Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001162

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.477

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690008260

distance 0.477 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690008830

distance 0.551 · cross-district

#3 · Bhandaracell 4710000925

distance 0.566

#4 · Bhandaracell 4710001163

distance 0.577

#5 · Bhandaracell 4710000689

distance 0.607

#6 · Bhandaracell 4710001297

distance 0.616

#7 · Bhandaracell 4710001440

distance 0.62

#8 · Solapurcell 4960007258

distance 0.624 · cross-district

#9 · Hingolicell 4770004028

distance 0.63 · cross-district

#10 · Parbhanicell 4890002950

distance 0.636 · cross-district

#11 · Parbhanicell 4890001715

distance 0.658 · cross-district

#12 · Nagpurcell 4840002439

distance 0.672 · cross-district

#13 · Bhandaracell 4710000295

distance 0.672

#14 · Hingolicell 4770001037

distance 0.685 · cross-district

#15 · Sanglicell 4930004415

distance 0.686 · cross-district

#16 · Bhandaracell 4710001195

distance 0.693

#17 · Nagpurcell 4840003653

distance 0.693 · cross-district

#18 · Gondiacell 4760003626

distance 0.698 · 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":4710001162}}}'

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.