Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003821

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003123

distance 0.108

#2 · Sanglicell 4930003652

distance 0.123

#3 · Sanglicell 4930003463

distance 0.125

#4 · Sanglicell 4930002444

distance 0.126

#5 · Sanglicell 4930004311

distance 0.138

#6 · Sanglicell 4930002944

distance 0.14

#7 · Sanglicell 4930002111

distance 0.149

#8 · Sanglicell 4930001762

distance 0.159

#9 · Sanglicell 4930002262

distance 0.164

#10 · Dharashivcell 4880001293

distance 0.165 · cross-district

#11 · Sanglicell 4930003978

distance 0.165

#12 · Sanglicell 4930003813

distance 0.169

#13 · Sanglicell 4930003979

distance 0.171

#14 · Sanglicell 4930003640

distance 0.173

#15 · Beedcell 4700007939

distance 0.18 · cross-district

#16 · Sanglicell 4930001937

distance 0.181

#17 · Sanglicell 4930003122

distance 0.183

#18 · Sanglicell 4930002945

distance 0.185

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":4930003821}}}'

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.