Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007269

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007795

distance 0.147

#2 · Sataracell 4940008203

distance 0.154

#3 · Sataracell 4940008409

distance 0.163

#4 · Sataracell 4940006861

distance 0.163

#5 · Sataracell 4940007716

distance 0.164

#6 · Sataracell 4940007377

distance 0.165

#7 · Ahmednagarcell 4660006392

distance 0.165 · cross-district

#8 · Sataracell 4940007901

distance 0.167

#9 · Sataracell 4940007720

distance 0.168

#10 · Solapurcell 4960008025

distance 0.175 · cross-district

#11 · Sataracell 4940007808

distance 0.178

#12 · Sataracell 4940006862

distance 0.18

#13 · Sataracell 4940007270

distance 0.18

#14 · Sataracell 4940006835

distance 0.183

#15 · Ahmednagarcell 4660003886

distance 0.184 · cross-district

#16 · Beedcell 4700004327

distance 0.187 · cross-district

#17 · Sataracell 4940008312

distance 0.19

#18 · Sataracell 4940007912

distance 0.191

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":4940007269}}}'

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.