Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003518

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003344

distance 0.181

#2 · Sanglicell 4930002821

distance 0.186

#3 · Sataracell 4940000014

distance 0.197 · cross-district

#4 · Kolhapurcell 4800006042

distance 0.207 · cross-district

#5 · Sanglicell 4930003685

distance 0.21

#6 · Sanglicell 4930002824

distance 0.213

#7 · Sanglicell 4930003348

distance 0.236

#8 · Sanglicell 4930002652

distance 0.237

#9 · Sanglicell 4930002993

distance 0.245

#10 · Sanglicell 4930002141

distance 0.248

#11 · Kolhapurcell 4800006177

distance 0.25 · cross-district

#12 · Sanglicell 4930003522

distance 0.253

#13 · Kolhapurcell 4800006279

distance 0.254 · cross-district

#14 · Sanglicell 4930003517

distance 0.258

#15 · Sanglicell 4930003345

distance 0.26

#16 · Sanglicell 4930002313

distance 0.262

#17 · Kolhapurcell 4800006181

distance 0.264 · cross-district

#18 · Kolhapurcell 4800006185

distance 0.266 · 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":4930003518}}}'

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.