Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002399

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002666

distance 0.094

#2 · Gondiacell 4760002780

distance 0.105 · cross-district

#3 · Bhandaracell 4710001417

distance 0.125

#4 · Bhandaracell 4710002643

distance 0.127

#5 · Bhandaracell 4710001084

distance 0.141

#6 · Bhandaracell 4710001353

distance 0.145

#7 · Gondiacell 4760003277

distance 0.151 · cross-district

#8 · Gondiacell 4760003354

distance 0.152 · cross-district

#9 · Bhandaracell 4710001414

distance 0.154

#10 · Bhandaracell 4710000954

distance 0.154

#11 · Bhandaracell 4710001587

distance 0.156

#12 · Nagpurcell 4840002387

distance 0.159 · cross-district

#13 · Gondiacell 4760003358

distance 0.16 · cross-district

#14 · Bhandaracell 4710001766

distance 0.16

#15 · Bhandaracell 4710001805

distance 0.162

#16 · Bhandaracell 4710001857

distance 0.163

#17 · Gondiacell 4760003199

distance 0.163 · cross-district

#18 · Bhandaracell 4710002553

distance 0.163

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":4710002399}}}'

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.