Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001464

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001711

distance 0.09

#2 · Bhandaracell 4710001692

distance 0.091

#3 · Bhandaracell 4710001401

distance 0.093

#4 · Bhandaracell 4710001364

distance 0.094

#5 · Bhandaracell 4710001254

distance 0.101

#6 · Bhandaracell 4710001875

distance 0.113

#7 · Bhandaracell 4710001817

distance 0.119

#8 · Bhandaracell 4710001659

distance 0.123

#9 · Bhandaracell 4710002765

distance 0.125

#10 · Bhandaracell 4710001913

distance 0.125

#11 · Nagpurcell 4840001832

distance 0.127 · cross-district

#12 · Bhandaracell 4710001214

distance 0.129

#13 · Bhandaracell 4710001007

distance 0.131

#14 · Bhandaracell 4710000896

distance 0.131

#15 · Gondiacell 4760003355

distance 0.132 · cross-district

#16 · Bhandaracell 4710001437

distance 0.138

#17 · Bhandaracell 4710001558

distance 0.139

#18 · Bhandaracell 4710001114

distance 0.14

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":4710001464}}}'

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.