Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003232

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002415

distance 0.203

#2 · Beedcell 4700003948

distance 0.205

#3 · Beedcell 4700002385

distance 0.221

#4 · Beedcell 4700004431

distance 0.223

#5 · Beedcell 4700003754

distance 0.223

#6 · Beedcell 4700004230

distance 0.225

#7 · Sanglicell 4930001883

distance 0.226 · cross-district

#8 · Beedcell 4700004276

distance 0.227

#9 · Jalnacell 4790003398

distance 0.233 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006494

distance 0.234 · cross-district

#11 · Beedcell 4700003413

distance 0.234

#12 · Ahmednagarcell 4660005550

distance 0.236 · cross-district

#13 · Beedcell 4700002087

distance 0.239

#14 · Buldhanacell 4720002543

distance 0.242 · cross-district

#15 · Beedcell 4700003584

distance 0.243

#16 · Buldhanacell 4720002982

distance 0.244 · cross-district

#17 · Beedcell 4700002752

distance 0.245

#18 · Beedcell 4700004966

distance 0.245

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":4700003232}}}'

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.