Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003812

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003814

distance 0.141

#2 · Nandedcell 4850003742

distance 0.145

#3 · Beedcell 4700000608

distance 0.16 · cross-district

#4 · Laturcell 4810005567

distance 0.168 · cross-district

#5 · Nandedcell 4850004031

distance 0.169

#6 · Laturcell 4810005399

distance 0.17 · cross-district

#7 · Nandedcell 4850003584

distance 0.178

#8 · Laturcell 4810005537

distance 0.188 · cross-district

#9 · Nandedcell 4850002511

distance 0.189

#10 · Beedcell 4700000420

distance 0.197 · cross-district

#11 · Nandedcell 4850003741

distance 0.197

#12 · Beedcell 4700000607

distance 0.198 · cross-district

#13 · Beedcell 4700000606

distance 0.199 · cross-district

#14 · Nandedcell 4850002417

distance 0.203

#15 · Laturcell 4810005422

distance 0.204 · cross-district

#16 · Parbhanicell 4890000842

distance 0.207 · cross-district

#17 · Laturcell 4810005420

distance 0.208 · cross-district

#18 · Parbhanicell 4890000270

distance 0.21 · 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":4850003812}}}'

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.