Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005360

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004539

distance 0.085

#2 · Ahmednagarcell 4660004212

distance 0.1 · cross-district

#3 · Beedcell 4700004711

distance 0.113

#4 · Beedcell 4700005499

distance 0.116

#5 · Chhatrapati Sambhajinagarcell 4690002083

distance 0.129 · cross-district

#6 · Beedcell 4700003517

distance 0.133

#7 · Ahmednagarcell 4660004294

distance 0.136 · cross-district

#8 · Ahmednagarcell 4660004709

distance 0.139 · cross-district

#9 · Beedcell 4700004366

distance 0.152

#10 · Beedcell 4700006616

distance 0.159

#11 · Beedcell 4700005920

distance 0.159

#12 · Beedcell 4700006635

distance 0.163

#13 · Beedcell 4700004025

distance 0.163

#14 · Beedcell 4700006079

distance 0.166

#15 · Beedcell 4700004269

distance 0.175

#16 · Beedcell 4700004537

distance 0.177

#17 · Ahmednagarcell 4660002472

distance 0.177 · cross-district

#18 · Ahmednagarcell 4660002894

distance 0.179 · 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":4700005360}}}'

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.