Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001191

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001276

distance 0.097

#2 · Bhandaracell 4710001187

distance 0.114

#3 · Bhandaracell 4710001231

distance 0.124

#4 · Bhandaracell 4710001092

distance 0.131

#5 · Bhandaracell 4710001283

distance 0.149

#6 · Bhandaracell 4710000952

distance 0.162

#7 · Bhandaracell 4710000923

distance 0.167

#8 · Bhandaracell 4710001060

distance 0.169

#9 · Bhandaracell 4710001072

distance 0.172

#10 · Gondiacell 4760004130

distance 0.174 · cross-district

#11 · Chandrapurcell 4730006355

distance 0.174 · cross-district

#12 · Bhandaracell 4710001028

distance 0.183

#13 · Gondiacell 4760003434

distance 0.187 · cross-district

#14 · Bhandaracell 4710001074

distance 0.188

#15 · Gondiacell 4760002951

distance 0.188 · cross-district

#16 · Bhandaracell 4710001535

distance 0.188

#17 · Gondiacell 4760000741

distance 0.19 · cross-district

#18 · Gondiacell 4760003504

distance 0.19 · 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":4710001191}}}'

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.