Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001438

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005378

distance 0.13 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690006014

distance 0.131 · cross-district

#3 · Dharashivcell 4880000851

distance 0.134 · cross-district

#4 · Buldhanacell 4720000090

distance 0.135 · cross-district

#5 · Beedcell 4700001020

distance 0.137

#6 · Beedcell 4700002208

distance 0.138

#7 · Beedcell 4700003646

distance 0.139

#8 · Laturcell 4810002165

distance 0.141 · cross-district

#9 · Beedcell 4700000357

distance 0.141

#10 · Laturcell 4810001832

distance 0.142 · cross-district

#11 · Jalnacell 4790003653

distance 0.144 · cross-district

#12 · Sanglicell 4930000836

distance 0.145 · cross-district

#13 · Dharashivcell 4880000277

distance 0.146 · cross-district

#14 · Laturcell 4810000246

distance 0.147 · cross-district

#15 · Buldhanacell 4720002384

distance 0.151 · cross-district

#16 · Laturcell 4810000636

distance 0.153 · cross-district

#17 · Washimcell 4990001950

distance 0.153 · cross-district

#18 · Buldhanacell 4720000168

distance 0.154 · 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":4700001438}}}'

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.