Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002129

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002046

distance 0.259

#2 · Beedcell 4700004798

distance 0.29 · cross-district

#3 · Jalnacell 4790001346

distance 0.35 · cross-district

#4 · Buldhanacell 4720002524

distance 0.359 · cross-district

#5 · Nagpurcell 4840008608

distance 0.391 · cross-district

#6 · Buldhanacell 4720001474

distance 0.394 · cross-district

#7 · Nagpurcell 4840008627

distance 0.4 · cross-district

#8 · Beedcell 4700007168

distance 0.41 · cross-district

#9 · Beedcell 4700003297

distance 0.414 · cross-district

#10 · Gadchirolicell 4750000108

distance 0.418 · cross-district

#11 · Chandrapurcell 4730005107

distance 0.435 · cross-district

#12 · Chandrapurcell 4730004726

distance 0.438 · cross-district

#13 · Beedcell 4700000098

distance 0.444 · cross-district

#14 · Gadchirolicell 4750000658

distance 0.444 · cross-district

#15 · Washimcell 4990003011

distance 0.447 · cross-district

#16 · Jalnacell 4790001209

distance 0.451 · cross-district

#17 · Nandedcell 4850003203

distance 0.453

#18 · Parbhanicell 4890001709

distance 0.454 · 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":4850002129}}}'

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.