Step 1: Live Text Streaming Of Government Proceedings

This project aims to provide a **neutral, real-time text feed** of parliamentary discussions and legislative sessions. The foundation is simple: capture **verbatim speech** without commentary, filtering, or external influence.

Project Roadmap

Step 1: Establish a Live Text Stream ✅ (Completed)

• Set up /help/gov with core project information.
• Integrate _nav-pills.php for structured external sources.
• Ensure accessible links to official government debate records.

Step 2: Collect & Store Text Data

• Identify reliable sources (Hansard, GovTrack, European Parliament, etc.).
• Ensure legal and ethical data retrieval.
• Implement **simple file-based logging** (.txt files per session).
• Use **modification timestamps** for tracking updates.

Step 3: Structure & Standardize Text Feeds

• Define **format conventions** (timestamps, speaker identifiers, session metadata).
• Build lightweight retrieval methods for easy **searchability and navigation**.
• Index stored sessions with **minimal complexity**.

Step 4: Introduce Rule-Based Annotation

• Develop structured annotations (e.g., Point of Order, Contradiction).
• Establish a **timestamped reference system**.
• Begin **manual annotation experiments** before automation.

Step 5: Automate Annotations & Cross-Checks

• Implement **basic AI-assisted tagging** using predefined procedural rules.
• Validate annotation accuracy against **primary sources**.
• Ensure **neutrality and consistency** in procedural detection.

Current Approach

The project starts with raw transcription, ensuring **absolute accuracy** before introducing analysis tools. Gradual refinement will introduce safeguards against misinformation and procedural bias.