Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000558

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004197

distance 0.16 · cross-district

#2 · Beedcell 4700001755

distance 0.166

#3 · Beedcell 4700002863

distance 0.168

#4 · Beedcell 4700000208

distance 0.17

#5 · Chhatrapati Sambhajinagarcell 4690002157

distance 0.172 · cross-district

#6 · Solapurcell 4960004948

distance 0.172 · cross-district

#7 · Sanglicell 4930000139

distance 0.176 · cross-district

#8 · Beedcell 4700000386

distance 0.18

#9 · Jalnacell 4790003062

distance 0.181 · cross-district

#10 · Laturcell 4810001256

distance 0.183 · cross-district

#11 · Dharashivcell 4880000327

distance 0.183 · cross-district

#12 · Jalnacell 4790004002

distance 0.186 · cross-district

#13 · Jalnacell 4790003738

distance 0.187 · cross-district

#14 · Laturcell 4810004201

distance 0.188 · cross-district

#15 · Washimcell 4990001956

distance 0.189 · cross-district

#16 · Laturcell 4810002563

distance 0.191 · cross-district

#17 · Beedcell 4700000662

distance 0.193

#18 · Laturcell 4810003173

distance 0.194 · 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":4700000558}}}'

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.