Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009041

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000476

distance 0.134 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000572

distance 0.134 · cross-district

#3 · Ahmednagarcell 4660012078

distance 0.142 · cross-district

#4 · Parbhanicell 4890002158

distance 0.148 · cross-district

#5 · Beedcell 4700008889

distance 0.152

#6 · Beedcell 4700006040

distance 0.158

#7 · Parbhanicell 4890002000

distance 0.159 · cross-district

#8 · Parbhanicell 4890002076

distance 0.159 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000234

distance 0.159 · cross-district

#10 · Solapurcell 4960005327

distance 0.159 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000069

distance 0.16 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000528

distance 0.16 · cross-district

#13 · Beedcell 4700008349

distance 0.162

#14 · Jalnacell 4790003224

distance 0.164 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000527

distance 0.164 · cross-district

#16 · Buldhanacell 4720001311

distance 0.166 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000569

distance 0.169 · cross-district

#18 · Beedcell 4700009027

distance 0.17

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":4700009041}}}'

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.