Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001252

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000902

distance 0.188 · cross-district

#2 · Bhandaracell 4710001197

distance 0.202

#3 · Bhandaracell 4710000478

distance 0.208

#4 · Bhandaracell 4710001244

distance 0.22

#5 · Bhandaracell 4710001245

distance 0.239

#6 · Bhandaracell 4710001248

distance 0.239

#7 · Bhandaracell 4710001241

distance 0.249

#8 · Yavatmalcell 5000008451

distance 0.253 · cross-district

#9 · Bhandaracell 4710000930

distance 0.256

#10 · Nagpurcell 4840001890

distance 0.258 · cross-district

#11 · Bhandaracell 4710001892

distance 0.259

#12 · Bhandaracell 4710000644

distance 0.263

#13 · Bhandaracell 4710000688

distance 0.264

#14 · Bhandaracell 4710000645

distance 0.265

#15 · Chandrapurcell 4730005787

distance 0.265 · cross-district

#16 · Nagpurcell 4840000167

distance 0.269 · cross-district

#17 · Wardhacell 4980001748

distance 0.269 · cross-district

#18 · Bhandaracell 4710001250

distance 0.271

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":4710001252}}}'

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.