Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002255

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002202

distance 0.097

#2 · Bhandaracell 4710002254

distance 0.172

#3 · Bhandaracell 4710002205

distance 0.176

#4 · Bhandaracell 4710002151

distance 0.179

#5 · Bhandaracell 4710001109

distance 0.192

#6 · Bhandaracell 4710002204

distance 0.193

#7 · Bhandaracell 4710001144

distance 0.195

#8 · Nagpurcell 4840007050

distance 0.195 · cross-district

#9 · Bhandaracell 4710003501

distance 0.198

#10 · Nagpurcell 4840007049

distance 0.204 · cross-district

#11 · Nagpurcell 4840007048

distance 0.207 · cross-district

#12 · Nagpurcell 4840007351

distance 0.212 · cross-district

#13 · Bhandaracell 4710001077

distance 0.212

#14 · Bhandaracell 4710003561

distance 0.221

#15 · Bhandaracell 4710001108

distance 0.23

#16 · Bhandaracell 4710002325

distance 0.23

#17 · Bhandaracell 4710001181

distance 0.231

#18 · Bhandaracell 4710003500

distance 0.239

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":4710002255}}}'

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.