Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003776

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002904

distance 0.146

#2 · Sanglicell 4930000197

distance 0.165

#3 · Ahmednagarcell 4660005220

distance 0.182 · cross-district

#4 · Sanglicell 4930000003

distance 0.192

#5 · Sanglicell 4930000263

distance 0.196

#6 · Sanglicell 4930000194

distance 0.197

#7 · Sanglicell 4930001187

distance 0.2

#8 · Kolhapurcell 4800005904

distance 0.201 · cross-district

#9 · Ahmednagarcell 4660009918

distance 0.204 · cross-district

#10 · Nashikcell 4870004147

distance 0.205 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005570

distance 0.208 · cross-district

#12 · Sanglicell 4930001218

distance 0.211

#13 · Sanglicell 4930000223

distance 0.213

#14 · Sanglicell 4930002877

distance 0.214

#15 · Solapurcell 4960000969

distance 0.215 · cross-district

#16 · Sanglicell 4930003606

distance 0.22

#17 · Sanglicell 4930000236

distance 0.221

#18 · Sanglicell 4930000204

distance 0.222

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":4930003776}}}'

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.