Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007288

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008814

distance 0.16

#2 · Beedcell 4700007197

distance 0.177

#3 · Ahmednagarcell 4660008163

distance 0.182 · cross-district

#4 · Beedcell 4700008774

distance 0.189

#5 · Ahmednagarcell 4660005526

distance 0.193 · cross-district

#6 · Beedcell 4700008869

distance 0.194

#7 · Dharashivcell 4880004869

distance 0.195 · cross-district

#8 · Beedcell 4700007220

distance 0.201

#9 · Beedcell 4700007653

distance 0.202

#10 · Beedcell 4700008827

distance 0.203

#11 · Beedcell 4700008775

distance 0.206

#12 · Ahmednagarcell 4660006111

distance 0.209 · cross-district

#13 · Beedcell 4700007307

distance 0.21

#14 · Chhatrapati Sambhajinagarcell 4690000493

distance 0.217 · cross-district

#15 · Beedcell 4700008821

distance 0.217

#16 · Beedcell 4700008730

distance 0.218

#17 · Beedcell 4700001979

distance 0.22

#18 · Dharashivcell 4880004849

distance 0.221 · 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":4700007288}}}'

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.