Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003367

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003320

distance 0.147

#2 · Bhandaracell 4710003500

distance 0.188

#3 · Bhandaracell 4710003499

distance 0.212

#4 · Bhandaracell 4710003319

distance 0.239

#5 · Bhandaracell 4710001224

distance 0.264

#6 · Bhandaracell 4710003274

distance 0.265

#7 · Bhandaracell 4710003228

distance 0.298

#8 · Bhandaracell 4710003501

distance 0.3

#9 · Bhandaracell 4710003182

distance 0.329

#10 · Bhandaracell 4710003442

distance 0.332

#11 · Gadchirolicell 4750012233

distance 0.341 · cross-district

#12 · Bhandaracell 4710003560

distance 0.341

#13 · Bhandaracell 4710003532

distance 0.344

#14 · Bhandaracell 4710003275

distance 0.348

#15 · Bhandaracell 4710003227

distance 0.353

#16 · Bhandaracell 4710003321

distance 0.353

#17 · Gadchirolicell 4750012327

distance 0.358 · cross-district

#18 · Nagpurcell 4840007430

distance 0.359 · cross-district

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":4710003367}}}'

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.