Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003148

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 5 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 · Beedcell 4700005036

distance 0.163

#2 · Parbhanicell 4890003147

distance 0.186 · cross-district

#3 · Ahmednagarcell 4660000122

distance 0.186 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.186 · cross-district

#5 · Beedcell 4700006363

distance 0.187

#6 · Ahmednagarcell 4660000188

distance 0.187 · cross-district

#7 · Ahmednagarcell 4660005183

distance 0.189 · cross-district

#8 · Beedcell 4700006495

distance 0.191

#9 · Solapurcell 4960004976

distance 0.193 · cross-district

#10 · Beedcell 4700005802

distance 0.198

#11 · Beedcell 4700006358

distance 0.199

#12 · Ahmednagarcell 4660004536

distance 0.199 · cross-district

#13 · Ahmednagarcell 4660000362

distance 0.201 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000715

distance 0.204 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002062

distance 0.206 · cross-district

#16 · Ahmednagarcell 4660014290

distance 0.208 · cross-district

#17 · Beedcell 4700003320

distance 0.21

#18 · Beedcell 4700005794

distance 0.211

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":4700003148}}}'

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.