Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001140

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001223

distance 0.083

#2 · Bhandaracell 4710001179

distance 0.111

#3 · Bhandaracell 4710001178

distance 0.139

#4 · Bhandaracell 4710001222

distance 0.152

#5 · Bhandaracell 4710001141

distance 0.157

#6 · Nagpurcell 4840003139

distance 0.164 · cross-district

#7 · Bhandaracell 4710001107

distance 0.176

#8 · Nagpurcell 4840003140

distance 0.177 · cross-district

#9 · Bhandaracell 4710001267

distance 0.179

#10 · Nagpurcell 4840007449

distance 0.182 · cross-district

#11 · Nagpurcell 4840003039

distance 0.182 · cross-district

#12 · Nagpurcell 4840002663

distance 0.189 · cross-district

#13 · Bhandaracell 4710001221

distance 0.19

#14 · Nagpurcell 4840003038

distance 0.19 · cross-district

#15 · Nagpurcell 4840007249

distance 0.19 · cross-district

#16 · Nagpurcell 4840007250

distance 0.192 · cross-district

#17 · Gadchirolicell 4750012259

distance 0.198 · cross-district

#18 · Nagpurcell 4840008579

distance 0.198 · 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":4710001140}}}'

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.