Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002919

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

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003613

distance 0.325

#2 · Bhandaracell 4710002804

distance 0.342

#3 · Bhandaracell 4710002722

distance 0.342

#4 · Nagpurcell 4840002758

distance 0.346 · cross-district

#5 · Bhandaracell 4710003131

distance 0.349

#6 · Bhandaracell 4710001479

distance 0.351

#7 · Nagpurcell 4840003421

distance 0.357 · cross-district

#8 · Bhandaracell 4710001478

distance 0.359

#9 · Bhandaracell 4710001516

distance 0.371

#10 · Bhandaracell 4710002825

distance 0.375

#11 · Gondiacell 4760000859

distance 0.378 · cross-district

#12 · Bhandaracell 4710001380

distance 0.379

#13 · Bhandaracell 4710003555

distance 0.387

#14 · Bhandaracell 4710003595

distance 0.39

#15 · Bhandaracell 4710003050

distance 0.394

#16 · Bhandaracell 4710001124

distance 0.405

#17 · Bhandaracell 4710001463

distance 0.407

#18 · Bhandaracell 4710000968

distance 0.41

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":4710002919}}}'

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.