Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001928

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001768

distance 0.147

#2 · Bhandaracell 4710001509

distance 0.156

#3 · Bhandaracell 4710001603

distance 0.159

#4 · Nagpurcell 4840006386

distance 0.171 · cross-district

#5 · Bhandaracell 4710001321

distance 0.176

#6 · Bhandaracell 4710002042

distance 0.183

#7 · Nagpurcell 4840006141

distance 0.185 · cross-district

#8 · Nagpurcell 4840006621

distance 0.186 · cross-district

#9 · Nagpurcell 4840005759

distance 0.187 · cross-district

#10 · Bhandaracell 4710001020

distance 0.187

#11 · Bhandaracell 4710001510

distance 0.189

#12 · Bhandaracell 4710001819

distance 0.19

#13 · Bhandaracell 4710002260

distance 0.193

#14 · Bhandaracell 4710001663

distance 0.194

#15 · Bhandaracell 4710001417

distance 0.195

#16 · Bhandaracell 4710001622

distance 0.195

#17 · Bhandaracell 4710002257

distance 0.199

#18 · Bhandaracell 4710001762

distance 0.206

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":4710001928}}}'

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.