Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003321

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004383

distance 0.133

#2 · Sataracell 4940003440

distance 0.137

#3 · Sataracell 4940003225

distance 0.151

#4 · Sanglicell 4930006688

distance 0.172 · cross-district

#5 · Sataracell 4940003205

distance 0.178

#6 · Sataracell 4940006629

distance 0.188

#7 · Sataracell 4940002200

distance 0.194

#8 · Sanglicell 4930002330

distance 0.198 · cross-district

#9 · Solapurcell 4960006877

distance 0.203 · cross-district

#10 · Sataracell 4940001806

distance 0.212

#11 · Sanglicell 4930006600

distance 0.215 · cross-district

#12 · Sataracell 4940001794

distance 0.216

#13 · Sanglicell 4930006893

distance 0.217 · cross-district

#14 · Sataracell 4940001437

distance 0.217

#15 · Sataracell 4940002988

distance 0.218

#16 · Sataracell 4940003114

distance 0.22

#17 · Sataracell 4940003439

distance 0.221

#18 · Sataracell 4940003115

distance 0.221

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":4940003321}}}'

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.