Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001010

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001072

distance 0.183

#2 · Sataracell 4940001184

distance 0.191

#3 · Kolhapurcell 4800003748

distance 0.203 · cross-district

#4 · Sataracell 4940001125

distance 0.211

#5 · Kolhapurcell 4800003679

distance 0.219 · cross-district

#6 · Sanglicell 4930004511

distance 0.223 · cross-district

#7 · Sataracell 4940004135

distance 0.224

#8 · Sanglicell 4930006407

distance 0.226 · cross-district

#9 · Sataracell 4940003595

distance 0.227

#10 · Kolhapurcell 4800004619

distance 0.23 · cross-district

#11 · Sanglicell 4930005420

distance 0.232 · cross-district

#12 · Sataracell 4940001011

distance 0.233

#13 · Sataracell 4940000996

distance 0.234

#14 · Kolhapurcell 4800005037

distance 0.235 · cross-district

#15 · Sanglicell 4930006057

distance 0.24 · cross-district

#16 · Sataracell 4940000177

distance 0.241

#17 · Kolhapurcell 4800004206

distance 0.242 · cross-district

#18 · Sataracell 4940000607

distance 0.242

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":4940001010}}}'

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.