Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000400

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007640

distance 0.309 · cross-district

#2 · Sanglicell 4930004182

distance 0.358 · cross-district

#3 · Sataracell 4940000640

distance 0.359

#4 · Sataracell 4940005584

distance 0.362

#5 · Chhatrapati Sambhajinagarcell 4690003691

distance 0.374 · cross-district

#6 · Sataracell 4940004837

distance 0.381

#7 · Chhatrapati Sambhajinagarcell 4690003993

distance 0.39 · cross-district

#8 · Sataracell 4940007465

distance 0.401

#9 · Chhatrapati Sambhajinagarcell 4690003692

distance 0.402 · cross-district

#10 · Sataracell 4940000637

distance 0.405

#11 · Sataracell 4940000254

distance 0.406

#12 · Chhatrapati Sambhajinagarcell 4690002390

distance 0.407 · cross-district

#13 · Sataracell 4940001344

distance 0.407

#14 · Nashikcell 4870008214

distance 0.41 · cross-district

#15 · Nashikcell 4870008215

distance 0.41 · cross-district

#16 · Amravaticell 4680006360

distance 0.411 · cross-district

#17 · Sataracell 4940000460

distance 0.412

#18 · Sanglicell 4930006358

distance 0.413 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940000400}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.