Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002442

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002536

distance 0.233

#2 · Beedcell 4700007256

distance 0.246 · cross-district

#3 · Laturcell 4810001068

distance 0.248 · cross-district

#4 · Parbhanicell 4890000338

distance 0.259 · cross-district

#5 · Nandedcell 4850001855

distance 0.262

#6 · Laturcell 4810005700

distance 0.266 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000742

distance 0.268 · cross-district

#8 · Dharashivcell 4880003121

distance 0.273 · cross-district

#9 · Buldhanacell 4720001662

distance 0.274 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000447

distance 0.275 · cross-district

#11 · Laturcell 4810001807

distance 0.281 · cross-district

#12 · Buldhanacell 4720002809

distance 0.282 · cross-district

#13 · Dharashivcell 4880004782

distance 0.284 · cross-district

#14 · Beedcell 4700001147

distance 0.285 · cross-district

#15 · Beedcell 4700004292

distance 0.288 · cross-district

#16 · Beedcell 4700007167

distance 0.289 · cross-district

#17 · Parbhanicell 4890000258

distance 0.29 · cross-district

#18 · Laturcell 4810001069

distance 0.291 · 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":4850002442}}}'

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.