Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001917

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002260

distance 0.188 · cross-district

#2 · Gondiacell 4760003035

distance 0.205 · cross-district

#3 · Bhandaracell 4710001600

distance 0.205

#4 · Nagpurcell 4840006279

distance 0.218 · cross-district

#5 · Nagpurcell 4840002374

distance 0.22 · cross-district

#6 · Nagpurcell 4840002948

distance 0.239 · cross-district

#7 · Bhandaracell 4710001855

distance 0.244

#8 · Gondiacell 4760003118

distance 0.246 · cross-district

#9 · Gondiacell 4760003139

distance 0.246 · cross-district

#10 · Gondiacell 4760002970

distance 0.248 · cross-district

#11 · Gondiacell 4760003274

distance 0.249 · cross-district

#12 · Bhandaracell 4710002728

distance 0.249

#13 · Bhandaracell 4710001508

distance 0.253

#14 · Bhandaracell 4710001588

distance 0.253

#15 · Gondiacell 4760004183

distance 0.256 · cross-district

#16 · Nagpurcell 4840001560

distance 0.26 · cross-district

#17 · Nagpurcell 4840003806

distance 0.262 · cross-district

#18 · Gondiacell 4760003699

distance 0.263 · 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":4710001917}}}'

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.