Overview / MP office pages / Sonia Kumar

Sonia Kumar's MP Office Data Index for LLMs

A generated, source-linked public-data index for Dudley office workflows. It gives an LLM a small entry point first, then separate data indexes for the exact evidence it needs. For staff browsing and comparison, use the main tracker instead; it is structured for human review.

Labour Dudley Generated 2 Jul 2026
LLM Markdown Machine JSON Open in tracker

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

2Written questions in own-activity scope
22Spoken contributions in own-activity scope
89Votes in own-activity scope
168Local/geographic constituency mention records
54Member-reference phrase records

Own MP activity covers 13 Apr 2026 to 1 Jul 2026 where available. Constituency mention evidence covers 4 Jul 2024 to 2 Jul 2026.

Coverage Scope

current office-data window. Own MP activity counts are still backfilling and currently use the office-data window shown here, not a full since-2024 election total. Use date filters in the tracker or official source links for older own-MP activity.

Constituency mention evidence uses the separate full post-2024-election local-evidence window (4 Jul 2024 to 2 Jul 2026), so its counts should not be compared directly with shorter own-MP activity counts.

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
6Registered interestslatest register snapshot
5Committee recordscurrent office snapshot
1Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Sonia Kumar 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

1 recorded vote where Sonia Kumar'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: 89. This is descriptive context, not a score.

Check selected-party vote differences

LLM Data Map

Open thisUse it forRecords
Search manifestFast topic, status, source, and official-URL triage before opening source shards.119 records
Topic bundlesDeterministic cross-source evidence bundles with official-source deepening guidance.6 topics
Places indexPlace-first routing for Constituency Mentions with ambiguity and confidence signals.31 displayed places
Open follow-upsCanonical 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: 2026-04-03 to 2026-07-02.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 questionsWritten questions tabled by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-04-13 to 2026-07-01.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded.2 records
Spoken contributionsHansard spoken contributions by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-04-13 to 2026-07-01.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.22 records
VotesCommons divisions recorded for the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-04-13 to 2026-07-01.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context.89 records
Early Day MotionsEarly Day Motions signed by the MP in this page's own-activity coverage.Scope: current office-data window. Coverage dates: 2026-04-13 to 2026-07-01.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text.0 records
Constituency mention evidenceHansard contributions matched to local/geographic terms, plus separately labelled parliamentary member-reference phrases.Scope: post-2024-election constituency mention extract. Coverage dates: 2024-07-04 to 2026-07-02.Evidence-ranked Hansard matches include mention category, match basis, confidence, signals, matched terms, and official URL; member-reference phrases are not ordinary local/geographic mentions.216 records (168 local/geographic, 54 member-reference)
Geography termsConstituency 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.32 terms
Current office reference dataAwaiting written-question answers, registered interests, committee records, and bill records from the current office snapshot.Scope: current office snapshot. Coverage dates: 2026-04-03 to 2026-07-02.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.12 records across components

Constituency Mentions

Constituency mention evidence separates local/geographic matches from parliamentary member-reference phrases such as references to the MP for Dudley. The generator keeps match evidence such as matched terms, mention category, confidence, and Hansard links so the office can check context before reuse.

Mapped place terms used for matching (31)

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.

Suburban Area

  • Blowers Greensuburban area
  • Bramfordsuburban area
  • Brockmoorsuburban area
  • Bromleysuburban area
  • Cawney Hillsuburban area
  • Dibdalesuburban area
  • Dixon's Greensuburban area
  • Eve Hillsuburban area
  • Gornalwoodsuburban area
  • Greenleighssuburban area
  • Hart's Hillsuburban area
  • Kates Hillsuburban area
  • London Fieldssuburban area
  • Lower Gornalsuburban area
  • New Docksuburban area
  • Old Docksuburban area
  • Parkes Hallsuburban area
  • Pensnettsuburban area
  • Priorysuburban area
  • Ruitonsuburban area
  • Russell's Hallsuburban area
  • Springs Miresuburban area
  • Swan Villagesuburban area
  • Tansley Hillsuburban area
  • The Coppicesuburban area
  • The Straitssuburban area
  • Upper Gornalsuburban area
  • Woodsettonsuburban area
  • Wren's Nestsuburban area

Town

  • Dudleytown
  • Sedgleytown

Facet counts use the Constituency Mention evidence window. Scope: post-2024-election constituency mention extract. Coverage dates: 2024-07-04 to 2026-07-02. Facet counts overlap: one contribution can be counted in more than one match category. Member-reference phrases identify references to the MP for this seat and are not ordinary local/geographic mentions.

77Contributions by this MP
139Contributions by other speakers
168Local/geographic mention records
54Member-reference phrase records
168Direct constituency-name local matches
157Mapped-place term matches
48Lower-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

Spoken Contributions

Constituency Mention Evidence

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 evidence 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.