Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002157

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002101

distance 0.186

#2 · Bhandaracell 4710002044

distance 0.196

#3 · Bhandaracell 4710002208

distance 0.202

#4 · Bhandaracell 4710002104

distance 0.205

#5 · Bhandaracell 4710003123

distance 0.209

#6 · Bhandaracell 4710002045

distance 0.211

#7 · Bhandaracell 4710002172

distance 0.221

#8 · Bhandaracell 4710001929

distance 0.226

#9 · Nagpurcell 4840006623

distance 0.227 · cross-district

#10 · Nagpurcell 4840006509

distance 0.227 · cross-district

#11 · Gondiacell 4760001822

distance 0.228 · cross-district

#12 · Gondiacell 4760002103

distance 0.229 · cross-district

#13 · Bhandaracell 4710003419

distance 0.237

#14 · Nagpurcell 4840003903

distance 0.239 · cross-district

#15 · Bhandaracell 4710001269

distance 0.239

#16 · Yavatmalcell 5000008301

distance 0.239 · cross-district

#17 · Bhandaracell 4710002152

distance 0.241

#18 · Bhandaracell 4710001080

distance 0.242

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":4710002157}}}'

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.