Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003487

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001536

distance 0.207

#2 · Bhandaracell 4710002383

distance 0.214

#3 · Gondiacell 4760003777

distance 0.214 · cross-district

#4 · Bhandaracell 4710001921

distance 0.217

#5 · Bhandaracell 4710002449

distance 0.218

#6 · Bhandaracell 4710001145

distance 0.238

#7 · Bhandaracell 4710001589

distance 0.248

#8 · Gondiacell 4760002872

distance 0.249 · cross-district

#9 · Nagpurcell 4840003328

distance 0.252 · cross-district

#10 · Bhandaracell 4710002310

distance 0.252

#11 · Bhandaracell 4710001740

distance 0.257

#12 · Bhandaracell 4710002524

distance 0.257

#13 · Bhandaracell 4710001347

distance 0.259

#14 · Bhandaracell 4710001403

distance 0.26

#15 · Bhandaracell 4710003411

distance 0.264

#16 · Bhandaracell 4710003220

distance 0.266

#17 · Gondiacell 4760004423

distance 0.267 · cross-district

#18 · Bhandaracell 4710002485

distance 0.268

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":4710003487}}}'

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.