Experiment Flow

1. Incident Preparation

Raw JSON articles are grouped into incidents with balanced ideological coverage.

2. Condition Bundling

Condition bundles are generated from left/center/right triplets with optional shuffling and reproducible seeds.

Reference: Experiment builder API reference

3. Prompt Construction

Prompts are synthesized per condition with strict JSON output requirements.

Reference: Prompt builder API reference

4. Model Execution

Ollama client executes model calls using endpoint fallbacks and optional response schemas.

Reference: Ollama client API reference

5. Parsing

Responses are parsed with strict JSON first, then robust fallbacks, and categorized with ParseStatus.

Reference: Response parsing API reference

6. Ingestion & Metrics

Run artifacts are normalized into analytics storage and exposed through FastAPI and Streamlit.

Reference: Analytics engine API reference