Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002969

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003005

distance 0.167

#2 · Bhandaracell 4710003087

distance 0.212

#3 · Bhandaracell 4710003045

distance 0.212

#4 · Bhandaracell 4710003046

distance 0.236

#5 · Bhandaracell 4710002958

distance 0.256

#6 · Bhandaracell 4710003355

distance 0.259

#7 · Bhandaracell 4710003044

distance 0.259

#8 · Bhandaracell 4710002867

distance 0.264

#9 · Bhandaracell 4710002782

distance 0.265

#10 · Bhandaracell 4710002994

distance 0.268

#11 · Bhandaracell 4710001035

distance 0.27

#12 · Nagpurcell 4840006156

distance 0.272 · cross-district

#13 · Bhandaracell 4710003179

distance 0.274

#14 · Bhandaracell 4710002783

distance 0.278

#15 · Nagpurcell 4840001722

distance 0.28 · cross-district

#16 · Bhandaracell 4710003176

distance 0.281

#17 · Nagpurcell 4840004113

distance 0.281 · cross-district

#18 · Bhandaracell 4710003085

distance 0.282

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":4710002969}}}'

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.