Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000511

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 · Chandrapurcell 4730009655

distance 0.129 · cross-district

#2 · Bhandaracell 4710000463

distance 0.161

#3 · Bhandaracell 4710000462

distance 0.166

#4 · Bhandaracell 4710000506

distance 0.172

#5 · Bhandaracell 4710000717

distance 0.172

#6 · Bhandaracell 4710000189

distance 0.229

#7 · Bhandaracell 4710000149

distance 0.234

#8 · Bhandaracell 4710000377

distance 0.244

#9 · Chandrapurcell 4730009695

distance 0.263 · cross-district

#10 · Chandrapurcell 4730006179

distance 0.266 · cross-district

#11 · Chandrapurcell 4730006775

distance 0.266 · cross-district

#12 · Chandrapurcell 4730005640

distance 0.267 · cross-district

#13 · Bhandaracell 4710000669

distance 0.269

#14 · Chandrapurcell 4730007275

distance 0.269 · cross-district

#15 · Bhandaracell 4710000282

distance 0.272

#16 · Yavatmalcell 5000005140

distance 0.273 · cross-district

#17 · Chandrapurcell 4730006429

distance 0.273 · cross-district

#18 · Yavatmalcell 5000005942

distance 0.274 · 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":4710000511}}}'

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.