Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009054

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000037

distance 0.098 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000157

distance 0.102 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000158

distance 0.102 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000021

distance 0.104 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000055

distance 0.115 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000079

distance 0.128 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000516

distance 0.128 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000039

distance 0.135 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000306

distance 0.141 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000214

distance 0.141 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000156

distance 0.144 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000056

distance 0.148 · cross-district

#13 · Nandedcell 4850002782

distance 0.149 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000098

distance 0.151 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000061

distance 0.152 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000062

distance 0.154 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000085

distance 0.156 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000608

distance 0.157 · 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":4700009054}}}'

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.