Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007032

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003078

distance 0.106 · cross-district

#2 · Beedcell 4700006924

distance 0.134

#3 · Solapurcell 4960012057

distance 0.139 · cross-district

#4 · Beedcell 4700007137

distance 0.144

#5 · Solapurcell 4960011552

distance 0.147 · cross-district

#6 · Ahmednagarcell 4660001399

distance 0.148 · cross-district

#7 · Ahmednagarcell 4660000036

distance 0.152 · cross-district

#8 · Solapurcell 4960012348

distance 0.153 · cross-district

#9 · Parbhanicell 4890002829

distance 0.16 · cross-district

#10 · Ahmednagarcell 4660000049

distance 0.161 · cross-district

#11 · Beedcell 4700006542

distance 0.163

#12 · Solapurcell 4960012246

distance 0.163 · cross-district

#13 · Beedcell 4700007031

distance 0.165

#14 · Dharashivcell 4880000879

distance 0.166 · cross-district

#15 · Ahmednagarcell 4660001884

distance 0.167 · cross-district

#16 · Parbhanicell 4890003060

distance 0.167 · cross-district

#17 · Dharashivcell 4880005037

distance 0.167 · cross-district

#18 · Ahmednagarcell 4660000349

distance 0.169 · 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":4700007032}}}'

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.