- Loanheadhamlet
- Lochanhullyhamlet
- Lochhillhamlet
- Lochindorbhamlet
- Lochsidehamlet
- Logiehamlet
- Longhillhamlet
- Lower Cabrachhamlet
- Lynchathamlet
- Milltown of Auchindounhamlet
- Milltown of Edinvilliehamlet
- Moss-sidehamlet
- Moynesshamlet
- Muir of Lochshamlet
- Muirtonhamlet
- Mulbenhamlet
- Mundolehamlet
- Newtonhamlet
- Newtonhamlet
- Quarrywoodhamlet
- Rechlerichhamlet
- Red Craighamlet
- Redstonehamlet
- Regoulhamlet
- Robertstownhamlet
- Ruthvenhamlet
- Slackhamlet
- Speybankhamlet
- Tormorehamlet
- Tornagrainhamlet
- Towiemorehamlet
- Upper Knockandohamlet
- Wester Galcantrayhamlet
- Westertonhamlet
- Whiteinchhamlet
- Whitemirehamlet
- Whitewreathhamlet
- Woodsidehamlet
Other Settlement
- Achindownother settlement
- Advieother settlement
- Alvieother settlement
- Balgowanother settlement
- Blackburnother settlement
- Blackhillsother settlement
- Bridgendother settlement
- Buthillother settlement
- Califerother settlement
- Cameroryother settlement
- Cantrayother settlement
- Cantraywoodother settlement
- Catlodgeother settlement
- Chapeltownother settlement
- Clachaigother settlement
- Coltfieldother settlement
- Covesea Villageother settlement
- Cranlochother settlement
- Crathieother settlement
- Darklassother settlement
- Delniesother settlement
- Drumuillieother settlement
- Etteridgeother settlement
- Fairway Heightsother settlement
- Feabuieother settlement
- Feshiebridgeother settlement
- Glaschoilother settlement
- Glen Rinnesother settlement
- Haugh of Glassother settlement
- Inchberryother settlement
- Kellasother settlement
- Kinloch Lagganother settlement
- Lagganother settlement
- Maggieknockaterother settlement
- Mosstowieother settlement
- Orblistonother settlement
- Ortonother settlement
- Pittendreichother settlement
- Redburnother settlement
- Redfordother settlement
- Sliemoreother settlement
- Slochdother settlement
- Tullochother settlement
- Wester Lagganother settlement
Suburban Area
- Bishopmillsuburban area
- Bogroysuburban area
- Bogtonsuburban area
- Branderburghsuburban area
- Carrsuburban area
- Craggansuburban area
- Ellansuburban area
- Fishertownsuburban area
- Granishsuburban area
- Kirktown of Mortlachsuburban area
- New Elginsuburban area
- Pilmuirsuburban area
- Seatownsuburban area
- Speybridgesuburban area
- St Aethanssuburban area
- Stotfieldsuburban area
- Thornhillsuburban area
Town
- Aviemoretown
- Burgheadtown
- Charlestown of Aberlourtown
- Dufftowntown
- Elgintown
- Forrestown
- Grantown-on-Speytown
- Kingussietown
- Lossiemouthtown
- Nairntown
- Rothestown
Village
- Alvesvillage
- Archiestownvillage
- Ardersiervillage
- Auldearnvillage
- Boat of Gartenvillage
- Cardhuvillage
- Carrbridgevillage
- Carronvillage
- Cawdorvillage
- Craigellachievillage
- Cromdalevillage
- Croyvillage
- Cummingstonvillage
- Dallasvillage
- Dalwhinnievillage
- Drummuirvillage
- Duackbridgevillage
- Duffusvillage
- Dulnain Bridgevillage
- Dykevillage
- Findhornvillage
- Fogwattvillage
- Garmouthvillage
- Glenlivetvillage
- Hopemanvillage
- Inshvillage
- Inverdruievillage
- Kincraigvillage
- Kingstonvillage
- Kinlossvillage
- Kintessackvillage
- Knockandovillage
- Lhanbrydevillage
- Longmornvillage
- Maryparkvillage
- Miltonduffvillage
- Moor of Granaryvillage
- Mosstodlochvillage
- Nethy Bridgevillage
- Newtonmorevillage
- Piperhillvillage
- Pluscardenvillage
- Raffordvillage
- Skye of Currvillage
- Thomshillvillage
- Tomintoulvillage
- Tomnavoulinvillage
- Urquhartvillage
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
- Lord Doyle22 Apr 2026 | Answered | Foreign, Commonwealth and Development Office
- Diplomatic Service: Public Appointments21 Apr 2026 | Answered | Cabinet Office
- Lord Doyle21 Apr 2026 | Answered | Cabinet Office
- Lord Doyle21 Apr 2026 | Answered | Cabinet Office
Spoken Contributions
- Cost of Heating Oil15 Apr 2026
- Strategic Defence Review: Funding15 Apr 2026
- Cost of Heating Oil15 Apr 2026
- Economic Growth15 Apr 2026
Constituency Mentions
- Oil and Gas24 Mar 2026
- Heating Oil: Rural Homes24 Mar 2026
- Fuel Duty18 Mar 2026
- Immigration Reforms17 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.