Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001013

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000894

distance 0.101

#2 · Sataracell 4940001012

distance 0.135

#3 · Kolhapurcell 4800005304

distance 0.173 · cross-district

#4 · Sanglicell 4930003536

distance 0.182 · cross-district

#5 · Sataracell 4940001011

distance 0.185

#6 · Sanglicell 4930000903

distance 0.187 · cross-district

#7 · Kolhapurcell 4800004436

distance 0.188 · cross-district

#8 · Kolhapurcell 4800004621

distance 0.203 · cross-district

#9 · Sanglicell 4930006179

distance 0.206 · cross-district

#10 · Sataracell 4940004595

distance 0.218

#11 · Sataracell 4940008520

distance 0.219

#12 · Kolhapurcell 4800004038

distance 0.223 · cross-district

#13 · Sataracell 4940005841

distance 0.223

#14 · Sanglicell 4930006261

distance 0.223 · cross-district

#15 · Kolhapurcell 4800003972

distance 0.226 · cross-district

#16 · Sataracell 4940005083

distance 0.226

#17 · Kolhapurcell 4800004886

distance 0.227 · cross-district

#18 · Kolhapurcell 4800004128

distance 0.231 · 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":4940001013}}}'

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.