Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001398

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001693

distance 0.159

#2 · Gondiacell 4760002612

distance 0.181 · cross-district

#3 · Bhandaracell 4710001647

distance 0.183

#4 · Bhandaracell 4710002624

distance 0.197

#5 · Bhandaracell 4710001185

distance 0.203

#6 · Nagpurcell 4840001737

distance 0.208 · cross-district

#7 · Gondiacell 4760003194

distance 0.21 · cross-district

#8 · Bhandaracell 4710002446

distance 0.217

#9 · Bhandaracell 4710001768

distance 0.223

#10 · Nagpurcell 4840004311

distance 0.225 · cross-district

#11 · Bhandaracell 4710001702

distance 0.227

#12 · Bhandaracell 4710003378

distance 0.228

#13 · Bhandaracell 4710001510

distance 0.231

#14 · Bhandaracell 4710001603

distance 0.232

#15 · Gondiacell 4760003032

distance 0.235 · cross-district

#16 · Nagpurcell 4840004205

distance 0.235 · cross-district

#17 · Bhandaracell 4710001499

distance 0.24

#18 · Gondiacell 4760003120

distance 0.242 · 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":4710001398}}}'

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.