Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008506

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008687

distance 0.179

#2 · Beedcell 4700008247

distance 0.207

#3 · Ahmednagarcell 4660006570

distance 0.222 · cross-district

#4 · Beedcell 4700005372

distance 0.24

#5 · Ahmednagarcell 4660010104

distance 0.243 · cross-district

#6 · Ahmednagarcell 4660012213

distance 0.244 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001682

distance 0.244 · cross-district

#8 · Ahmednagarcell 4660010249

distance 0.245 · cross-district

#9 · Buldhanacell 4720001148

distance 0.246 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002531

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660012379

distance 0.25 · cross-district

#12 · Beedcell 4700000910

distance 0.251

#13 · Beedcell 4700002574

distance 0.254

#14 · Beedcell 4700002632

distance 0.257

#15 · Chhatrapati Sambhajinagarcell 4690002539

distance 0.257 · cross-district

#16 · Beedcell 4700008702

distance 0.258

#17 · Beedcell 4700008862

distance 0.259

#18 · Nandedcell 4850004451

distance 0.262 · 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":4700008506}}}'

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.