Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001852

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001413

distance 0.194

#2 · Bhandaracell 4710001429

distance 0.201

#3 · Gondiacell 4760003128

distance 0.205 · cross-district

#4 · Bhandaracell 4710002339

distance 0.207

#5 · Nagpurcell 4840001830

distance 0.214 · cross-district

#6 · Gondiacell 4760003207

distance 0.236 · cross-district

#7 · Nagpurcell 4840000839

distance 0.239 · cross-district

#8 · Bhandaracell 4710001684

distance 0.242

#9 · Gondiacell 4760003280

distance 0.246 · cross-district

#10 · Bhandaracell 4710002341

distance 0.248

#11 · Bhandaracell 4710002390

distance 0.256

#12 · Bhandaracell 4710001646

distance 0.258

#13 · Wardhacell 4980002520

distance 0.258 · cross-district

#14 · Bhandaracell 4710001279

distance 0.261

#15 · Gondiacell 4760003565

distance 0.262 · cross-district

#16 · Gadchirolicell 4750012421

distance 0.267 · cross-district

#17 · Bhandaracell 4710002435

distance 0.268

#18 · Bhandaracell 4710001697

distance 0.27

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":4710001852}}}'

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.