Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002460

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012627

distance 0.19 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003276

distance 0.197 · cross-district

#3 · Solapurcell 4960010120

distance 0.215 · cross-district

#4 · Solapurcell 4960000900

distance 0.219 · cross-district

#5 · Ahmednagarcell 4660001128

distance 0.229 · cross-district

#6 · Punecell 4900006184

distance 0.229 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000251

distance 0.23 · cross-district

#8 · Ahmednagarcell 4660013179

distance 0.232 · cross-district

#9 · Solapurcell 4960012285

distance 0.232 · cross-district

#10 · Beedcell 4700002458

distance 0.241

#11 · Beedcell 4700002143

distance 0.242

#12 · Solapurcell 4960010125

distance 0.243 · cross-district

#13 · Ahmednagarcell 4660000222

distance 0.245 · cross-district

#14 · Solapurcell 4960009617

distance 0.247 · cross-district

#15 · Buldhanacell 4720007658

distance 0.25 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000286

distance 0.252 · cross-district

#17 · Ahmednagarcell 4660000282

distance 0.254 · cross-district

#18 · Ahmednagarcell 4660002255

distance 0.254 · 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":4700002460}}}'

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.