Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003434

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003387

distance 0.129

#2 · Bhandaracell 4710003567

distance 0.163

#3 · Bhandaracell 4710002263

distance 0.182

#4 · Nagpurcell 4840005002

distance 0.185 · cross-district

#5 · Bhandaracell 4710002158

distance 0.189

#6 · Bhandaracell 4710001881

distance 0.196

#7 · Bhandaracell 4710001939

distance 0.199

#8 · Nagpurcell 4840005769

distance 0.204 · cross-district

#9 · Bhandaracell 4710002105

distance 0.206

#10 · Bhandaracell 4710001658

distance 0.21

#11 · Bhandaracell 4710002673

distance 0.212

#12 · Bhandaracell 4710002165

distance 0.213

#13 · Bhandaracell 4710002213

distance 0.218

#14 · Nagpurcell 4840003903

distance 0.222 · cross-district

#15 · Bhandaracell 4710002789

distance 0.223

#16 · Bhandaracell 4710003432

distance 0.224

#17 · Nagpurcell 4840006510

distance 0.235 · cross-district

#18 · Gondiacell 4760001149

distance 0.237 · 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":4710003434}}}'

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.