Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000430

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000373

distance 0.095

#2 · Sanglicell 4930003068

distance 0.159

#3 · Sanglicell 4930001175

distance 0.16

#4 · Sanglicell 4930000079

distance 0.167

#5 · Sanglicell 4930000425

distance 0.175

#6 · Sanglicell 4930001478

distance 0.176

#7 · Sanglicell 4930001073

distance 0.179

#8 · Sanglicell 4930001573

distance 0.18

#9 · Sanglicell 4930000768

distance 0.185

#10 · Sanglicell 4930003084

distance 0.186

#11 · Sanglicell 4930004122

distance 0.186

#12 · Sanglicell 4930000485

distance 0.187

#13 · Sanglicell 4930000486

distance 0.188

#14 · Laturcell 4810002410

distance 0.19 · cross-district

#15 · Sanglicell 4930001189

distance 0.19

#16 · Sanglicell 4930000321

distance 0.19

#17 · Sanglicell 4930001572

distance 0.191

#18 · Chhatrapati Sambhajinagarcell 4690001587

distance 0.195 · 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":4930000430}}}'

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.