Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001267

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001077

distance 0.144

#2 · Bhandaracell 4710001108

distance 0.144

#3 · Bhandaracell 4710001107

distance 0.165

#4 · Bhandaracell 4710001180

distance 0.168

#5 · Gondiacell 4760001191

distance 0.17 · cross-district

#6 · Bhandaracell 4710001140

distance 0.179

#7 · Bhandaracell 4710001224

distance 0.182

#8 · Bhandaracell 4710001179

distance 0.191

#9 · Bhandaracell 4710001109

distance 0.198

#10 · Bhandaracell 4710001176

distance 0.201

#11 · Bhandaracell 4710001141

distance 0.208

#12 · Bhandaracell 4710001181

distance 0.209

#13 · Bhandaracell 4710001144

distance 0.21

#14 · Bhandaracell 4710001177

distance 0.218

#15 · Nagpurcell 4840007449

distance 0.219 · cross-district

#16 · Gondiacell 4760001144

distance 0.219 · cross-district

#17 · Gadchirolicell 4750012223

distance 0.23 · cross-district

#18 · Nagpurcell 4840007048

distance 0.231 · 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":4710001267}}}'

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.