Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001018

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001044

distance 0.115

#2 · Bhandaracell 4710001692

distance 0.138

#3 · Bhandaracell 4710001786

distance 0.147

#4 · Bhandaracell 4710001412

distance 0.162

#5 · Bhandaracell 4710001401

distance 0.162

#6 · Bhandaracell 4710001351

distance 0.163

#7 · Bhandaracell 4710001743

distance 0.166

#8 · Bhandaracell 4710001464

distance 0.172

#9 · Bhandaracell 4710001913

distance 0.177

#10 · Bhandaracell 4710001566

distance 0.178

#11 · Bhandaracell 4710001785

distance 0.18

#12 · Bhandaracell 4710001437

distance 0.181

#13 · Bhandaracell 4710001317

distance 0.183

#14 · Gondiacell 4760000739

distance 0.185 · cross-district

#15 · Bhandaracell 4710001659

distance 0.187

#16 · Gondiacell 4760003781

distance 0.188 · cross-district

#17 · Bhandaracell 4710001769

distance 0.189

#18 · Gondiacell 4760000620

distance 0.192 · 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":4710001018}}}'

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.