Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003700

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002565

distance 0.238

#2 · Nandedcell 4850001962

distance 0.245

#3 · Punecell 4900001184

distance 0.246 · cross-district

#4 · Nandedcell 4850003917

distance 0.252

#5 · Punecell 4900001311

distance 0.254 · cross-district

#6 · Beedcell 4700004241

distance 0.256 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690004882

distance 0.257 · cross-district

#8 · Beedcell 4700008537

distance 0.26 · cross-district

#9 · Ahmednagarcell 4660008710

distance 0.261 · cross-district

#10 · Nashikcell 4870005121

distance 0.265 · cross-district

#11 · Sataracell 4940000938

distance 0.267 · cross-district

#12 · Nandedcell 4850002659

distance 0.268

#13 · Akolacell 4670004395

distance 0.272 · cross-district

#14 · Yavatmalcell 5000001586

distance 0.273 · cross-district

#15 · Ahmednagarcell 4660000342

distance 0.273 · cross-district

#16 · Punecell 4900002038

distance 0.274 · cross-district

#17 · Nashikcell 4870004411

distance 0.274 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004152

distance 0.275 · 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":4850003700}}}'

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.