Appendix A · Interactive Visualization

Research Pipeline

Explore the thesis processing pipeline as an interactive node editor. Click “Run Pipeline” to attempt execution (requires AWS backend), expand nodes to inspect inputs, outputs, and metrics, and adjust parameters to see how configurations affect results.

11-stage tag governance pipeline: harvest → filter → cluster → canonicalize → dedupe → score → NLU validate → domain filter → metadata → drift → evaluate. Multi-model (GPT-4.1, Opus 4, Meta-70B), audit-first, config-driven.CASCON 2025