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
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.
Broader Tracker Workflows
Review date-filtered activity
Open Zöe Franklin in the broader tracker for profile panels, date filters, and tracker-backed older-history tools where available.
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.
Votes differing from Liberal Democrat majority
1 recorded vote where Zöe Franklin'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: 337. This is descriptive context, not a score.
LLM Data Map
| Open this | Use it for | Records |
|---|---|---|
| Search manifest | Fast topic, status, source, and official-URL triage before opening source shards. | 1,137 records |
| Topic bundles | Deterministic cross-source evidence bundles with official-source deepening guidance. | 10 topics |
| Places index | Place-first routing for Constituency Mentions with ambiguity and confidence signals. | 40 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. | 2 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. | 245 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. | 173 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. | 337 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. | 372 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. | 232 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. | 40 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. | 13 records across components |
Constituency Mentions
Constituency Mentions are not just searches for the constituency name. The generator also uses mapped place terms for Guildford, 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 (39)
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
- Dogkennel Greenhamlet
- Elm Cornerhamlet
- Hatchford Endhamlet
- May's Greenhamlet
Other Settlement
- Martyr's Greenother settlement
Suburban Area
- Abbotswoodsuburban area
- Bellfieldssuburban area
- Burphamsuburban area
- Bushy Hillsuburban area
- Cartbridgesuburban area
- Dennisvillesuburban area
- Effingham Commonsuburban area
- Effingham Junctionsuburban area
- Grove Heathsuburban area
- Guildford Parksuburban area
- Merrowsuburban area
- Onslow Villagesuburban area
- Park Barnsuburban area
- Rydes Hillsuburban area
- Slyfieldsuburban area
- Stoughtonsuburban area
- Westboroughsuburban area
- Woodbridge Hillsuburban area
Town
- Guildfordtown
Village
- Burntcommonvillage
- East Clandonvillage
- East Horsleyvillage
- Effinghamvillage
- Fairlandsvillage
- Jacobs Wellvillage
- Ockhamvillage
- Ripleyvillage
- Sendvillage
- Send Marshvillage
- West Clandonvillage
- West Horsleyvillage
- Wisleyvillage
- Wood Street Villagevillage
- Worplesdonvillage
Facet counts overlap: one contribution can be counted in more than one match category.
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
- Resettlement: Afghanistan24 Apr 2026 | Awaiting answer | Home Office
- Local Housing Allowance: Older People24 Apr 2026 | Awaiting answer | Department for Work and Pensions
- Police: Pay22 Apr 2026 | Answered | Home Office
- Police: Pay22 Apr 2026 | Answered | Home Office
Spoken Contributions
- Conflict in the Middle East: Cost of Living28 Apr 2026
- Conflict in the Middle East: Cost of Living28 Apr 2026
- Child Maintenance Service27 Apr 2026
- Child Maintenance Service27 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.