Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003263

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003410

distance 0.22

#2 · Bhandaracell 4710001100

distance 0.258

#3 · Bhandaracell 4710001210

distance 0.262

#4 · Nagpurcell 4840002209

distance 0.265 · cross-district

#5 · Bhandaracell 4710003177

distance 0.277

#6 · Nagpurcell 4840002208

distance 0.279 · cross-district

#7 · Bhandaracell 4710003078

distance 0.291

#8 · Bhandaracell 4710001742

distance 0.294

#9 · Bhandaracell 4710002136

distance 0.297

#10 · Nagpurcell 4840003049

distance 0.298 · cross-district

#11 · Bhandaracell 4710003125

distance 0.301

#12 · Bhandaracell 4710001687

distance 0.303

#13 · Bhandaracell 4710001501

distance 0.306

#14 · Bhandaracell 4710000931

distance 0.317

#15 · Bhandaracell 4710001268

distance 0.32

#16 · Bhandaracell 4710001850

distance 0.32

#17 · Gondiacell 4760002286

distance 0.33 · cross-district

#18 · Bhandaracell 4710003599

distance 0.331

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":4710003263}}}'

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.