Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002077

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000857

distance 0.116

#2 · Sanglicell 4930001220

distance 0.137

#3 · Sanglicell 4930001221

distance 0.14

#4 · Sanglicell 4930001309

distance 0.142

#5 · Sanglicell 4930000965

distance 0.142

#6 · Sanglicell 4930000277

distance 0.161

#7 · Sanglicell 4930002396

distance 0.164

#8 · Sanglicell 4930000164

distance 0.168

#9 · Sanglicell 4930000278

distance 0.168

#10 · Sanglicell 4930002582

distance 0.171

#11 · Sanglicell 4930003394

distance 0.175

#12 · Sanglicell 4930001195

distance 0.181

#13 · Ahmednagarcell 4660001291

distance 0.182 · cross-district

#14 · Solapurcell 4960007246

distance 0.183 · cross-district

#15 · Solapurcell 4960012508

distance 0.184 · cross-district

#16 · Solapurcell 4960004420

distance 0.184 · cross-district

#17 · Sanglicell 4930003908

distance 0.185

#18 · Sanglicell 4930002917

distance 0.185

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":4930002077}}}'

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.