Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001144

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001109

distance 0.092

#2 · Bhandaracell 4710001077

distance 0.099

#3 · Bhandaracell 4710001108

distance 0.153

#4 · Nagpurcell 4840007049

distance 0.172 · cross-district

#5 · Nagpurcell 4840007050

distance 0.176 · cross-district

#6 · Bhandaracell 4710001405

distance 0.178

#7 · Nagpurcell 4840007351

distance 0.18 · cross-district

#8 · Gadchirolicell 4750012101

distance 0.181 · cross-district

#9 · Amravaticell 4680009843

distance 0.185 · cross-district

#10 · Bhandaracell 4710002255

distance 0.195

#11 · Bhandaracell 4710001165

distance 0.199

#12 · Gadchirolicell 4750012223

distance 0.199 · cross-district

#13 · Gadchirolicell 4750012102

distance 0.202 · cross-district

#14 · Gondiacell 4760001144

distance 0.202 · cross-district

#15 · Amravaticell 4680009844

distance 0.203 · cross-district

#16 · Gondiacell 4760001191

distance 0.204 · cross-district

#17 · Bhandaracell 4710001270

distance 0.204

#18 · Bhandaracell 4710002202

distance 0.208

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":4710001144}}}'

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.