Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002445

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002446

distance 0.111

#2 · Nandedcell 4850002539

distance 0.189

#3 · Chhatrapati Sambhajinagarcell 4690000624

distance 0.202 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000735

distance 0.206 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000680

distance 0.219 · cross-district

#6 · Nandedcell 4850002537

distance 0.235

#7 · Ahmednagarcell 4660012551

distance 0.236 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000489

distance 0.242 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000337

distance 0.245 · cross-district

#10 · Ahmednagarcell 4660012552

distance 0.245 · cross-district

#11 · Ahmednagarcell 4660010142

distance 0.246 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000411

distance 0.253 · cross-district

#13 · Ahmednagarcell 4660010790

distance 0.254 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000369

distance 0.255 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000445

distance 0.256 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000736

distance 0.258 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000490

distance 0.258 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000625

distance 0.261 · 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":485,"cluster_id":4850002445}}}'

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.