Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003290

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003643

distance 0.09

#2 · Sanglicell 4930003112

distance 0.095

#3 · Sanglicell 4930003644

distance 0.101

#4 · Sanglicell 4930003291

distance 0.11

#5 · Sanglicell 4930003467

distance 0.12

#6 · Sanglicell 4930003810

distance 0.134

#7 · Sanglicell 4930003446

distance 0.144

#8 · Sanglicell 4930003642

distance 0.146

#9 · Sanglicell 4930003116

distance 0.15

#10 · Sanglicell 4930003812

distance 0.164

#11 · Sanglicell 4930003468

distance 0.169

#12 · Dharashivcell 4880001831

distance 0.171 · cross-district

#13 · Sanglicell 4930003287

distance 0.181

#14 · Sanglicell 4930003465

distance 0.182

#15 · Nashikcell 4870005777

distance 0.183 · cross-district

#16 · Sanglicell 4930003955

distance 0.184

#17 · Sanglicell 4930003443

distance 0.188

#18 · Sanglicell 4930003962

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":4930003290}}}'

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.