Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005952

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006645

distance 0.124

#2 · Beedcell 4700005235

distance 0.195

#3 · Beedcell 4700005957

distance 0.198

#4 · Beedcell 4700005078

distance 0.199

#5 · Beedcell 4700005962

distance 0.199

#6 · Ahmednagarcell 4660005183

distance 0.203 · cross-district

#7 · Beedcell 4700005072

distance 0.207

#8 · Beedcell 4700006682

distance 0.21

#9 · Sanglicell 4930003275

distance 0.214 · cross-district

#10 · Beedcell 4700006239

distance 0.217

#11 · Beedcell 4700002023

distance 0.218

#12 · Sanglicell 4930003794

distance 0.219 · cross-district

#13 · Ahmednagarcell 4660001307

distance 0.219 · cross-district

#14 · Beedcell 4700003859

distance 0.22

#15 · Beedcell 4700004058

distance 0.221

#16 · Chhatrapati Sambhajinagarcell 4690004617

distance 0.226 · cross-district

#17 · Sanglicell 4930002930

distance 0.228 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.231 · 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":470,"cluster_id":4700005952}}}'

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.