KKissan Ki Pehchan
AI and Knowledge

Knowledge Authority and Evidence Model

Authority hierarchy, provenance classes, claim requirements and conflict handling.

BlueprintVersion 0.25 Aug 2026

Operational authority order

  1. Current local law, registration and approved departmental rules.
  2. Verified local laboratory, field and case evidence.
  3. Live environmental/geographic observations.
  4. Current official regulators and institutions.
  5. Peer-reviewed literature and systematic reviews.
  6. Reputable university/extension material.
  7. Other professional sources.
  8. General web material.
  9. Unaided model memory.

Local authority governs permitted action; external science can improve diagnosis and expose gaps.

Evidence record

Unique ID, provenance, source/version, date, geography/crop/stage applicability, authority class, extracted claim, passage locator, confidence, limitations and operational approval status.

Claim support

Claim Minimum support
General low-risk explanation model knowledge or reputable source
Case observation farmer, media or verified field record
Local diagnosis support observations plus applicable evidence
Current outbreak statement verified surveillance and human review
Product registration current authoritative register
Dose/interval/restriction current approved rule and deterministic calculation

Conflicts

Record disagreement, authority/date, geography/method differences, what remains supportable and whether review is required. Never average incompatible sources.