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
17Written questions in own-activity scope
19Spoken contributions in own-activity scope
31Votes in own-activity scope
45Constituency mentions in local-evidence scope
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.
1Awaiting written-question answerscurrent office snapshot
7Registered interestslatest register snapshot
6Committee recordscurrent office snapshot
3Bill recordscurrent office snapshot
Broader Tracker Workflows
Review date-filtered activity
Open Brendan O'Hara 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
1 recorded vote where Brendan O'Hara'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. | 90 records |
| Topic bundles | Deterministic cross-source evidence bundles with official-source deepening guidance. | 3 topics |
| Places index | Place-first routing for Constituency Mentions with ambiguity and confidence signals. | 398 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: 2026-02-02 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. | 17 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. | 19 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. | 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: 2026-02-02 to 2026-04-28.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text. | 15 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. | 45 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. | 399 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. | 17 records across components |
Constituency Mentions
Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Argyll, Bute and South Lochaber, 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 (398)
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
- Achahamlet
- Achahoishhamlet
- Achaphubuilhamlet
- Achnacroishhamlet
- Achnahahamlet
- Achosnichhamlet
- Airds Bayhamlet
- Aldochlayhamlet
- An Fhadail Dubhhamlet
- Annathamlet
- Ardansturhamlet
- Ardbeghamlet
- Ardbrecknishhamlet
- Ardenhamlet
- Ardfernalhamlet
- Ardgartanhamlet
- Ardochhamlet
- Baile Boidheachhamlet
- Balliveolanhamlet
- Ballygownhamlet
- Barrapolhamlet
- Barravullinhamlet
- Bellanochhamlet
- Bellochantuyhamlet
- Blackmill Bayhamlet
- Blackrockhamlet
- Bragleenbeghamlet
- Branaulthamlet
- Bridge of Orchyhamlet
- Bun a' Mhuilinnhamlet
- Bunnahabhainhamlet
- Camus Inashamlet
- Caol Ilahamlet
- Carsaighamlet
- Ceann Traghahamlet
- Clachaighamlet
- Clachanhamlet
- Clachan of Glendaruelhamlet
- Cladichhamlet
- Colgrainhamlet
- Conisbyhamlet
- Coulporthamlet
- Creaganhamlet
- Crogganhamlet
- Cruach nam Meannhamlet
- Cu' Dhèishamlet
- Cuanhamlet
- Dalnabreckhamlet
- Drimninhamlet
- Eorabushamlet
- Eredinehamlet
- Fearnochhamlet
- Gartnagrenachhamlet
- Glen Sluainhamlet
- Glenbranterhamlet
- Glenmorehamlet
- Gometrahamlet
- Hynishhamlet
- Inbhir Nèillhamlet
- Inverinanhamlet
- Inveruglashamlet
- Kameshamlet
- Keilshamlet
- Kenmorehamlet
- Kerrycroyhamlet
- Kilchenziehamlet
- Kilchomanhamlet
- Kilchrenanhamlet
- Kildavananhamlet
- Kilfinanhamlet
- Killeanhamlet
- Kilmenyhamlet
- Kilmichael of Inverlussahamlet
- Kilmoryhamlet
- Kilmoryhamlet
- Kilninianhamlet
- Knipochhamlet
- Knockromehamlet
- Lagahamlet
- Lagavulinhamlet
- Laphroaighamlet
- Ledaighamlet
- Lussagivenhamlet
- Mambeghamlet
- Mannalhamlet
- Melldallochhamlet
- Middletonhamlet
- Millhousehamlet
- Milltonhamlet
- Mingarryparkhamlet
- Mosshamlet
- Mosshamlet
- Mount Stuarthamlet
- Nerabushamlet
- Newtonhamlet
- Newton of Kilmenyhamlet
- Otter Ferryhamlet
- Pollochhamlet
- Port Annhamlet
- Port Asgaighamlet
- Port Ramsayhamlet
- Portsonachanhamlet
- Portuairkhamlet
- Rahanehamlet
- Salumhamlet
- Sandaighamlet
- South Cuanhamlet
- Straadhamlet
- Stronehamlet
- Torinturkhamlet
- Torranhamlet
- Trioslaighamlet
- Uighamlet
- Uragaighamlet
- Waterfoothamlet
- West Tarberthamlet
