Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002695

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002696

distance 0.182

#2 · Nagpurcell 4840004012

distance 0.197 · cross-district

#3 · Bhandaracell 4710001051

distance 0.211

#4 · Bhandaracell 4710001525

distance 0.212

#5 · Bhandaracell 4710001660

distance 0.218

#6 · Bhandaracell 4710002833

distance 0.219

#7 · Bhandaracell 4710001527

distance 0.22

#8 · Bhandaracell 4710002229

distance 0.22

#9 · Bhandaracell 4710001146

distance 0.223

#10 · Bhandaracell 4710000961

distance 0.223

#11 · Nagpurcell 4840002390

distance 0.223 · cross-district

#12 · Bhandaracell 4710003297

distance 0.224

#13 · Bhandaracell 4710001278

distance 0.224

#14 · Bhandaracell 4710001194

distance 0.225

#15 · Bhandaracell 4710003596

distance 0.225

#16 · Bhandaracell 4710002839

distance 0.229

#17 · Bhandaracell 4710001238

distance 0.232

#18 · Nagpurcell 4840002457

distance 0.232 · 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":4710002695}}}'

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.