Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006359

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005648

distance 0.114

#2 · Solapurcell 4960008427

distance 0.15 · cross-district

#3 · Beedcell 4700005354

distance 0.164

#4 · Beedcell 4700005217

distance 0.172

#5 · Beedcell 4700005211

distance 0.174

#6 · Solapurcell 4960008212

distance 0.177 · cross-district

#7 · Beedcell 4700005058

distance 0.178

#8 · Beedcell 4700005056

distance 0.185

#9 · Ahmednagarcell 4660000503

distance 0.187 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002370

distance 0.187 · cross-district

#11 · Solapurcell 4960008432

distance 0.19 · cross-district

#12 · Beedcell 4700003681

distance 0.19

#13 · Beedcell 4700006496

distance 0.191

#14 · Ahmednagarcell 4660004625

distance 0.192 · cross-district

#15 · Beedcell 4700004532

distance 0.193

#16 · Chhatrapati Sambhajinagarcell 4690001007

distance 0.194 · cross-district

#17 · Ahmednagarcell 4660004627

distance 0.195 · cross-district

#18 · Ahmednagarcell 4660004712

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":4700006359}}}'

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.