Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002198

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002377

distance 0.133

#2 · Nashikcell 4870012327

distance 0.164 · cross-district

#3 · Beedcell 4700000554

distance 0.172

#4 · Nashikcell 4870002774

distance 0.173 · cross-district

#5 · Ahmednagarcell 4660009761

distance 0.173 · cross-district

#6 · Beedcell 4700004771

distance 0.176

#7 · Beedcell 4700005677

distance 0.179

#8 · Beedcell 4700000545

distance 0.183

#9 · Beedcell 4700001868

distance 0.187

#10 · Ahmednagarcell 4660004701

distance 0.187 · cross-district

#11 · Beedcell 4700000632

distance 0.189

#12 · Beedcell 4700003393

distance 0.193

#13 · Ahmednagarcell 4660004166

distance 0.193 · cross-district

#14 · Laturcell 4810002756

distance 0.195 · cross-district

#15 · Laturcell 4810002656

distance 0.195 · cross-district

#16 · Laturcell 4810002748

distance 0.195 · cross-district

#17 · Beedcell 4700002785

distance 0.196

#18 · Nashikcell 4870012255

distance 0.196 · 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":4700002198}}}'

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.