Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002168

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002509

distance 0.117

#2 · Sanglicell 4930003720

distance 0.126

#3 · Sanglicell 4930002508

distance 0.13

#4 · Sanglicell 4930003708

distance 0.132

#5 · Sanglicell 4930003375

distance 0.146

#6 · Sanglicell 4930002171

distance 0.157

#7 · Sanglicell 4930004527

distance 0.163

#8 · Sataracell 4940000083

distance 0.163 · cross-district

#9 · Sanglicell 4930002174

distance 0.174

#10 · Sanglicell 4930006183

distance 0.175

#11 · Sanglicell 4930000894

distance 0.177

#12 · Sanglicell 4930002339

distance 0.177

#13 · Sanglicell 4930000603

distance 0.177

#14 · Kolhapurcell 4800004208

distance 0.178 · cross-district

#15 · Sanglicell 4930006747

distance 0.184

#16 · Kolhapurcell 4800004714

distance 0.185 · cross-district

#17 · Sanglicell 4930001511

distance 0.188

#18 · Sataracell 4940002316

distance 0.192 · 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":493,"cluster_id":4930002168}}}'

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.