Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007708

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007486

distance 0.136

#2 · Sataracell 4940007187

distance 0.145

#3 · Sataracell 4940007276

distance 0.152

#4 · Sataracell 4940007393

distance 0.158

#5 · Sataracell 4940007606

distance 0.159

#6 · Sataracell 4940007162

distance 0.162

#7 · Sataracell 4940007270

distance 0.17

#8 · Sataracell 4940007171

distance 0.173

#9 · Sataracell 4940007617

distance 0.176

#10 · Sataracell 4940008414

distance 0.181

#11 · Solapurcell 4960007780

distance 0.181 · cross-district

#12 · Solapurcell 4960007657

distance 0.185 · cross-district

#13 · Sataracell 4940006837

distance 0.185

#14 · Sataracell 4940006832

distance 0.185

#15 · Ahmednagarcell 4660014201

distance 0.187 · cross-district

#16 · Sataracell 4940006858

distance 0.189

#17 · Sataracell 4940007289

distance 0.19

#18 · Sataracell 4940008123

distance 0.19

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":4940007708}}}'

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.