Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001075

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

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000980

distance 0.063

#2 · Bhandaracell 4710001948

distance 0.156

#3 · Bhandaracell 4710001951

distance 0.16

#4 · Bhandaracell 4710001182

distance 0.16

#5 · Gondiacell 4760002058

distance 0.164 · cross-district

#6 · Gondiacell 4760001782

distance 0.165 · cross-district

#7 · Bhandaracell 4710001047

distance 0.167

#8 · Bhandaracell 4710001778

distance 0.169

#9 · Bhandaracell 4710001046

distance 0.169

#10 · Gondiacell 4760000734

distance 0.17 · cross-district

#11 · Gondiacell 4760002101

distance 0.176 · cross-district

#12 · Bhandaracell 4710001779

distance 0.178

#13 · Bhandaracell 4710001891

distance 0.179

#14 · Nagpurcell 4840004113

distance 0.18 · cross-district

#15 · Bhandaracell 4710002173

distance 0.181

#16 · Bhandaracell 4710002114

distance 0.184

#17 · Gondiacell 4760001277

distance 0.184 · cross-district

#18 · Nagpurcell 4840002937

distance 0.187 · 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":4710001075}}}'

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.