Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004406

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004405

distance 0.092

#2 · Beedcell 4700006659

distance 0.148

#3 · Akolacell 4670000017

distance 0.166 · cross-district

#4 · Beedcell 4700004756

distance 0.17

#5 · Beedcell 4700003053

distance 0.172

#6 · Beedcell 4700004573

distance 0.172

#7 · Ahmednagarcell 4660001278

distance 0.182 · cross-district

#8 · Beedcell 4700004937

distance 0.187

#9 · Solapurcell 4960012612

distance 0.195 · cross-district

#10 · Beedcell 4700005964

distance 0.195

#11 · Beedcell 4700002408

distance 0.195

#12 · Beedcell 4700006343

distance 0.196

#13 · Beedcell 4700005392

distance 0.196

#14 · Ahmednagarcell 4660003561

distance 0.197 · cross-district

#15 · Laturcell 4810005069

distance 0.197 · cross-district

#16 · Beedcell 4700003135

distance 0.197

#17 · Beedcell 4700003705

distance 0.197

#18 · Beedcell 4700004251

distance 0.197

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":4700004406}}}'

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.