Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008441

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008272

distance 0.112

#2 · Nandedcell 4850000668

distance 0.14 · cross-district

#3 · Beedcell 4700001285

distance 0.143

#4 · Laturcell 4810002147

distance 0.144 · cross-district

#5 · Beedcell 4700008356

distance 0.144

#6 · Dharashivcell 4880001069

distance 0.151 · cross-district

#7 · Laturcell 4810002069

distance 0.152 · cross-district

#8 · Solapurcell 4960004870

distance 0.155 · cross-district

#9 · Beedcell 4700004831

distance 0.157

#10 · Dharashivcell 4880000157

distance 0.16 · cross-district

#11 · Nashikcell 4870005634

distance 0.165 · cross-district

#12 · Laturcell 4810001102

distance 0.165 · cross-district

#13 · Jalnacell 4790000293

distance 0.165 · cross-district

#14 · Dharashivcell 4880000974

distance 0.166 · cross-district

#15 · Washimcell 4990000673

distance 0.167 · cross-district

#16 · Buldhanacell 4720001370

distance 0.168 · cross-district

#17 · Beedcell 4700008362

distance 0.171

#18 · Chhatrapati Sambhajinagarcell 4690005576

distance 0.171 · 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":4700008441}}}'

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.