Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003112

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003115

distance 0.048

#2 · Bhandaracell 4710003157

distance 0.064

#3 · Bhandaracell 4710003159

distance 0.077

#4 · Bhandaracell 4710003205

distance 0.079

#5 · Bhandaracell 4710003202

distance 0.083

#6 · Bhandaracell 4710003156

distance 0.09

#7 · Nagpurcell 4840007709

distance 0.112 · cross-district

#8 · Nagpurcell 4840008407

distance 0.114 · cross-district

#9 · Nagpurcell 4840008362

distance 0.116 · cross-district

#10 · Nagpurcell 4840007353

distance 0.119 · cross-district

#11 · Nagpurcell 4840007773

distance 0.121 · cross-district

#12 · Bhandaracell 4710003160

distance 0.133

#13 · Bhandaracell 4710003072

distance 0.145

#14 · Nagpurcell 4840007836

distance 0.15 · cross-district

#15 · Nagpurcell 4840008011

distance 0.151 · cross-district

#16 · Nagpurcell 4840008361

distance 0.153 · cross-district

#17 · Nagpurcell 4840007952

distance 0.153 · cross-district

#18 · Nagpurcell 4840008446

distance 0.158 · 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":4710003112}}}'

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.