Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001622

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001937

distance 0.126

#2 · Sanglicell 4930002073

distance 0.127

#3 · Sanglicell 4930001930

distance 0.128

#4 · Sanglicell 4930000986

distance 0.138

#5 · Sanglicell 4930001479

distance 0.143

#6 · Dharashivcell 4880002631

distance 0.144 · cross-district

#7 · Sanglicell 4930003817

distance 0.149

#8 · Laturcell 4810002230

distance 0.149 · cross-district

#9 · Sanglicell 4930002108

distance 0.156

#10 · Beedcell 4700001120

distance 0.157 · cross-district

#11 · Dharashivcell 4880003773

distance 0.158 · cross-district

#12 · Sanglicell 4930000589

distance 0.158

#13 · Beedcell 4700006779

distance 0.16 · cross-district

#14 · Sanglicell 4930001203

distance 0.161

#15 · Sanglicell 4930001090

distance 0.163

#16 · Sanglicell 4930003286

distance 0.165

#17 · Sanglicell 4930002271

distance 0.166

#18 · Beedcell 4700007412

distance 0.166 · 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":4930001622}}}'

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.