Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001049

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001764

distance 0.185

#2 · Bhandaracell 4710001936

distance 0.21

#3 · Bhandaracell 4710002394

distance 0.253

#4 · Bhandaracell 4710001806

distance 0.279

#5 · Bhandaracell 4710003328

distance 0.293

#6 · Yavatmalcell 5000006762

distance 0.296 · cross-district

#7 · Bhandaracell 4710001981

distance 0.31

#8 · Bhandaracell 4710001458

distance 0.323

#9 · Bhandaracell 4710001865

distance 0.335

#10 · Chandrapurcell 4730008296

distance 0.337 · cross-district

#11 · Bhandaracell 4710000916

distance 0.343

#12 · Yavatmalcell 5000003360

distance 0.35 · cross-district

#13 · Yavatmalcell 5000003014

distance 0.352 · cross-district

#14 · Nagpurcell 4840008177

distance 0.369 · cross-district

#15 · Yavatmalcell 5000004937

distance 0.37 · cross-district

#16 · Gondiacell 4760003110

distance 0.37 · cross-district

#17 · Amravaticell 4680003825

distance 0.371 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005781

distance 0.372 · 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":4710001049}}}'

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.