Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001632

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001536

distance 0.107

#2 · Nandedcell 4850001705

distance 0.179

#3 · Laturcell 4810005836

distance 0.208 · cross-district

#4 · Nandedcell 4850004538

distance 0.209

#5 · Parbhanicell 4890000307

distance 0.219 · cross-district

#6 · Laturcell 4810005829

distance 0.234 · cross-district

#7 · Beedcell 4700004639

distance 0.236 · cross-district

#8 · Beedcell 4700004301

distance 0.242 · cross-district

#9 · Nandedcell 4850001689

distance 0.243

#10 · Beedcell 4700007493

distance 0.244 · cross-district

#11 · Parbhanicell 4890001064

distance 0.245 · cross-district

#12 · Nandedcell 4850001482

distance 0.247

#13 · Laturcell 4810005277

distance 0.248 · cross-district

#14 · Nandedcell 4850003825

distance 0.25

#15 · Nandedcell 4850004903

distance 0.25

#16 · Beedcell 4700001960

distance 0.251 · cross-district

#17 · Beedcell 4700008154

distance 0.251 · cross-district

#18 · Nandedcell 4850002433

distance 0.251

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":4850001632}}}'

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.