Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003430

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000301

distance 0.162 · cross-district

#2 · Beedcell 4700008745

distance 0.163 · cross-district

#3 · Yavatmalcell 5000005036

distance 0.167 · cross-district

#4 · Nandedcell 4850002494

distance 0.168

#5 · Nandedcell 4850003453

distance 0.173

#6 · Nandedcell 4850001979

distance 0.18

#7 · Jalgaoncell 4780008275

distance 0.186 · cross-district

#8 · Nandedcell 4850004540

distance 0.187

#9 · Nandedcell 4850003346

distance 0.187

#10 · Nandedcell 4850003522

distance 0.188

#11 · Nandedcell 4850003435

distance 0.188

#12 · Nandedcell 4850003914

distance 0.189

#13 · Nandedcell 4850005404

distance 0.19

#14 · Nandedcell 4850004925

distance 0.191

#15 · Nandedcell 4850002757

distance 0.191

#16 · Laturcell 4810002779

distance 0.192 · cross-district

#17 · Beedcell 4700008759

distance 0.192 · cross-district

#18 · Nandedcell 4850004393

distance 0.192

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":4850003430}}}'

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.