Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002309

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002774

distance 0.172 · cross-district

#2 · Beedcell 4700003165

distance 0.195

#3 · Ahmednagarcell 4660006431

distance 0.205 · cross-district

#4 · Ahmednagarcell 4660002771

distance 0.205 · cross-district

#5 · Beedcell 4700001986

distance 0.205

#6 · Ahmednagarcell 4660002851

distance 0.211 · cross-district

#7 · Beedcell 4700005637

distance 0.228

#8 · Ahmednagarcell 4660002689

distance 0.229 · cross-district

#9 · Ahmednagarcell 4660006560

distance 0.233 · cross-district

#10 · Solapurcell 4960004902

distance 0.237 · cross-district

#11 · Beedcell 4700005191

distance 0.238

#12 · Beedcell 4700001523

distance 0.24

#13 · Ahmednagarcell 4660009952

distance 0.241 · cross-district

#14 · Solapurcell 4960005487

distance 0.242 · cross-district

#15 · Solapurcell 4960005202

distance 0.243 · cross-district

#16 · Ahmednagarcell 4660006221

distance 0.243 · cross-district

#17 · Beedcell 4700007660

distance 0.243

#18 · Sanglicell 4930000861

distance 0.244 · 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":4700002309}}}'

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.