Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001757

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002726

distance 0.191

#2 · Sataracell 4940002716

distance 0.209

#3 · Sataracell 4940003282

distance 0.217

#4 · Sataracell 4940003509

distance 0.217

#5 · Sataracell 4940003524

distance 0.225

#6 · Kolhapurcell 4800003542

distance 0.225 · cross-district

#7 · Sataracell 4940003407

distance 0.237

#8 · Sataracell 4940002600

distance 0.237

#9 · Sataracell 4940003061

distance 0.24

#10 · Sataracell 4940002613

distance 0.243

#11 · Sanglicell 4930000115

distance 0.246 · cross-district

#12 · Beedcell 4700004932

distance 0.247 · cross-district

#13 · Sataracell 4940001296

distance 0.251

#14 · Beedcell 4700005093

distance 0.254 · cross-district

#15 · Sataracell 4940002489

distance 0.256

#16 · Sataracell 4940001356

distance 0.257

#17 · Sataracell 4940003401

distance 0.257

#18 · Sataracell 4940003051

distance 0.257

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":4940001757}}}'

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.