Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007337

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007864

distance 0.154

#2 · Sataracell 4940007132

distance 0.169

#3 · Sataracell 4940007550

distance 0.171

#4 · Sataracell 4940007007

distance 0.188

#5 · Sataracell 4940007011

distance 0.196

#6 · Sataracell 4940008561

distance 0.196

#7 · Sataracell 4940007755

distance 0.196

#8 · Sataracell 4940007754

distance 0.196

#9 · Sataracell 4940007012

distance 0.197

#10 · Sataracell 4940007968

distance 0.2

#11 · Sataracell 4940007237

distance 0.203

#12 · Sataracell 4940007559

distance 0.208

#13 · Sataracell 4940008068

distance 0.211

#14 · Sataracell 4940007026

distance 0.213

#15 · Sataracell 4940008062

distance 0.213

#16 · Sataracell 4940007752

distance 0.216

#17 · Sataracell 4940007025

distance 0.216

#18 · Sataracell 4940007852

distance 0.217

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":4940007337}}}'

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.