Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002478

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001970

distance 0.223

#2 · Bhandaracell 4710002387

distance 0.227

#3 · Bhandaracell 4710001005

distance 0.251

#4 · Gondiacell 4760003345

distance 0.256 · cross-district

#5 · Bhandaracell 4710001843

distance 0.262

#6 · Bhandaracell 4710002637

distance 0.279

#7 · Bhandaracell 4710002386

distance 0.29

#8 · Bhandaracell 4710002718

distance 0.302

#9 · Bhandaracell 4710002288

distance 0.31

#10 · Bhandaracell 4710002130

distance 0.323

#11 · Nagpurcell 4840003976

distance 0.326 · cross-district

#12 · Nagpurcell 4840006718

distance 0.327 · cross-district

#13 · Bhandaracell 4710002432

distance 0.334

#14 · Bhandaracell 4710002802

distance 0.334

#15 · Parbhanicell 4890002869

distance 0.336 · cross-district

#16 · Bhandaracell 4710003529

distance 0.338

#17 · Nagpurcell 4840006226

distance 0.34 · cross-district

#18 · Bhandaracell 4710003447

distance 0.342

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":4710002478}}}'

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.