Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005648

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006359

distance 0.114

#2 · Ahmednagarcell 4660004625

distance 0.119 · cross-district

#3 · Solapurcell 4960008427

distance 0.14 · cross-district

#4 · Ahmednagarcell 4660004627

distance 0.145 · cross-district

#5 · Beedcell 4700005056

distance 0.156

#6 · Beedcell 4700005211

distance 0.161

#7 · Beedcell 4700005217

distance 0.162

#8 · Beedcell 4700005354

distance 0.165

#9 · Solapurcell 4960008212

distance 0.166 · cross-district

#10 · Ahmednagarcell 4660004712

distance 0.166 · cross-district

#11 · Dharashivcell 4880002978

distance 0.168 · cross-district

#12 · Ahmednagarcell 4660000410

distance 0.171 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004269

distance 0.173 · cross-district

#14 · Beedcell 4700004703

distance 0.174

#15 · Solapurcell 4960007974

distance 0.176 · cross-district

#16 · Beedcell 4700005039

distance 0.177

#17 · Ahmednagarcell 4660004375

distance 0.18 · cross-district

#18 · Punecell 4900005411

distance 0.185 · 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":4700005648}}}'

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.