Sequence · WhyRating / Prism v3
Prism Engine — review batch through aspect-based extraction
FETCH UNCLASSIFIED
LOAD SECTOR VOCAB
36 PRIMITIVES + ADDONS
BATCH × 5 PARALLEL
ABSA EXTRACT
STRUCTURED JSON
VALIDATE + ANCHOR GROUND
PYDANTIC + UPSERT
FEED
Review Stream
v3 · LEFT JOIN
ORCH
Classification Pipeline
async · semaphore × 5
RAG
Sector Vocabulary
primitives + addons
AI
Anthropic LLM
claude-sonnet-4
GUARD
Validator + DB
Pydantic · v3 upsert
LEGEND
Focal orchestrator
External / API call
Return
Critical guard step
RAG / store