Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002713

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002498

distance 0.136 · cross-district

#2 · Washimcell 4990001090

distance 0.148 · cross-district

#3 · Beedcell 4700002071

distance 0.158

#4 · Beedcell 4700000458

distance 0.162

#5 · Ahmednagarcell 4660009583

distance 0.171 · cross-district

#6 · Dharashivcell 4880005122

distance 0.176 · cross-district

#7 · Beedcell 4700000777

distance 0.183

#8 · Nashikcell 4870006803

distance 0.184 · cross-district

#9 · Solapurcell 4960012307

distance 0.185 · cross-district

#10 · Sanglicell 4930006510

distance 0.187 · cross-district

#11 · Ahmednagarcell 4660009921

distance 0.189 · cross-district

#12 · Hingolicell 4770003849

distance 0.192 · cross-district

#13 · Ahmednagarcell 4660013856

distance 0.192 · cross-district

#14 · Beedcell 4700002562

distance 0.195

#15 · Chhatrapati Sambhajinagarcell 4690004227

distance 0.197 · cross-district

#16 · Ahmednagarcell 4660009255

distance 0.197 · cross-district

#17 · Dharashivcell 4880004443

distance 0.198 · cross-district

#18 · Beedcell 4700000685

distance 0.199

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":4700002713}}}'

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.