Jim McMahon's MP Office Data Index for LLMs - Oldham West, Chadderton and Royton

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

8Written questions in own-activity scope

17Spoken contributions in own-activity scope

72Votes in own-activity scope

55Constituency mentions in local-evidence scope

Own MP activity covers 3 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.

0Awaiting written-question answerscurrent office snapshot

4Registered interestslatest register snapshot

3Committee recordscurrent office snapshot

2Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Jim McMahon 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 Labour majority

10 recorded votes where Jim McMahon's vote differed from the Labour majority in the tracker voting-pattern dataset. This does not mean zero votes; total votes in this page's own-activity scope: 72. 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.	101 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.	59 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.	0 records
Written questions	Written questions tabled by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 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.	8 records
Spoken contributions	Hansard spoken contributions by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 to 2026-04-28.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.	17 records
Votes	Commons divisions recorded for the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-02-03 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.	72 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: 2026-02-03 to 2026-04-28.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text.	0 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.	55 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.	59 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.	9 records across components

Constituency Mentions

Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Oldham West, Chadderton and Royton, 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 (58)

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

Buckley Woodhamlet
Top of Cragghamlet

Other Settlement

Acresother settlement
Chadderton Heightsother settlement

Suburban Area

Alder Rootsuburban area
Bank Topsuburban area
Bardsleysuburban area
Brownlowsuburban area
Burnley Browsuburban area
Busksuburban area
Butler Greensuburban area
Chadderton Parksuburban area
Cold Hurstsuburban area
Cold Hurst Hollowsuburban area
Coppicesuburban area
Copster Hillsuburban area
Cowhillsuburban area
Fitton Hillsuburban area
Frank Hillsuburban area
Gravel Holesuburban area
Haggatesuburban area
Hanging Chaddersuburban area
Hathershawsuburban area
Heysidesuburban area
Higginshawsuburban area
Holden Foldsuburban area
Hollinssuburban area
Hollins Greensuburban area
Hollinwoodsuburban area
Lime Sidesuburban area
Long Sightsuburban area
Luzley Brooksuburban area
Middleton Junctionsuburban area
Mills Hillsuburban area
Moss Grovesuburban area
Narrow Gate Browsuburban area
Nimble Nooksuburban area
North Moorsuburban area
Oldham Edgesuburban area
Oozewoodsuburban area
Primrose Banksuburban area
Royleysuburban area
Royton Mosssuburban area
Stock Brooksuburban area
Summitsuburban area
Thatch Leachsuburban area
The Edgesuburban area
Thorpsuburban area
Wernethsuburban area
West Hulmesuburban area
Westwoodsuburban area
White Gatesuburban area
White Gate Endsuburban area

Town

Chaddertontown
Oldhamtown
Roytontown

Village

Chadderton Foldvillage
Healds Greenvillage

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

2Contributions by this MP

53Contributions by other speakers

53Constituency-name matches

2Mapped-place term matches

50Lower-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

Social Security Benefits: Advisory Services4 Mar 2026 | Answered | Department for Work and Pensions
Employee Ownership: Capital Gains Tax4 Mar 2026 | Answered | Treasury
Employee Ownership: Capital Gains Tax4 Mar 2026 | Answered | Treasury
Individual Savings Accounts2 Mar 2026 | Answered | Treasury

Spoken Contributions

Constituency Mentions

English Devolution and Community Empowerment Bill27 Apr 2026
Business of the House19 Mar 2026
Foreign, Commonwealth and Development Office4 Mar 2026
Ministry of Defence4 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.