Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001027

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690004523

distance 0.163 · cross-district

#2 · Sanglicell 4930001911

distance 0.195 · cross-district

#3 · Solapurcell 4960005215

distance 0.203 · cross-district

#4 · Beedcell 4700007092

distance 0.206

#5 · Nashikcell 4870007193

distance 0.219 · cross-district

#6 · Buldhanacell 4720001138

distance 0.225 · cross-district

#7 · Buldhanacell 4720000641

distance 0.227 · cross-district

#8 · Beedcell 4700008446

distance 0.228

#9 · Ahmednagarcell 4660009738

distance 0.228 · cross-district

#10 · Washimcell 4990001683

distance 0.228 · cross-district

#11 · Beedcell 4700002561

distance 0.229

#12 · Ahmednagarcell 4660000569

distance 0.24 · cross-district

#13 · Beedcell 4700000798

distance 0.243

#14 · Sanglicell 4930003762

distance 0.243 · cross-district

#15 · Beedcell 4700007897

distance 0.245

#16 · Ahmednagarcell 4660003801

distance 0.245 · cross-district

#17 · Solapurcell 4960007357

distance 0.247 · cross-district

#18 · Washimcell 4990000272

distance 0.248 · 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":4700001027}}}'

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.