Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004959

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004450

distance 0.152

#2 · Beedcell 4700005126

distance 0.172

#3 · Chhatrapati Sambhajinagarcell 4690001192

distance 0.182 · cross-district

#4 · Beedcell 4700004786

distance 0.184

#5 · Beedcell 4700001933

distance 0.194

#6 · Akolacell 4670000342

distance 0.199 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003906

distance 0.21 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005006

distance 0.212 · cross-district

#9 · Beedcell 4700003276

distance 0.213

#10 · Amravaticell 4680001730

distance 0.215 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002293

distance 0.216 · cross-district

#12 · Beedcell 4700004267

distance 0.218

#13 · Chhatrapati Sambhajinagarcell 4690003913

distance 0.221 · cross-district

#14 · Beedcell 4700005127

distance 0.221

#15 · Chhatrapati Sambhajinagarcell 4690004575

distance 0.222 · cross-district

#16 · Kolhapurcell 4800005443

distance 0.222 · cross-district

#17 · Dharashivcell 4880001039

distance 0.225 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002089

distance 0.225 · 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":4700004959}}}'

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.