Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004549

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004200

distance 0.172

#2 · Beedcell 4700005657

distance 0.182

#3 · Chhatrapati Sambhajinagarcell 4690001803

distance 0.191 · cross-district

#4 · Beedcell 4700004546

distance 0.201

#5 · Beedcell 4700005202

distance 0.208

#6 · Kolhapurcell 4800001398

distance 0.216 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001427

distance 0.217 · cross-district

#8 · Beedcell 4700003509

distance 0.222

#9 · Beedcell 4700004892

distance 0.224

#10 · Chhatrapati Sambhajinagarcell 4690002068

distance 0.224 · cross-district

#11 · Solapurcell 4960008817

distance 0.224 · cross-district

#12 · Beedcell 4700006631

distance 0.225

#13 · Punecell 4900005408

distance 0.228 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001170

distance 0.229 · cross-district

#15 · Sataracell 4940000984

distance 0.232 · cross-district

#16 · Beedcell 4700005035

distance 0.232

#17 · Beedcell 4700005053

distance 0.233

#18 · Ahmednagarcell 4660000577

distance 0.237 · 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":4700004549}}}'

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.