Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003263

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

0.92

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 · Beedcell 4700002027

distance 0.126 · cross-district

#2 · Sanglicell 4930002071

distance 0.138

#3 · Sanglicell 4930003080

distance 0.143

#4 · Sanglicell 4930001193

distance 0.157

#5 · Sanglicell 4930000756

distance 0.161

#6 · Beedcell 4700001440

distance 0.163 · cross-district

#7 · Sanglicell 4930000494

distance 0.166

#8 · Beedcell 4700001559

distance 0.168 · cross-district

#9 · Sanglicell 4930003435

distance 0.169

#10 · Ahmednagarcell 4660000429

distance 0.17 · cross-district

#11 · Sanglicell 4930001748

distance 0.17

#12 · Sanglicell 4930001578

distance 0.171

#13 · Sanglicell 4930001737

distance 0.171

#14 · Dharashivcell 4880003768

distance 0.171 · cross-district

#15 · Sanglicell 4930000077

distance 0.176

#16 · Sanglicell 4930001442

distance 0.178

#17 · Sanglicell 4930002261

distance 0.179

#18 · Laturcell 4810002429

distance 0.179 · 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":4930003263}}}'

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.