Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000563

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.035

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000779

distance 0.035

#2 · Bhandaracell 4710000816

distance 0.043

#3 · Bhandaracell 4710000562

distance 0.047

#4 · Bhandaracell 4710000431

distance 0.049

#5 · Bhandaracell 4710000386

distance 0.05

#6 · Bhandaracell 4710000698

distance 0.057

#7 · Bhandaracell 4710000520

distance 0.061

#8 · Bhandaracell 4710000601

distance 0.069

#9 · Bhandaracell 4710000430

distance 0.071

#10 · Gondiacell 4760000584

distance 0.079 · cross-district

#11 · Bhandaracell 4710000516

distance 0.08

#12 · Bhandaracell 4710000472

distance 0.082

#13 · Gondiacell 4760000050

distance 0.096 · cross-district

#14 · Bhandaracell 4710000519

distance 0.096

#15 · Gondiacell 4760000048

distance 0.099 · cross-district

#16 · Gondiacell 4760000368

distance 0.099 · cross-district

#17 · Gondiacell 4760000079

distance 0.1 · cross-district

#18 · Bhandaracell 4710000434

distance 0.101

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":4710000563}}}'

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.