Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001700

The MH-36 locality cells most similar to this Bhandara 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004109

distance 0.168 · cross-district

#2 · Bhandaracell 4710001596

distance 0.179

#3 · Bhandaracell 4710002623

distance 0.182

#4 · Nagpurcell 4840002949

distance 0.197 · cross-district

#5 · Bhandaracell 4710001509

distance 0.197

#6 · Gondiacell 4760003031

distance 0.206 · cross-district

#7 · Nagpurcell 4840002660

distance 0.206 · cross-district

#8 · Bhandaracell 4710001768

distance 0.207

#9 · Bhandaracell 4710001691

distance 0.209

#10 · Wardhacell 4980002524

distance 0.211 · cross-district

#11 · Gondiacell 4760002695

distance 0.212 · cross-district

#12 · Bhandaracell 4710002698

distance 0.214

#13 · Bhandaracell 4710002552

distance 0.214

#14 · Bhandaracell 4710001709

distance 0.215

#15 · Bhandaracell 4710001603

distance 0.216

#16 · Bhandaracell 4710001445

distance 0.217

#17 · Bhandaracell 4710002232

distance 0.22

#18 · Gondiacell 4760002693

distance 0.22 · 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":471,"cluster_id":4710001700}}}'

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.