Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003344

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 3 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 4850003162

distance 0.141

#2 · Laturcell 4810005423

distance 0.175 · cross-district

#3 · Nandedcell 4850001090

distance 0.184

#4 · Nandedcell 4850003507

distance 0.195

#5 · Laturcell 4810005858

distance 0.196 · cross-district

#6 · Nandedcell 4850003346

distance 0.197

#7 · Parbhanicell 4890000465

distance 0.204 · cross-district

#8 · Nandedcell 4850005404

distance 0.204

#9 · Laturcell 4810005672

distance 0.205 · cross-district

#10 · Nandedcell 4850001458

distance 0.211

#11 · Laturcell 4810005848

distance 0.212 · cross-district

#12 · Parbhanicell 4890001611

distance 0.212 · cross-district

#13 · Nandedcell 4850002334

distance 0.213

#14 · Nandedcell 4850006258

distance 0.216

#15 · Parbhanicell 4890000510

distance 0.217 · cross-district

#16 · Nandedcell 4850002884

distance 0.217

#17 · Parbhanicell 4890000280

distance 0.22 · cross-district

#18 · Nandedcell 4850003505

distance 0.221

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":4850003344}}}'

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.