Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000925

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.436

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004415

distance 0.436 · cross-district

#2 · Parbhanicell 4890003111

distance 0.46 · cross-district

#3 · Bhandaracell 4710001163

distance 0.463

#4 · Chhatrapati Sambhajinagarcell 4690008830

distance 0.492 · cross-district

#5 · Parbhanicell 4890002950

distance 0.512 · cross-district

#6 · Bhandaracell 4710001390

distance 0.515

#7 · Laturcell 4810005141

distance 0.523 · cross-district

#8 · Bhandaracell 4710000389

distance 0.529

#9 · Laturcell 4810004668

distance 0.533 · cross-district

#10 · Laturcell 4810004572

distance 0.539 · cross-district

#11 · Bhandaracell 4710000889

distance 0.539

#12 · Bhandaracell 4710001440

distance 0.543

#13 · Parbhanicell 4890001715

distance 0.545 · cross-district

#14 · Bhandaracell 4710000890

distance 0.549

#15 · Bhandaracell 4710000926

distance 0.557

#16 · Laturcell 4810004758

distance 0.561 · cross-district

#17 · Laturcell 4810004858

distance 0.562 · cross-district

#18 · Bhandaracell 4710001162

distance 0.566

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":4710000925}}}'

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.