Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006532

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006248

distance 0.138

#2 · Sanglicell 4930004371

distance 0.155

#3 · Sanglicell 4930006390

distance 0.161

#4 · Sanglicell 4930006118

distance 0.163

#5 · Sanglicell 4930006392

distance 0.166

#6 · Sanglicell 4930005182

distance 0.173

#7 · Sanglicell 4930006460

distance 0.175

#8 · Sanglicell 4930005183

distance 0.176

#9 · Sanglicell 4930006535

distance 0.178

#10 · Sanglicell 4930005884

distance 0.178

#11 · Sanglicell 4930005887

distance 0.184

#12 · Kolhapurcell 4800004799

distance 0.185 · cross-district

#13 · Sanglicell 4930005890

distance 0.187

#14 · Sanglicell 4930006114

distance 0.191

#15 · Kolhapurcell 4800004890

distance 0.191 · cross-district

#16 · Kolhapurcell 4800004369

distance 0.195 · cross-district

#17 · Sanglicell 4930005227

distance 0.197

#18 · Sanglicell 4930006309

distance 0.198

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":4930006532}}}'

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.