Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002583

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001185

distance 0.169

#2 · Sanglicell 4930002744

distance 0.192

#3 · Sanglicell 4930000582

distance 0.196

#4 · Sanglicell 4930003779

distance 0.204

#5 · Sanglicell 4930001065

distance 0.207

#6 · Sanglicell 4930003745

distance 0.212

#7 · Solapurcell 4960012388

distance 0.212 · cross-district

#8 · Ahmednagarcell 4660005295

distance 0.218 · cross-district

#9 · Sanglicell 4930002236

distance 0.219

#10 · Dharashivcell 4880003186

distance 0.22 · cross-district

#11 · Solapurcell 4960000120

distance 0.221 · cross-district

#12 · Sanglicell 4930000279

distance 0.223

#13 · Ahmednagarcell 4660005367

distance 0.223 · cross-district

#14 · Dharashivcell 4880002630

distance 0.227 · cross-district

#15 · Nashikcell 4870012324

distance 0.231 · cross-district

#16 · Ahmednagarcell 4660012208

distance 0.231 · cross-district

#17 · Sanglicell 4930003732

distance 0.232

#18 · Beedcell 4700008230

distance 0.233 · 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":4930002583}}}'

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.