Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002030

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001274

distance 0.181

#2 · Bhandaracell 4710001496

distance 0.212

#3 · Bhandaracell 4710001463

distance 0.218

#4 · Bhandaracell 4710001559

distance 0.222

#5 · Gondiacell 4760001142

distance 0.226 · cross-district

#6 · Bhandaracell 4710002922

distance 0.23

#7 · Gondiacell 4760003351

distance 0.239 · cross-district

#8 · Bhandaracell 4710001508

distance 0.241

#9 · Gondiacell 4760002667

distance 0.242 · cross-district

#10 · Bhandaracell 4710002517

distance 0.243

#11 · Bhandaracell 4710003588

distance 0.245

#12 · Nagpurcell 4840001736

distance 0.245 · cross-district

#13 · Bhandaracell 4710003415

distance 0.248

#14 · Gondiacell 4760003219

distance 0.25 · cross-district

#15 · Gondiacell 4760003352

distance 0.251 · cross-district

#16 · Gondiacell 4760004184

distance 0.253 · cross-district

#17 · Gondiacell 4760003729

distance 0.258 · cross-district

#18 · Bhandaracell 4710000257

distance 0.259

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":4710002030}}}'

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.