Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001844

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

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002054

distance 0.35 · cross-district

#2 · Nagpurcell 4840004179

distance 0.357 · cross-district

#3 · Bhandaracell 4710002800

distance 0.365

#4 · Bhandaracell 4710001790

distance 0.367

#5 · Bhandaracell 4710003529

distance 0.375

#6 · Nagpurcell 4840004599

distance 0.38 · cross-district

#7 · Bhandaracell 4710002083

distance 0.397

#8 · Nagpurcell 4840004397

distance 0.398 · cross-district

#9 · Bhandaracell 4710001608

distance 0.4

#10 · Chandrapurcell 4730004705

distance 0.404 · cross-district

#11 · Nagpurcell 4840002793

distance 0.404 · cross-district

#12 · Bhandaracell 4710002073

distance 0.405

#13 · Bhandaracell 4710002712

distance 0.407

#14 · Bhandaracell 4710002070

distance 0.411

#15 · Nagpurcell 4840003803

distance 0.419 · cross-district

#16 · Yavatmalcell 5000008016

distance 0.422 · cross-district

#17 · Wardhacell 4980002559

distance 0.436 · cross-district

#18 · Nagpurcell 4840002512

distance 0.439 · 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":4710001844}}}'

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.