Steff Aquarone'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

139Written questions in own-activity scope

240Spoken contributions in own-activity scope

370Votes in own-activity scope

266Constituency 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

11Registered interestslatest register snapshot

3Committee recordscurrent office snapshot

0Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Steff Aquarone 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

0 recorded votes where Steff Aquarone'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: 370. 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.	893 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.	192 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.	139 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.	240 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.	370 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.	140 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.	266 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.	194 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.	14 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for North Norfolk, 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 (193)

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

Albyhamlet
Beeston St Lawrencehamlet
Bengatehamlet
Briggatehamlet
Calthorpe Streethamlet
Cat's Commonhamlet
Cat's Cornerhamlet
Cockthorpehamlet
Colbyhamlet
Colby Cornerhamlet
Crostwighthamlet
Crowgate Streethamlet
East Beckhamhamlet
Edingthorpe Greenhamlet
Frittonhamlet
Frogshallhamlet
Glandfordhamlet
Grub Streethamlet
Hempsteadhamlet
Horseyhamlet
Horsey Cornerhamlet
Hyltons Crosswayshamlet
Irsteadhamlet
Johnson Streethamlet
Little Londonhamlet
Little Marshhamlet
Lower Streethamlet
Lower Streethamlet
Mettonhamlet
Old Hall Streethamlet
Paston Greenhamlet
Pennygatehamlet
Pollard Streethamlet
Ridlington Streethamlet
Saxlinghamhamlet
Sco Rustonhamlet
Skeyton Cornerhamlet
Suffieldhamlet
Town Greenhamlet
Upper Streethamlet
Walcott Greenhamlet
Waxhamhamlet
Westgatehamlet
Westwickhamlet
Whimpwell Greenhamlet
Wickmerehamlet
Withergatehamlet
Woltertonhamlet
Wood Streethamlet

Other Settlement

Brumsteadother settlement
High Mill Hillother settlement
Lower Bodhamother settlement
New Holkhamother settlement
North Barninghamother settlement
Skeytonother settlement
Stodyother settlement
Wittonother settlement

Suburban Area

Cliftonvillesuburban area
Craymere Becksuburban area
Hickling Greensuburban area
Hickling Heathsuburban area
Little Londonsuburban area
Lower Streetsuburban area
Lyngatesuburban area
Newgatesuburban area
Spa Commonsuburban area
Stalham Greensuburban area
Suffield Parksuburban area
Upper Streetsuburban area
Upper Streetsuburban area

Town

Cromertown
Holttown
North Walshamtown
Sheringhamtown
Stalhamtown
Wells-next-the-Seatown

Village

Alby Hillvillage
Aldboroughvillage
Antinghamvillage
Ashmanhaughvillage
Aylmertonvillage
Baconsthorpevillage
Bactonvillage
Badersfieldvillage
Balevillage
Banninghamvillage
Barton Turfvillage
Beeston Regisvillage
Bessinghamvillage
Binhamvillage
Blakeneyvillage
Bodhamvillage
Bradfieldvillage
Brininghamvillage
Brintonvillage
Bristonvillage
Broomholmvillage
Butcher's Commonvillage
Calthorpevillage
Catfieldvillage
Cley next the Seavillage
Corpustyvillage
Crossdale Streetvillage
Dilhamvillage
East Runtonvillage
East Rustonvillage
Eccles on Seavillage
Edgefieldvillage
Edgefield Streetvillage
Edingthorpevillage
Erpinghamvillage
Felbriggvillage
Felminghamvillage
Field Dallingvillage
Frankfortvillage
Giminghamvillage
Greshamvillage
Gunthorpevillage
Hanworthvillage
Happisburghvillage
Happisburgh Commonvillage
Hempsteadvillage
Hicklingvillage
High Kellingvillage
Hindringhamvillage
Holkhamvillage
Honingvillage
Horningvillage
Hovetonvillage
Hunworthvillage
Inghamvillage
Ingham Cornervillage
Ingworthvillage
Itteringhamvillage
Kellingvillage
Keswickvillage
Knaptonvillage
Langhamvillage
Lessinghamvillage
Letheringsettvillage
Little Barninghamvillage
Lower Greshamvillage
Ludhamvillage
Lyngatevillage
Matlaskevillage
Meeting House Hillvillage
Melton Constablevillage
Morstonvillage
Mundesleyvillage
Neatisheadvillage
Northreppsvillage
Overstrandvillage
Pastonvillage
Plumsteadvillage
Potter Heighamvillage
Ridlingtonvillage
Roughtonvillage
Salthousevillage
Saxthorpevillage
Scottowvillage
Sea Pallingvillage
Sharringtonvillage
Sheringwoodvillage
Sidestrandvillage
Sloleyvillage
Smallburghvillage
Southreppsvillage
Stiffkeyvillage
Susteadvillage
Suttonvillage
Swafieldvillage
Swanton Abbottvillage
Thornagevillage
Thorpe Marketvillage
Threehammer Commonvillage
Thurgartonvillage
Thursfordvillage
Thursford Greenvillage
Triminghamvillage
Trunchvillage
Tunsteadvillage
Upper Sheringhamvillage
Upper Streetvillage
Walcottvillage
Warhamvillage
West Beckhamvillage
West Runtonvillage
Weybournevillage
White Horse Commonvillage
Wightonvillage
Wivetonvillage
Workhouse Commonvillage
Worsteadvillage

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

104Contributions by this MP

162Contributions by other speakers

266Constituency-name matches

53Mapped-place term matches

117Lower-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

Energy: Meters15 Apr 2026 | Answered | Department for Energy Security and Net Zero
Energy: Meters15 Apr 2026 | Answered | Department for Energy Security and Net Zero
Renewable Energy: Investment15 Apr 2026 | Answered | Department for Energy Security and Net Zero
Electric Vehicles: Batteries13 Apr 2026 | Answered | Department for Environment, Food and Rural Affairs

Spoken Contributions

English Devolution and Community Empowerment Bill27 Apr 2026
Illicit Finance Summit21 Apr 2026
Middle East: Economic Update21 Apr 2026
Illicit Finance Summit21 Apr 2026

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.