Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001693

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

0.93

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 4710001185

distance 0.136

#2 · Bhandaracell 4710001657

distance 0.152

#3 · Gondiacell 4760002612

distance 0.154 · cross-district

#4 · Bhandaracell 4710001510

distance 0.154

#5 · Bhandaracell 4710001398

distance 0.159

#6 · Bhandaracell 4710001499

distance 0.163

#7 · Bhandaracell 4710001370

distance 0.164

#8 · Bhandaracell 4710001971

distance 0.166

#9 · Gondiacell 4760003038

distance 0.168 · cross-district

#10 · Gondiacell 4760003278

distance 0.172 · cross-district

#11 · Nagpurcell 4840001737

distance 0.173 · cross-district

#12 · Bhandaracell 4710001117

distance 0.173

#13 · Bhandaracell 4710001689

distance 0.175

#14 · Bhandaracell 4710001550

distance 0.176

#15 · Bhandaracell 4710001755

distance 0.179

#16 · Nagpurcell 4840001824

distance 0.181 · cross-district

#17 · Nagpurcell 4840004206

distance 0.182 · cross-district

#18 · Nagpurcell 4840002014

distance 0.182 · 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":4710001693}}}'

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.