Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001300

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001606

distance 0.129

#2 · Beedcell 4700003080

distance 0.131

#3 · Beedcell 4700001010

distance 0.137

#4 · Beedcell 4700002082

distance 0.141

#5 · Laturcell 4810001316

distance 0.162 · cross-district

#6 · Beedcell 4700000311

distance 0.167

#7 · Beedcell 4700001035

distance 0.169

#8 · Beedcell 4700001608

distance 0.172

#9 · Beedcell 4700000646

distance 0.176

#10 · Laturcell 4810001173

distance 0.183 · cross-district

#11 · Jalnacell 4790000615

distance 0.184 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005846

distance 0.188 · cross-district

#13 · Beedcell 4700002559

distance 0.19

#14 · Solapurcell 4960001666

distance 0.194 · cross-district

#15 · Beedcell 4700002375

distance 0.196

#16 · Chhatrapati Sambhajinagarcell 4690006264

distance 0.197 · cross-district

#17 · Beedcell 4700002208

distance 0.198

#18 · Beedcell 4700001454

distance 0.198

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":4700001300}}}'

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.