Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003741

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003584

distance 0.182

#2 · Parbhanicell 4890000251

distance 0.185 · cross-district

#3 · Laturcell 4810005623

distance 0.189 · cross-district

#4 · Nandedcell 4850002417

distance 0.197

#5 · Nandedcell 4850003812

distance 0.197

#6 · Nandedcell 4850001098

distance 0.203

#7 · Nandedcell 4850001085

distance 0.209

#8 · Nandedcell 4850003663

distance 0.209

#9 · Beedcell 4700000607

distance 0.216 · cross-district

#10 · Nandedcell 4850003661

distance 0.217

#11 · Nandedcell 4850001088

distance 0.219

#12 · Nandedcell 4850002788

distance 0.224

#13 · Nandedcell 4850002883

distance 0.23

#14 · Parbhanicell 4890000842

distance 0.234 · cross-district

#15 · Laturcell 4810005815

distance 0.234 · cross-district

#16 · Laturcell 4810005902

distance 0.235 · cross-district

#17 · Beedcell 4700000830

distance 0.236 · cross-district

#18 · Laturcell 4810005877

distance 0.237 · 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":4850003741}}}'

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.