Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000237

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000280

distance 0.13

#2 · Sataracell 4940000327

distance 0.154

#3 · Sataracell 4940000432

distance 0.188

#4 · Sataracell 4940000547

distance 0.195

#5 · Sanglicell 4930004059

distance 0.203 · cross-district

#6 · Kolhapurcell 4800005969

distance 0.216 · cross-district

#7 · Sanglicell 4930005077

distance 0.24 · cross-district

#8 · Sanglicell 4930002669

distance 0.24 · cross-district

#9 · Sataracell 4940001012

distance 0.242

#10 · Sataracell 4940000319

distance 0.243

#11 · Sanglicell 4930003189

distance 0.246 · cross-district

#12 · Sataracell 4940004975

distance 0.25

#13 · Kolhapurcell 4800004779

distance 0.251 · cross-district

#14 · Sanglicell 4930004649

distance 0.259 · cross-district

#15 · Sataracell 4940005603

distance 0.26

#16 · Sataracell 4940004617

distance 0.262

#17 · Sataracell 4940005105

distance 0.264

#18 · Solapurcell 4960007924

distance 0.264 · 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":4940000237}}}'

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.