Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003987

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004177

distance 0.153

#2 · Nandedcell 4850000991

distance 0.179

#3 · Nandedcell 4850001191

distance 0.179

#4 · Buldhanacell 4720002556

distance 0.183 · cross-district

#5 · Nandedcell 4850000937

distance 0.184

#6 · Nandedcell 4850004113

distance 0.186

#7 · Beedcell 4700008423

distance 0.191 · cross-district

#8 · Yavatmalcell 5000005686

distance 0.193 · cross-district

#9 · Nandedcell 4850001551

distance 0.195

#10 · Yavatmalcell 5000002962

distance 0.197 · cross-district

#11 · Washimcell 4990000910

distance 0.202 · cross-district

#12 · Nandedcell 4850003352

distance 0.203

#13 · Nandedcell 4850001045

distance 0.205

#14 · Nandedcell 4850004927

distance 0.206

#15 · Beedcell 4700002119

distance 0.208 · cross-district

#16 · Beedcell 4700004129

distance 0.209 · cross-district

#17 · Beedcell 4700008593

distance 0.211 · cross-district

#18 · Laturcell 4810005937

distance 0.213 · 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":4850003987}}}'

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.