Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001178

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

0.04

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001222

distance 0.04

#2 · Bhandaracell 4710001223

distance 0.07

#3 · Bhandaracell 4710001179

distance 0.131

#4 · Bhandaracell 4710001221

distance 0.135

#5 · Bhandaracell 4710001140

distance 0.139

#6 · Nagpurcell 4840003138

distance 0.152 · cross-district

#7 · Bhandaracell 4710003114

distance 0.156

#8 · Bhandaracell 4710003113

distance 0.157

#9 · Nagpurcell 4840003038

distance 0.157 · cross-district

#10 · Nagpurcell 4840007352

distance 0.158 · cross-district

#11 · Nagpurcell 4840008406

distance 0.163 · cross-district

#12 · Nagpurcell 4840003039

distance 0.164 · cross-district

#13 · Nagpurcell 4840007766

distance 0.165 · cross-district

#14 · Nagpurcell 4840007767

distance 0.165 · cross-district

#15 · Nagpurcell 4840003139

distance 0.165 · cross-district

#16 · Bhandaracell 4710003071

distance 0.166

#17 · Nagpurcell 4840007765

distance 0.167 · cross-district

#18 · Nagpurcell 4840007630

distance 0.167 · 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":4710001178}}}'

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.