James MacCleary'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

410Written questions in own-activity scope

180Spoken contributions in own-activity scope

318Votes in own-activity scope

97Constituency 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.

1Awaiting written-question answerscurrent office snapshot

5Registered interestslatest register snapshot

1Committee recordscurrent office snapshot

3Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open James MacCleary 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 James MacCleary'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: 318. 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.	1,130 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.	84 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.	1 record
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.	410 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.	180 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.	318 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.	219 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.	97 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.	85 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.	10 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Lewes, 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 (84)

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

Arlingtonhamlet
Ashton Greenhamlet
Beddinghamhamlet
Birling Gaphamlet
Blacknesshamlet
Broomhamhamlet
Caneheathhamlet
Chiltingtonhamlet
Crowlinkhamlet
Ditchling Commonhamlet
Dukes Greenhamlet
Filchinghamlet
Folkingtonhamlet
Glyndebournehamlet
Heighton Streethamlet
Jenkins' Greenhamlet
Laughton Commonhamlet
Little Norlingtonhamlet
Mark Crosshamlet
Norlingtonhamlet
Northeasehamlet
Nortonhamlet
Shortgatehamlet
Southeasehamlet
Streathamlet
Tarring Nevillehamlet
Tile Hursthamlet
Upper Wellinghamhamlet
Westdeanhamlet
Wickstreethamlet
Wilmington Greenhamlet
Wintonhamlet

Suburban Area

Cliffesuburban area
Cuilfailsuburban area
Dentonsuburban area
East Blatchingtonsuburban area
Harbour Heightssuburban area
Landportsuburban area
Mount Pleasantsuburban area
South Mallingsuburban area
Southoversuburban area
St Anne'ssuburban area
Suttonsuburban area
Wallands Parksuburban area

Town

Lewestown
Newhaventown
Polegatetown
Seafordtown

Village

Alcistonvillage
Alfristonvillage
Berwickvillage
Berwickvillage
Bishopstonevillage
Broyle Sidevillage
Chalvingtonvillage
Ditchlingvillage
East Chiltingtonvillage
East Deanvillage
Falmervillage
Firlevillage
Fristonvillage
Glyndevillage
Hankhamvillage
Ifordvillage
Jevingtonvillage
Kingston near Lewesvillage
Laughtonvillage
Litlingtonvillage
Lower Willingdonvillage
Milton Streetvillage
Piddinghoevillage
Plumptonvillage
Plumpton Greenvillage
Ringmervillage
Ripevillage
Rodmellvillage
Selmestonvillage
South Heightonvillage
Stone Crossvillage
Upper Dickervillage
Wannockvillage
Westmestonvillage
Willingdonvillage
Wilmingtonvillage

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

29Contributions by this MP

68Contributions by other speakers

95Constituency-name matches

32Mapped-place term matches

45Lower-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

Navy: Hospital Ships23 Apr 2026 | Answered | Ministry of Defence
Shipbuilding23 Apr 2026 | Answered | Ministry of Defence
Warships23 Apr 2026 | Awaiting answer | Ministry of Defence
Minesweepers: Standards23 Apr 2026 | Answered | Ministry of Defence

Spoken Contributions

Points of Order29 Apr 2026
Points of Order29 Apr 2026
State Pension Age Changes: Compensation27 Apr 2026
State Pension Age Changes: Compensation27 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.