Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004669

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005332

distance 0.247

#2 · Nandedcell 4850005066

distance 0.249

#3 · Nandedcell 4850004999

distance 0.301

#4 · Laturcell 4810002970

distance 0.315 · cross-district

#5 · Nandedcell 4850004046

distance 0.318

#6 · Laturcell 4810002578

distance 0.318 · cross-district

#7 · Nandedcell 4850005773

distance 0.329

#8 · Kolhapurcell 4800004601

distance 0.33 · cross-district

#9 · Sanglicell 4930000407

distance 0.336 · cross-district

#10 · Nandedcell 4850005265

distance 0.341

#11 · Laturcell 4810002964

distance 0.342 · cross-district

#12 · Sanglicell 4930000217

distance 0.347 · cross-district

#13 · Nandedcell 4850005195

distance 0.354

#14 · Buldhanacell 4720007168

distance 0.356 · cross-district

#15 · Sataracell 4940002839

distance 0.356 · cross-district

#16 · Nashikcell 4870012052

distance 0.358 · cross-district

#17 · Laturcell 4810003471

distance 0.359 · cross-district

#18 · Sanglicell 4930000124

distance 0.36 · 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":4850004669}}}'

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.