Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001335

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004510

distance 0.176 · cross-district

#2 · Nandedcell 4850001776

distance 0.203

#3 · Nandedcell 4850001409

distance 0.214

#4 · Nandedcell 4850002899

distance 0.242

#5 · Nandedcell 4850001850

distance 0.252

#6 · Laturcell 4810002235

distance 0.276 · cross-district

#7 · Laturcell 4810002700

distance 0.279 · cross-district

#8 · Nandedcell 4850005303

distance 0.279

#9 · Parbhanicell 4890000524

distance 0.286 · cross-district

#10 · Nandedcell 4850000279

distance 0.29

#11 · Nandedcell 4850001045

distance 0.296

#12 · Laturcell 4810003432

distance 0.297 · cross-district

#13 · Beedcell 4700007873

distance 0.306 · cross-district

#14 · Nandedcell 4850002291

distance 0.307

#15 · Parbhanicell 4890000310

distance 0.31 · cross-district

#16 · Sanglicell 4930000313

distance 0.311 · cross-district

#17 · Washimcell 4990002955

distance 0.313 · cross-district

#18 · Laturcell 4810002073

distance 0.316 · 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":4850001335}}}'

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.