Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003493

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003494

distance 0.185

#2 · Nagpurcell 4840007635

distance 0.215 · cross-district

#3 · Bhandaracell 4710002293

distance 0.216

#4 · Gondiacell 4760003490

distance 0.228 · cross-district

#5 · Bhandaracell 4710002294

distance 0.234

#6 · Bhandaracell 4710002209

distance 0.234

#7 · Bhandaracell 4710003405

distance 0.238

#8 · Bhandaracell 4710003230

distance 0.245

#9 · Bhandaracell 4710003527

distance 0.246

#10 · Bhandaracell 4710003063

distance 0.252

#11 · Bhandaracell 4710003108

distance 0.253

#12 · Bhandaracell 4710002343

distance 0.257

#13 · Gondiacell 4760003050

distance 0.257 · cross-district

#14 · Gondiacell 4760002783

distance 0.263 · cross-district

#15 · Gondiacell 4760002624

distance 0.264 · cross-district

#16 · Bhandaracell 4710003065

distance 0.264

#17 · Gondiacell 4760003051

distance 0.266 · cross-district

#18 · Bhandaracell 4710002243

distance 0.266

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":4710003493}}}'

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.