Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001226

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001514

distance 0.091

#2 · Ahmednagarcell 4660002287

distance 0.147 · cross-district

#3 · Ahmednagarcell 4660002089

distance 0.153 · cross-district

#4 · Beedcell 4700001224

distance 0.154

#5 · Chhatrapati Sambhajinagarcell 4690003473

distance 0.158 · cross-district

#6 · Beedcell 4700001225

distance 0.158

#7 · Ahmednagarcell 4660002290

distance 0.162 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003072

distance 0.167 · cross-district

#9 · Ahmednagarcell 4660011271

distance 0.167 · cross-district

#10 · Beedcell 4700002449

distance 0.169

#11 · Solapurcell 4960012532

distance 0.17 · cross-district

#12 · Beedcell 4700001811

distance 0.173

#13 · Beedcell 4700002288

distance 0.175

#14 · Ahmednagarcell 4660009779

distance 0.175 · cross-district

#15 · Beedcell 4700002126

distance 0.176

#16 · Ahmednagarcell 4660000944

distance 0.179 · cross-district

#17 · Ahmednagarcell 4660002681

distance 0.181 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003369

distance 0.182 · 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":4700001226}}}'

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.