Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003347

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005201

distance 0.171

#2 · Beedcell 4700005447

distance 0.172 · cross-district

#3 · Nandedcell 4850003003

distance 0.177

#4 · Nandedcell 4850005392

distance 0.186

#5 · Nandedcell 4850007372

distance 0.187

#6 · Nandedcell 4850004401

distance 0.188

#7 · Hingolicell 4770000055

distance 0.189 · cross-district

#8 · Nandedcell 4850004196

distance 0.196

#9 · Hingolicell 4770000077

distance 0.197 · cross-district

#10 · Laturcell 4810005189

distance 0.197 · cross-district

#11 · Nandedcell 4850003911

distance 0.197

#12 · Nandedcell 4850005058

distance 0.2

#13 · Beedcell 4700000895

distance 0.205 · cross-district

#14 · Nandedcell 4850004468

distance 0.208

#15 · Nandedcell 4850004129

distance 0.209

#16 · Nandedcell 4850002669

distance 0.211

#17 · Kolhapurcell 4800004690

distance 0.212 · cross-district

#18 · Nandedcell 4850006688

distance 0.215

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":4850003347}}}'

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.