Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002221

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006973

distance 0.122 · cross-district

#2 · Sataracell 4940001910

distance 0.127

#3 · Sataracell 4940003697

distance 0.163

#4 · Solapurcell 4960002133

distance 0.169 · cross-district

#5 · Sataracell 4940003238

distance 0.17

#6 · Solapurcell 4960004207

distance 0.17 · cross-district

#7 · Sanglicell 4930006935

distance 0.176 · cross-district

#8 · Sataracell 4940002685

distance 0.182

#9 · Sataracell 4940002222

distance 0.182

#10 · Sanglicell 4930006644

distance 0.184 · cross-district

#11 · Sanglicell 4930007182

distance 0.187 · cross-district

#12 · Sanglicell 4930006944

distance 0.189 · cross-district

#13 · Sanglicell 4930006898

distance 0.189 · cross-district

#14 · Sataracell 4940003359

distance 0.19

#15 · Sanglicell 4930006777

distance 0.194 · cross-district

#16 · Solapurcell 4960002014

distance 0.197 · cross-district

#17 · Sanglicell 4930007133

distance 0.199 · cross-district

#18 · Sanglicell 4930006843

distance 0.199 · 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":4940002221}}}'

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.