Ask a question about heavy metals in food. Every answer is grounded in cited Heavy Metal Index pages — no outside knowledge, no hallucination. If the corpus doesn't carry evidence on your question, you'll see a "no evidence loaded" reply rather than a guess.
Try one of these:
Lint reports
Periodic audits identify contradictions across pages, stale claims citing only older literature, orphaned pages with no inbound links, missing cross-references, evidence-tier imbalances where synthesis pages rest on Tier B or Tier C sources despite Tier A availability, regulatory drift on rules older than six months, and proposed next sources to seek out. Reports are dated and linked from the log.
2026-05-17
audit-quarantines - Active audit quarantines requiring Karen review before downstream use.
Ingredient metal-coverage audit Audits every page under wiki/ingredients/ against the Part 6 coverage rule: any ingest that touches an ingredient page must advance all ten contamination_profile sub-blocks out of pending.
Adversarial defensibility audit — 2026-06-10 An independent (different-model) pass auditing the wiki the way a hostile plaintiff’s expert in a class action would: hunting for the places where “we have reviewed the complete literature and here is what it says” breaks under cross-examination.
report-only (no fixes applied per isolation rules)Updated
Audit quarantines Pages listed here should not be used for downstream HMT&C threshold setting, course content, or app data until Karen has reviewed the cited issue.
DOI fallback follow-up — 2026-05-13 89 source pages were marked no_doi_assigned: true with a Google Scholar search URL as access_url during the 2026-05-13 morning publish run.
Source legend migration follow-up — 2026-05-13 The Tier 1 source-legend generator (tools/evidence/build-source-legend.mjs) skipped 7 pages because they already carry hand-curated ## Sources content that should not be clobbered by auto-generation.
Routing-unresolved triage — 2026-05-12 Triaged all 46 entries in data/evidence/routing_unresolved.csv against the four-way decision tree (frontmatter typo, below-threshold variant, above-threshold new-page proposal, detector bug).
Category 5 Plant-Milk Corpus Pilot Audit Trigger The raw marker/PyTorch corpus contains 23,260 markdown documents under /Users/karenpendergrass/Desktop/heavy-metal-index/raw/markdown.
Category 1 Source Candidate Queue This queue is generated from the current triage manifest at /Users/karenpendergrass/Documents/heavy-metal-index/triage-output/current/manifest.csv.