Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003753

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003755

distance 0.101

#2 · Sataracell 4940003284

distance 0.138

#3 · Sataracell 4940001955

distance 0.139

#4 · Sataracell 4940003058

distance 0.148

#5 · Sataracell 4940002603

distance 0.16

#6 · Sataracell 4940001353

distance 0.172

#7 · Sataracell 4940002949

distance 0.174

#8 · Sataracell 4940003292

distance 0.178

#9 · Sataracell 4940003398

distance 0.18

#10 · Sataracell 4940003744

distance 0.183

#11 · Sataracell 4940003289

distance 0.184

#12 · Sataracell 4940002731

distance 0.188

#13 · Kolhapurcell 4800003789

distance 0.189 · cross-district

#14 · Kolhapurcell 4800003045

distance 0.19 · cross-district

#15 · Kolhapurcell 4800003413

distance 0.194 · cross-district

#16 · Sataracell 4940002719

distance 0.194

#17 · Kolhapurcell 4800003222

distance 0.194 · cross-district

#18 · Kolhapurcell 4800003412

distance 0.198 · 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":4940003753}}}'

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.