Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001931

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005887

distance 0.152 · cross-district

#2 · Bhandaracell 4710002792

distance 0.212

#3 · Bhandaracell 4710002832

distance 0.231

#4 · Bhandaracell 4710001613

distance 0.234

#5 · Nagpurcell 4840003997

distance 0.235 · cross-district

#6 · Bhandaracell 4710002735

distance 0.238

#7 · Bhandaracell 4710001610

distance 0.246

#8 · Bhandaracell 4710002596

distance 0.248

#9 · Bhandaracell 4710002798

distance 0.25

#10 · Bhandaracell 4710002880

distance 0.253

#11 · Bhandaracell 4710001560

distance 0.258

#12 · Nagpurcell 4840003898

distance 0.258 · cross-district

#13 · Bhandaracell 4710001038

distance 0.266

#14 · Nagpurcell 4840003708

distance 0.27 · cross-district

#15 · Bhandaracell 4710001763

distance 0.275

#16 · Bhandaracell 4710001896

distance 0.277

#17 · Bhandaracell 4710001367

distance 0.282

#18 · Bhandaracell 4710002687

distance 0.283

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":4710001931}}}'

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.