- Whistlefieldhamlet
- Àird Tobhahamlet
Other Settlement
- Achnagoulother settlement
- Achranichother settlement
- Airdother settlement
- Airigh Bheagaigother settlement
- Ardchiavaigother settlement
- Ardchonnellother settlement
- Ardentallenother settlement
- Arderyother settlement
- Ardfinother settlement
- Ardluiother settlement
- Arduaineother settlement
- Aridhglasother settlement
- Arosother settlement
- Aryhoulanother settlement
- Balemartineother settlement
- Balephetrishother settlement
- Balephuilother settlement
- Balevullinother settlement
- Balinoeother settlement
- Barnacabberother settlement
- Baughother settlement
- Benmoreother settlement
- Blaichother settlement
- Bousdother settlement
- Bridge of Aweother settlement
- Bun Abhainn Seileachother settlement
- Burgother settlement
- Camusnagaulother settlement
- Caolasnaconother settlement
- Caolesother settlement
- Carnassarieother settlement
- Ceann Loch Muideartother settlement
- Cill Bhearaidhother settlement
- Clachanother settlement
- Claddachother settlement
- Clagganother settlement
- Claonaigother settlement
- Coillaigother settlement
- Cornaigbegother settlement
- Cornaigmoreother settlement
- Craraeother settlement
- Crofts of Sallachanother settlement
- Cuilother settlement
- Dail an Leighother settlement
- Dubh Uisgeother settlement
- Ellisterother settlement
- Eriska Villageother settlement
- Fanmoreother settlement
- Fascadaleother settlement
- Faslane Portother settlement
- Fasnacloichother settlement
- Fiunaryother settlement
- Gleann Borrodailother settlement
- Glen Forsaother settlement
- Glenegedaleother settlement
- Glenuigother settlement
- Gortenother settlement
- Gottother settlement
- Gribunother settlement
- Grishipollother settlement
- Grogportother settlement
- Gruinartother settlement
- Grulineother settlement
- Heanishother settlement
- Heylipolother settlement
- Houghother settlement
- Inverailortother settlement
- Inverbegother settlement
- Inveresraganother settlement
- Kamesother settlement
- Kellanother settlement
- Kenovayother settlement
- Kilfinichenother settlement
- Kilkennethother settlement
- Killiechronanother settlement
- Kilmoluaigother settlement
- Kilnaveother settlement
- Kilninverother settlement
- Kingairlochother settlement
- Kintraother settlement
- Kirkapolother settlement
- Laggother settlement
- Leeother settlement
- Leobother settlement
- Leragsother settlement
- Lochailortother settlement
- Lochbuieother settlement
- Lower Kilchattanother settlement
- Lungaother settlement
- Melfortother settlement
- Mulindryother settlement
- North Shianother settlement
- Oban Seilother settlement
- Pennycrossother settlement
- Pennyghaelother settlement
- Ruaigother settlement
- Saddellother settlement
- Sannaother settlement
- Skipnessother settlement
- Smirisaryother settlement
- Sorisdaleother settlement
- South Garvanother settlement
- St Catherinesother settlement
- Strathcoilother settlement
- Stronmilchanother settlement
- Tarbertother settlement
- Tormisdaleother settlement
- Torrisdaleother settlement
- Uigother settlement
- Upper Kilchattanother settlement
- Vaulother settlement
- West Hynishother settlement
Suburban Area
- Achlonansuburban area
- Airdssuburban area
- Anaheiltsuburban area
- Ardnadamsuburban area
- Ardnastangsuburban area
- Askomillsuburban area
- Breckletsuburban area
- Bridgendsuburban area
- Brochroysuburban area
- Caltonsuburban area
- Craigendoransuburban area
- Dalintobersuburban area
- East Larochsuburban area
- Geilstonsuburban area
- Glencruittensuburban area
- Glenramskillsuburban area
- Hunter's Quaysuburban area
- Imeravalsuburban area
- Kiel Croftssuburban area
- Kilkerransuburban area
- Kilmorysuburban area
- Kirnsuburban area
- Ledaigsuburban area
- Lower Sorobasuburban area
- Mill Knowesuburban area
- Montfordsuburban area
