Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001821

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001051

distance 0.124

#2 · Bhandaracell 4710001082

distance 0.139

#3 · Bhandaracell 4710001365

distance 0.152

#4 · Bhandaracell 4710000983

distance 0.153

#5 · Bhandaracell 4710000881

distance 0.157

#6 · Bhandaracell 4710001660

distance 0.166

#7 · Bhandaracell 4710001048

distance 0.169

#8 · Nagpurcell 4840008131

distance 0.179 · cross-district

#9 · Bhandaracell 4710002210

distance 0.18

#10 · Bhandaracell 4710000952

distance 0.18

#11 · Bhandaracell 4710001521

distance 0.187

#12 · Bhandaracell 4710001366

distance 0.191

#13 · Bhandaracell 4710001278

distance 0.192

#14 · Bhandaracell 4710001712

distance 0.194

#15 · Bhandaracell 4710001772

distance 0.195

#16 · Bhandaracell 4710001280

distance 0.196

#17 · Nagpurcell 4840004012

distance 0.198 · cross-district

#18 · Nagpurcell 4840006630

distance 0.201 · 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":4710001821}}}'

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.