Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000010

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005948

distance 0.177 · cross-district

#2 · Kolhapurcell 4800006112

distance 0.187 · cross-district

#3 · Sanglicell 4930003694

distance 0.208 · cross-district

#4 · Kolhapurcell 4800005993

distance 0.208 · cross-district

#5 · Kolhapurcell 4800006249

distance 0.208 · cross-district

#6 · Sanglicell 4930002650

distance 0.214 · cross-district

#7 · Sanglicell 4930003170

distance 0.222 · cross-district

#8 · Kolhapurcell 4800006044

distance 0.227 · cross-district

#9 · Sanglicell 4930002822

distance 0.228 · cross-district

#10 · Sanglicell 4930001227

distance 0.23 · cross-district

#11 · Sanglicell 4930003169

distance 0.233 · cross-district

#12 · Sanglicell 4930001981

distance 0.236 · cross-district

#13 · Kolhapurcell 4800006266

distance 0.241 · cross-district

#14 · Kolhapurcell 4800006099

distance 0.243 · cross-district

#15 · Kolhapurcell 4800006322

distance 0.245 · cross-district

#16 · Kolhapurcell 4800005947

distance 0.25 · cross-district

#17 · Kolhapurcell 4800006257

distance 0.251 · cross-district

#18 · Sanglicell 4930001653

distance 0.251 · 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":4940000010}}}'

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.