Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004752

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004235

distance 0.116

#2 · Beedcell 4700005247

distance 0.141

#3 · Beedcell 4700005529

distance 0.15

#4 · Beedcell 4700005943

distance 0.161

#5 · Beedcell 4700005980

distance 0.163

#6 · Beedcell 4700005381

distance 0.167

#7 · Ahmednagarcell 4660003496

distance 0.169 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003765

distance 0.171 · cross-district

#9 · Beedcell 4700004048

distance 0.173

#10 · Beedcell 4700003202

distance 0.177

#11 · Beedcell 4700004237

distance 0.178

#12 · Beedcell 4700005837

distance 0.18

#13 · Chhatrapati Sambhajinagarcell 4690004792

distance 0.18 · cross-district

#14 · Beedcell 4700005402

distance 0.181

#15 · Ahmednagarcell 4660005182

distance 0.182 · cross-district

#16 · Kolhapurcell 4800003271

distance 0.182 · cross-district

#17 · Beedcell 4700001866

distance 0.183

#18 · Ahmednagarcell 4660003739

distance 0.184 · 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":4700004752}}}'

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.