Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003832

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004869

distance 0.082

#2 · Beedcell 4700005347

distance 0.083

#3 · Ahmednagarcell 4660009472

distance 0.122 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000565

distance 0.126 · cross-district

#5 · Beedcell 4700000720

distance 0.127

#6 · Chhatrapati Sambhajinagarcell 4690001160

distance 0.128 · cross-district

#7 · Beedcell 4700004354

distance 0.129

#8 · Beedcell 4700004349

distance 0.132

#9 · Chhatrapati Sambhajinagarcell 4690000928

distance 0.132 · cross-district

#10 · Solapurcell 4960012490

distance 0.134 · cross-district

#11 · Solapurcell 4960012491

distance 0.135 · cross-district

#12 · Jalgaoncell 4780000291

distance 0.137 · cross-district

#13 · Beedcell 4700004173

distance 0.139

#14 · Chhatrapati Sambhajinagarcell 4690001159

distance 0.14 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000247

distance 0.141 · cross-district

#16 · Beedcell 4700001094

distance 0.143

#17 · Chhatrapati Sambhajinagarcell 4690000238

distance 0.144 · cross-district

#18 · Parbhanicell 4890002142

distance 0.145 · 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":4700003832}}}'

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.