# Mekanismirealismi / MeV — Finnish Legislative Analysis

> Analysis of 8,438 Finnish government proposals (hallituksen esitys, HE)
> with LLM-annotated expert statements, plenary debates, committee reports,
> cross-document discourse analysis, and fault detection.
> Finnish language corpus. Analysis tools and metadata in Finnish.

## Key pages
- /mev/he-viewer.html — Interactive HE explorer (per-HE SQLite DB loaded via sql.js)
- /mev/lakikartta.html — Finnish statute citation graph (60,000 statutes)
- /mev/wall-of-red.html — Overview dashboard of all HEs with quality signals
- /mev/flow-trajectory.html — Longitudinal benefit flow analysis
- /mev/mekanismitase.html — Mechanism balance sheet (8 case studies)
- /mev/lakiauditointi.html — Finlex divergence audit

## Data architecture
- Per-HE SQLite databases: /he-dbs/{he-id}.db (loaded client-side via sql.js)
- Per-HE JSON summaries: /he-dbs/{he-id}.json (structured, LLM-friendly)
- HE manifest: /mev/he-manifest.json (all 1303 enriched HEs with metadata)
- State causal map: /fi_state_causal_map.db (92K statutes, 119K citation edges)

## Per-HE database tables
Each .db contains: atoms (document sections), metadata, claims (fiscal),
expert_statement, committee_report, ptk_speeches (plenary), ev_decisions,
dissents, span_tags (concern/question/proposal/reference/admission/fiscal/law_ref),
discourse_edges (ENDORSES/UNADDRESSED/CONTRADICTS/CORROBORATES),
sentence_tags (role x quality x topic), lausunto_tags, mietinto_tags,
edge_previews (cross-document link metadata), law_refs, delegation_drift.

## For AI agents
- Structured JSON per HE: /he-dbs/{he-id}.json
- AI metadata: /ai.json (also at /.well-known/ai.json)
- WebMCP tools available when he-viewer.html is open (Chrome 146+)