Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006396

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007130

distance 0.112

#2 · Beedcell 4700007131

distance 0.134

#3 · Ahmednagarcell 4660005408

distance 0.146 · cross-district

#4 · Beedcell 4700007129

distance 0.147

#5 · Ahmednagarcell 4660014374

distance 0.158 · cross-district

#6 · Solapurcell 4960012516

distance 0.16 · cross-district

#7 · Beedcell 4700006392

distance 0.165

#8 · Beedcell 4700002290

distance 0.166

#9 · Washimcell 4990001928

distance 0.169 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003377

distance 0.171 · cross-district

#11 · Solapurcell 4960000055

distance 0.172 · cross-district

#12 · Dharashivcell 4880000307

distance 0.176 · cross-district

#13 · Ahmednagarcell 4660002580

distance 0.178 · cross-district

#14 · Beedcell 4700005245

distance 0.179

#15 · Solapurcell 4960012125

distance 0.179 · cross-district

#16 · Punecell 4900002172

distance 0.184 · cross-district

#17 · Dharashivcell 4880006285

distance 0.186 · cross-district

#18 · Ahmednagarcell 4660000853

distance 0.188 · 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":4700006396}}}'

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.