Addresses #17

Summary

• add knowledge-graph-retraction-guard, a focused knowledge-graph integrity slice for issue Scientific Knowledge Graph Integration #17
• detect entity and relationship findings from retraction/correction notices, suppress recommendations backed by retracted evidence, and export JSON-LD audit evidence
• include sample graph input, requirement map, SVG/MP4/GIF demo artifacts, and local validation scripts

Validation

Fresh validation on 2026-05-17 21:09 PDT:

• npm run check
• npm test -> Node test runner passed 4 tests, 0 failures
• npm run demo -> evidence digest f38372bec525b489, 6 findings (2 critical, 2 high), 1 suppressed recommendation, and 1 review recommendation
• file docs/demo.gif docs/demo.mp4 docs/demo.svg -> GIF image data, MP4 v2, and SVG
• git diff --check
• focused sensitive-string scan for API keys, secrets, tokens, passwords, private keys, wallet material, and EVM addresses

/claim #17