Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003939

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004976

distance 0.171

#2 · Sanglicell 4930005835

distance 0.174

#3 · Sanglicell 4930004257

distance 0.188

#4 · Sanglicell 4930003402

distance 0.191

#5 · Kolhapurcell 4800005205

distance 0.193 · cross-district

#6 · Sanglicell 4930003599

distance 0.195

#7 · Kolhapurcell 4800004429

distance 0.196 · cross-district

#8 · Sanglicell 4930004813

distance 0.197

#9 · Sanglicell 4930002542

distance 0.201

#10 · Sanglicell 4930003414

distance 0.204

#11 · Sanglicell 4930001296

distance 0.206

#12 · Sanglicell 4930005928

distance 0.207

#13 · Sanglicell 4930004696

distance 0.209

#14 · Kolhapurcell 4800004689

distance 0.216 · cross-district

#15 · Sanglicell 4930002909

distance 0.216

#16 · Sanglicell 4930002039

distance 0.217

#17 · Sanglicell 4930003241

distance 0.218

#18 · Sanglicell 4930001054

distance 0.218

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":4930003939}}}'

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.