Stage 3 · Deliver

Hybrid Search & Traceability

Lexical BM25 and dense vector retrieval fused and re-ranked. Every answer resolves to a cited page and bounding box in the source document.

Dense Lexicalα=0.50

Citation & source trace

DOC-10K-8841 · Item 7. MD&A — Liquidity
p.47
{
  "chunk_id": "CH-002",
  "document_id": "DOC-10K-8841",
  "page": 47,
  "bbox": [
    72,
    300,
    540,
    420
  ],
  "as_of": "2026-02-21"
}
NWNDFree cash flow