Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001842

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001234

distance 0.175

#2 · Nagpurcell 4840000055

distance 0.195 · cross-district

#3 · Bhandaracell 4710001056

distance 0.211

#4 · Bhandaracell 4710000305

distance 0.217

#5 · Bhandaracell 4710001415

distance 0.223

#6 · Bhandaracell 4710000306

distance 0.225

#7 · Bhandaracell 4710001189

distance 0.226

#8 · Bhandaracell 4710000986

distance 0.228

#9 · Nagpurcell 4840002160

distance 0.247 · cross-district

#10 · Gondiacell 4760003560

distance 0.249 · cross-district

#11 · Chandrapurcell 4730007728

distance 0.25 · cross-district

#12 · Bhandaracell 4710001052

distance 0.251

#13 · Wardhacell 4980000138

distance 0.254 · cross-district

#14 · Bhandaracell 4710001022

distance 0.256

#15 · Bhandaracell 4710001420

distance 0.257

#16 · Bhandaracell 4710001324

distance 0.258

#17 · Chandrapurcell 4730005917

distance 0.258 · cross-district

#18 · Bhandaracell 4710000352

distance 0.259

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":4710001842}}}'

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.