Overview / MP office pages / Mr Paul Kohler

Mr Paul Kohler's MP Office Data Index for LLMs

A generated, source-linked public-data index for Wimbledon 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.

Liberal Democrat Wimbledon Generated 2 Jul 2026

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

168Written questions in own-activity scope
296Spoken contributions in own-activity scope
338Votes in own-activity scope
169Local/geographic constituency mention records
134Member-reference phrase records

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

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.

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
11Registered interestslatest register snapshot
7Committee recordscurrent office snapshot
0Bill recordscurrent office snapshot

Broader Tracker Workflows

Review date-filtered activity

Open Mr Paul Kohler 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

13 recorded votes where Mr Paul Kohler'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: 338. 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.977 records
Topic bundlesDeterministic cross-source evidence bundles with official-source deepening guidance.9 topics
Places indexPlace-first routing for Constituency Mentions with ambiguity and confidence signals.12 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: 2024-07-04 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.1 record
Written questionsWritten 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 2026-07-02.Compact records include question text, status, department, answer date/member where available, and official URL; full written answers are not embedded.168 records
Spoken contributionsHansard 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 2026-07-02.Compact records include a short summary and Hansard URL; do not treat the summary as the full contribution text.296 records
VotesCommons 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 2026-07-02.Compact division records show this MP's recorded vote and official division URL; open the official source for full division context.338 records
Early Day MotionsEarly 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 2026-07-02.Compact EDM records include title, date, signature context where available, and official URL; open the official source for motion text.166 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.295 records (169 local/geographic, 134 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.13 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: 2024-07-04 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.19 records across components

Constituency Mentions

Constituency mention evidence separates local/geographic matches from parliamentary member-reference phrases such as references to the MP for Wimbledon. 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 (12)

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.

Other Settlement

  • Wimbledonother settlement

Suburban Area

  • Copse Hillsuburban area
  • Cottenham Parksuburban area
  • Crooked Billetsuburban area
  • Merton Parksuburban area
  • Motspur Parksuburban area
  • Old Maldensuburban area
  • Raynes Parksuburban area
  • South Wimbledonsuburban area
  • West Barnessuburban area
  • Wimbledon Commonsuburban area
  • Worcester Parksuburban area

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.

39Contributions by this MP
256Contributions by other speakers
169Local/geographic mention records
134Member-reference phrase records
169Direct constituency-name local matches
38Mapped-place term matches
126Lower-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

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.