Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008795

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008842

distance 0.196

#2 · Yavatmalcell 5000002888

distance 0.23 · cross-district

#3 · Nagpurcell 4840006956

distance 0.235 · cross-district

#4 · Beedcell 4700007739

distance 0.237 · cross-district

#5 · Buldhanacell 4720001714

distance 0.237 · cross-district

#6 · Nandedcell 4850008746

distance 0.248

#7 · Nandedcell 4850008665

distance 0.251

#8 · Nandedcell 4850008917

distance 0.256

#9 · Nandedcell 4850008798

distance 0.259

#10 · Beedcell 4700007865

distance 0.26 · cross-district

#11 · Nandedcell 4850008608

distance 0.261

#12 · Buldhanacell 4720002556

distance 0.261 · cross-district

#13 · Chandrapurcell 4730002073

distance 0.262 · cross-district

#14 · Beedcell 4700008705

distance 0.264 · cross-district

#15 · Nagpurcell 4840007165

distance 0.264 · cross-district

#16 · Nandedcell 4850008878

distance 0.265

#17 · Beedcell 4700007830

distance 0.267 · cross-district

#18 · Parbhanicell 4890003364

distance 0.272 · 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":4850008795}}}'

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.