Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006888

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006082

distance 0.168

#2 · Chhatrapati Sambhajinagarcell 4690002391

distance 0.18 · cross-district

#3 · Beedcell 4700005509

distance 0.18

#4 · Ahmednagarcell 4660004883

distance 0.191 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001986

distance 0.193 · cross-district

#6 · Ahmednagarcell 4660004796

distance 0.193 · cross-district

#7 · Beedcell 4700005188

distance 0.194

#8 · Ahmednagarcell 4660004973

distance 0.197 · cross-district

#9 · Beedcell 4700005650

distance 0.199

#10 · Chhatrapati Sambhajinagarcell 4690003320

distance 0.208 · cross-district

#11 · Ahmednagarcell 4660004887

distance 0.213 · cross-district

#12 · Ahmednagarcell 4660003449

distance 0.213 · cross-district

#13 · Beedcell 4700004197

distance 0.218

#14 · Beedcell 4700003576

distance 0.221

#15 · Beedcell 4700006211

distance 0.224

#16 · Chhatrapati Sambhajinagarcell 4690002725

distance 0.225 · cross-district

#17 · Beedcell 4700005218

distance 0.225

#18 · Chhatrapati Sambhajinagarcell 4690002089

distance 0.228 · 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":4700006888}}}'

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.