Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003468

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000891

distance 0.232

#2 · Bhandaracell 4710003429

distance 0.286

#3 · Bhandaracell 4710003383

distance 0.292

#4 · Bhandaracell 4710001982

distance 0.298

#5 · Bhandaracell 4710002115

distance 0.325

#6 · Bhandaracell 4710000984

distance 0.326

#7 · Bhandaracell 4710001207

distance 0.329

#8 · Chandrapurcell 4730006240

distance 0.333 · cross-district

#9 · Yavatmalcell 5000004233

distance 0.333 · cross-district

#10 · Gondiacell 4760000856

distance 0.335 · cross-district

#11 · Nagpurcell 4840008203

distance 0.338 · cross-district

#12 · Bhandaracell 4710001202

distance 0.339

#13 · Nagpurcell 4840008141

distance 0.342 · cross-district

#14 · Bhandaracell 4710002099

distance 0.342

#15 · Bhandaracell 4710003426

distance 0.343

#16 · Bhandaracell 4710000603

distance 0.347

#17 · Bhandaracell 4710001268

distance 0.347

#18 · Bhandaracell 4710003078

distance 0.348

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":4710003468}}}'

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.