Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009050

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000097

distance 0.143 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690004704

distance 0.149 · cross-district

#3 · Ahmednagarcell 4660009125

distance 0.153 · cross-district

#4 · Jalnacell 4790000075

distance 0.157 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000508

distance 0.162 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001499

distance 0.171 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001509

distance 0.173 · cross-district

#8 · Parbhanicell 4890003425

distance 0.178 · cross-district

#9 · Beedcell 4700008584

distance 0.182

#10 · Solapurcell 4960004858

distance 0.183 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000477

distance 0.183 · cross-district

#12 · Jalgaoncell 4780003912

distance 0.184 · cross-district

#13 · Solapurcell 4960012397

distance 0.185 · cross-district

#14 · Beedcell 4700006921

distance 0.188

#15 · Chhatrapati Sambhajinagarcell 4690004151

distance 0.189 · cross-district

#16 · Buldhanacell 4720000802

distance 0.189 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000393

distance 0.19 · cross-district

#18 · Jalnacell 4790000349

distance 0.191 · 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":4700009050}}}'

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.