Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000698

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000562

distance 0.054

#2 · Bhandaracell 4710000563

distance 0.057

#3 · Bhandaracell 4710000386

distance 0.064

#4 · Bhandaracell 4710000520

distance 0.065

#5 · Bhandaracell 4710000779

distance 0.069

#6 · Bhandaracell 4710000816

distance 0.069

#7 · Bhandaracell 4710000431

distance 0.07

#8 · Bhandaracell 4710000342

distance 0.077

#9 · Bhandaracell 4710000519

distance 0.078

#10 · Bhandaracell 4710000430

distance 0.082

#11 · Bhandaracell 4710000601

distance 0.093

#12 · Bhandaracell 4710000252

distance 0.096

#13 · Bhandaracell 4710000516

distance 0.099

#14 · Bhandaracell 4710000472

distance 0.101

#15 · Gondiacell 4760000584

distance 0.103 · cross-district

#16 · Bhandaracell 4710000780

distance 0.104

#17 · Chandrapurcell 4730004810

distance 0.11 · cross-district

#18 · Bhandaracell 4710000561

distance 0.114

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":4710000698}}}'

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.