Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002237

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002478

distance 0.197

#2 · Nandedcell 4850002230

distance 0.226

#3 · Washimcell 4990001556

distance 0.248 · cross-district

#4 · Beedcell 4700007324

distance 0.249 · cross-district

#5 · Beedcell 4700007502

distance 0.253 · cross-district

#6 · Washimcell 4990002467

distance 0.255 · cross-district

#7 · Jalnacell 4790001252

distance 0.255 · cross-district

#8 · Jalgaoncell 4780003469

distance 0.263 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000317

distance 0.263 · cross-district

#10 · Dharashivcell 4880001852

distance 0.272 · cross-district

#11 · Ahmednagarcell 4660010255

distance 0.275 · cross-district

#12 · Dharashivcell 4880001406

distance 0.276 · cross-district

#13 · Buldhanacell 4720007553

distance 0.277 · cross-district

#14 · Laturcell 4810000623

distance 0.278 · cross-district

#15 · Nashikcell 4870011947

distance 0.278 · cross-district

#16 · Beedcell 4700006850

distance 0.278 · cross-district

#17 · Nandedcell 4850002060

distance 0.279

#18 · Nandedcell 4850002022

distance 0.282

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":4850002237}}}'

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.