Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001319

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001945

distance 0.129

#2 · Bhandaracell 4710001538

distance 0.146

#3 · Gondiacell 4760004401

distance 0.151 · cross-district

#4 · Bhandaracell 4710001991

distance 0.152

#5 · Bhandaracell 4710001318

distance 0.156

#6 · Bhandaracell 4710001713

distance 0.157

#7 · Bhandaracell 4710001511

distance 0.162

#8 · Bhandaracell 4710003128

distance 0.163

#9 · Bhandaracell 4710001351

distance 0.171

#10 · Bhandaracell 4710002251

distance 0.172

#11 · Bhandaracell 4710001765

distance 0.172

#12 · Gondiacell 4760003853

distance 0.176 · cross-district

#13 · Bhandaracell 4710001739

distance 0.177

#14 · Bhandaracell 4710001771

distance 0.177

#15 · Gondiacell 4760001145

distance 0.178 · cross-district

#16 · Bhandaracell 4710001364

distance 0.178

#17 · Bhandaracell 4710001584

distance 0.178

#18 · Gondiacell 4760004349

distance 0.18 · 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":4710001319}}}'

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.