Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003948

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002415

distance 0.148

#2 · Beedcell 4700004290

distance 0.159

#3 · Buldhanacell 4720002543

distance 0.165 · cross-district

#4 · Beedcell 4700003942

distance 0.183

#5 · Dharashivcell 4880005074

distance 0.19 · cross-district

#6 · Jalnacell 4790003398

distance 0.194 · cross-district

#7 · Beedcell 4700004111

distance 0.197

#8 · Beedcell 4700002752

distance 0.199

#9 · Beedcell 4700003952

distance 0.2

#10 · Chhatrapati Sambhajinagarcell 4690008227

distance 0.203 · cross-district

#11 · Beedcell 4700003232

distance 0.205

#12 · Beedcell 4700004634

distance 0.205

#13 · Buldhanacell 4720002982

distance 0.207 · cross-district

#14 · Beedcell 4700003595

distance 0.208

#15 · Chhatrapati Sambhajinagarcell 4690007938

distance 0.211 · cross-district

#16 · Beedcell 4700003779

distance 0.212

#17 · Beedcell 4700002087

distance 0.212

#18 · Beedcell 4700003768

distance 0.216

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":4700003948}}}'

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.