Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002032

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000174

distance 0.128

#2 · Nandedcell 4850001636

distance 0.146

#3 · Washimcell 4990002807

distance 0.159 · cross-district

#4 · Nandedcell 4850001502

distance 0.16

#5 · Nandedcell 4850001421

distance 0.166

#6 · Washimcell 4990002645

distance 0.169 · cross-district

#7 · Nandedcell 4850001714

distance 0.17

#8 · Nandedcell 4850002477

distance 0.17

#9 · Nandedcell 4850000944

distance 0.176

#10 · Nandedcell 4850002384

distance 0.176

#11 · Washimcell 4990002052

distance 0.181 · cross-district

#12 · Nandedcell 4850002745

distance 0.182

#13 · Beedcell 4700003962

distance 0.186 · cross-district

#14 · Washimcell 4990002959

distance 0.186 · cross-district

#15 · Jalnacell 4790001247

distance 0.188 · cross-district

#16 · Jalnacell 4790001408

distance 0.188 · cross-district

#17 · Washimcell 4990002793

distance 0.189 · cross-district

#18 · Beedcell 4700001646

distance 0.193 · 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":4850002032}}}'

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.