Evidence Pipeline Research System

Transform evidence into knowledge through systematic research workflows

Research Pipeline Flow
1
Evidence
→
2
Hypotheses
→
3
Experiments
→
4
Knowledge
→
5
Insights
Quick Demo

See the Evidence Pipeline in action with real AI/ML research data. Takes just 10 seconds!

No setup required • Works instantly
What You Get
  • Ingest evidence from multiple sources automatically
  • Generate testable hypotheses using AI
  • Design and run experiments systematically
  • Build knowledge graphs with relationships
  • Track provenance and citations

Pipeline Results

Evidence Processing
Generated Hypotheses
Knowledge Insights

How It Works

1. Evidence Ingestion

Collect and process evidence from multiple sources (web, PDF, text)

2. Deduplication & Embedding

Remove duplicates and generate vector embeddings for similarity search

3. Citation Graph

Build citation networks and calculate centrality scores

4. Hypothesis Generation

Use LLMs to generate testable hypotheses from evidence

5. Experiment Design

Create experimental protocols to test hypotheses

6. Knowledge Construction

Build knowledge graphs with entities, relations, and provenance