Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002099

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001849

distance 0.247

#2 · Bhandaracell 4710001255

distance 0.269

#3 · Bhandaracell 4710001335

distance 0.294

#4 · Bhandaracell 4710001253

distance 0.31

#5 · Bhandaracell 4710000891

distance 0.312

#6 · Bhandaracell 4710001982

distance 0.314

#7 · Bhandaracell 4710003426

distance 0.318

#8 · Nagpurcell 4840008318

distance 0.319 · cross-district

#9 · Bhandaracell 4710003410

distance 0.32

#10 · Bhandaracell 4710000964

distance 0.321

#11 · Chandrapurcell 4730005904

distance 0.338 · cross-district

#12 · Bhandaracell 4710000931

distance 0.338

#13 · Bhandaracell 4710001268

distance 0.342

#14 · Bhandaracell 4710003468

distance 0.342

#15 · Bhandaracell 4710000932

distance 0.345

#16 · Bhandaracell 4710003263

distance 0.357

#17 · Bhandaracell 4710000895

distance 0.359

#18 · Bhandaracell 4710002115

distance 0.363

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":4710002099}}}'

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.