- Port Righsuburban area
- Scotstownsuburban area
- Sorobasuburban area
- Traleesuburban area
- West Larochsuburban area
Town
- Campbeltowntown
- Ceann Loch Gilbtown
- Dunoontown
- Helensburghtown
- Inbhir Aoratown
- Obantown
- Rothesaytown
- Tobermorytown
Village
- Acharaclevillage
- Achnamaravillage
- An Cárn Dubhvillage
- An Saìleanvillage
- An Tairbeartvillage
- An Tairbeartvillage
- Appinvillage
- Ardbegvillage
- Ardchattanvillage
- Ardentinnyvillage
- Ardfernvillage
- Ardminishvillage
- Ardpeatonvillage
- Ardrishaigvillage
- Ardtunvillage
- Arinagourvillage
- Arrocharvillage
- Ascogvillage
- Baile Mòrvillage
- Ballachulishvillage
- Ballygrantvillage
- Balvicarvillage
- Baravullinvillage
- Barcaldinevillage
- Benderlochvillage
- Beul an Athavillage
- Black Croftsvillage
- Blairmorevillage
- Bonawevillage
- Bowmorevillage
- Bridgendvillage
- Bruichladdichvillage
- Bullwoodvillage
- Bun Othanvillage
- Bunessanvillage
- Cairnbaanvillage
- Caol an t-Snàimhvillage
- Cardrossvillage
- Carradalevillage
- Carrick Castlevillage
- Clachanvillage
- Clachan Seilvillage
- Clo Mhuillinvillage
- Clyndervillage
- Connelvillage
- Corranvillage
- Covevillage
- Craighousevillage
- Craigmorevillage
- Craignurevillage
- Craobh Havenvillage
- Crinanvillage
- Crossapolvillage
- Cullipoolvillage
- Dalavichvillage
- Dalmallyvillage
- Dervaigvillage
- Drumlemblevillage
- Dunbegvillage
- Durorvillage
- Easdalevillage
- Ellenabeichvillage
- Fionnphortvillage
- Fordvillage
- Furnacevillage
- Ganavanvillage
- Garelochheadvillage
- Glenbarrvillage
- Glencoevillage
- Inchreevillage
- Innellanvillage
- Kamesvillage
- Keillsvillage
- Kentallenvillage
- Kilchattan Bayvillage
- Kilchoanvillage
- Kilcregganvillage
- Kilmartinvillage
- Kilmelfordvillage
- Kilmichael Glassaryvillage
- Kilmorevillage
- Kilmunvillage
- Kingarthvillage
- Kinlochlevenvillage
- Kinlochmorevillage
- Loch Alainnvillage
- Lochawevillage
- Lochdonvillage
- Lochgairvillage
- Lochgoilheadvillage
- Lussvillage
- Machrihanishvillage
- Minardvillage
- Muasdalevillage
- North Ballachulishvillage
- North Connelvillage
- Onichvillage
- Peninvervillage
- Pollphail Villagevillage
- Port Appinvillage
- Port Bannatynevillage
- Port Eileinvillage
- Port Sgiobavillage
- Portincaplevillage
- Portnacroishvillage
- Portnahavenvillage
- Rhuvillage
- Rosneathvillage
- Salenvillage
- Sandbankvillage
- Scalasaigvillage
- Scarinishvillage
- Shandonvillage
- Slockavullinvillage
- South Ballachulishvillage
- Southendvillage
- Stewartonvillage
- Strachurvillage
- Strontianvillage
- Succothvillage
- Tayinloanvillage
- Taynuiltvillage
- Tayvallichvillage
- Tighnabruaichvillage
- Toberonochyvillage
- Tom nan Raghvillage
- Towardvillage
- West Darlochanvillage
- Whitehousevillage
Facet counts overlap: one contribution can be counted in more than one match category.
8Contributions by this MP
37Contributions by other speakers
45Constituency-name matches
2Mapped-place term matches
34Lower-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
- Myanmar: Religious Freedom28 Apr 2026 | Awaiting answer | Foreign, Commonwealth and Development Office
- Foreign Investment: Dispute Resolution22 Apr 2026 | Answered | Department for Business and Trade
- Foreign Investment: Dispute Resolution22 Apr 2026 | Answered | Department for Business and Trade
- Fossil Fuels22 Apr 2026 | Answered | Department for Energy Security and Net Zero
Spoken Contributions
- Topical Questions21 Apr 2026
- Security Vetting20 Apr 2026
- Middle East13 Apr 2026
- Middle East13 Apr 2026
Constituency Mentions
- Andrew Mountbatten-Windsor24 Feb 2026
- Andrew Mountbatten-Windsor24 Feb 2026
- Occupied Palestinian Territories: Genocide Risk Assessment5 Feb 2026
- Occupied Palestinian Territories: Genocide Risk Assessment5 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.