Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004023

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006224

distance 0.099

#2 · Ahmednagarcell 4660004368

distance 0.111 · cross-district

#3 · Beedcell 4700004540

distance 0.129

#4 · Beedcell 4700005060

distance 0.136

#5 · Beedcell 4700006079

distance 0.14

#6 · Beedcell 4700006889

distance 0.144

#7 · Beedcell 4700003853

distance 0.145

#8 · Ahmednagarcell 4660004288

distance 0.151 · cross-district

#9 · Beedcell 4700005655

distance 0.152

#10 · Beedcell 4700006890

distance 0.158

#11 · Beedcell 4700006635

distance 0.16

#12 · Ahmednagarcell 4660004794

distance 0.16 · cross-district

#13 · Beedcell 4700006076

distance 0.161

#14 · Beedcell 4700005499

distance 0.165

#15 · Beedcell 4700003517

distance 0.17

#16 · Ahmednagarcell 4660005274

distance 0.171 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002393

distance 0.173 · cross-district

#18 · Beedcell 4700004195

distance 0.173

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":4700004023}}}'

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.