Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002575

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003443

distance 0.067

#2 · Sanglicell 4930003962

distance 0.077

#3 · Sanglicell 4930003268

distance 0.085

#4 · Sanglicell 4930003446

distance 0.112

#5 · Sanglicell 4930003112

distance 0.137

#6 · Sanglicell 4930003447

distance 0.146

#7 · Sanglicell 4930003466

distance 0.148

#8 · Sanglicell 4930003116

distance 0.163

#9 · Laturcell 4810001439

distance 0.17 · cross-district

#10 · Sanglicell 4930003442

distance 0.175

#11 · Solapurcell 4960000330

distance 0.176 · cross-district

#12 · Nashikcell 4870005187

distance 0.178 · cross-district

#13 · Sanglicell 4930003444

distance 0.179

#14 · Sanglicell 4930003644

distance 0.18

#15 · Dharashivcell 4880001911

distance 0.182 · cross-district

#16 · Solapurcell 4960012460

distance 0.183 · cross-district

#17 · Nashikcell 4870012435

distance 0.184 · cross-district

#18 · Sanglicell 4930003445

distance 0.188

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":4930002575}}}'

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.