KKissan Ki Pehchan
Data and Control

Core Data Model

Entities, immutable snapshots and relationships for live sessions, selected media, evidence, reasoning and review.

BlueprintVersion 0.25 Aug 2026

Entities and relationships

EntityKey relationships
Farmerconsents, farms, cases
Farm/Fieldgeometry, context cache, crop cycles
Caseturns, live sessions, evidence, assessments, escalations
LiveSessionroom, participants, network mode, tracks, selected frames
Participantfarmer, AI agent, officer/agronomist
MediaTrackaudio/video metadata, start/end, quality telemetry; not necessarily recorded
FrameSampletimestamp, quality, objective, hash, storage reference and evidence ID
Turnoriginal/normalized transcript, entities, speaker
EvidenceItemframe/API/farmer/document/research provenance
Assessmenthypotheses, evidence, policy results and response
Escalationjoin request, reviewer action, SLA and disposition

Snapshots

Every reasoning run reads an immutable case snapshot containing transcript turns, accepted frame IDs, context, evidence and all model/prompt/tool versions. Room telemetry may be aggregated, but any data that materially influenced a decision must be referenced.

Geospatial sensitivity

Separate precise field geometry from coarse district context. Grant precise access only when operationally required and record every access/export.