Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005141

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001352

distance 0.147

#2 · Beedcell 4700001580

distance 0.177

#3 · Laturcell 4810001606

distance 0.177 · cross-district

#4 · Beedcell 4700000473

distance 0.181

#5 · Beedcell 4700005156

distance 0.182

#6 · Beedcell 4700003782

distance 0.184

#7 · Laturcell 4810001890

distance 0.187 · cross-district

#8 · Laturcell 4810002692

distance 0.19 · cross-district

#9 · Buldhanacell 4720001831

distance 0.192 · cross-district

#10 · Beedcell 4700004629

distance 0.194

#11 · Laturcell 4810004226

distance 0.195 · cross-district

#12 · Beedcell 4700000257

distance 0.197

#13 · Jalnacell 4790003743

distance 0.197 · cross-district

#14 · Buldhanacell 4720000327

distance 0.198 · cross-district

#15 · Beedcell 4700001015

distance 0.198

#16 · Beedcell 4700001753

distance 0.199

#17 · Laturcell 4810005934

distance 0.201 · cross-district

#18 · Laturcell 4810002604

distance 0.202 · 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":4700005141}}}'

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.