Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001708

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005507

distance 0.155 · cross-district

#2 · Nandedcell 4850001837

distance 0.159

#3 · Nandedcell 4850002525

distance 0.17

#4 · Parbhanicell 4890000351

distance 0.175 · cross-district

#5 · Nandedcell 4850003816

distance 0.176

#6 · Laturcell 4810004631

distance 0.181 · cross-district

#7 · Nandedcell 4850001612

distance 0.182

#8 · Beedcell 4700000957

distance 0.185 · cross-district

#9 · Nandedcell 4850001860

distance 0.187

#10 · Nandedcell 4850004393

distance 0.189

#11 · Parbhanicell 4890000510

distance 0.192 · cross-district

#12 · Parbhanicell 4890001326

distance 0.195 · cross-district

#13 · Nandedcell 4850003285

distance 0.195

#14 · Beedcell 4700005317

distance 0.197 · cross-district

#15 · Nandedcell 4850001476

distance 0.197

#16 · Beedcell 4700001650

distance 0.197 · cross-district

#17 · Nandedcell 4850001931

distance 0.198

#18 · Nandedcell 4850004601

distance 0.198

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":4850001708}}}'

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.