Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001477

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001888

distance 0.136

#2 · Bhandaracell 4710001720

distance 0.151

#3 · Nagpurcell 4840000838

distance 0.152 · cross-district

#4 · Chandrapurcell 4730009184

distance 0.152 · cross-district

#5 · Bhandaracell 4710001026

distance 0.153

#6 · Gondiacell 4760001198

distance 0.156 · cross-district

#7 · Bhandaracell 4710001024

distance 0.158

#8 · Gondiacell 4760000926

distance 0.159 · cross-district

#9 · Nagpurcell 4840000373

distance 0.163 · cross-district

#10 · Bhandaracell 4710001237

distance 0.164

#11 · Bhandaracell 4710001154

distance 0.166

#12 · Nagpurcell 4840000214

distance 0.166 · cross-district

#13 · Bhandaracell 4710001565

distance 0.168

#14 · Bhandaracell 4710001433

distance 0.169

#15 · Gondiacell 4760003283

distance 0.17 · cross-district

#16 · Gondiacell 4760001525

distance 0.17 · cross-district

#17 · Gondiacell 4760004127

distance 0.171 · cross-district

#18 · Gondiacell 4760003995

distance 0.175 · 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":4710001477}}}'

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.