Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002201

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002251

distance 0.229

#2 · Gondiacell 4760003214

distance 0.237 · cross-district

#3 · Gondiacell 4760003212

distance 0.24 · cross-district

#4 · Gondiacell 4760002297

distance 0.249 · cross-district

#5 · Bhandaracell 4710001402

distance 0.254

#6 · Bhandaracell 4710001019

distance 0.261

#7 · Gondiacell 4760002662

distance 0.267 · cross-district

#8 · Bhandaracell 4710002445

distance 0.268

#9 · Amravaticell 4680009600

distance 0.27 · cross-district

#10 · Bhandaracell 4710001323

distance 0.272

#11 · Bhandaracell 4710003559

distance 0.273

#12 · Bhandaracell 4710002482

distance 0.274

#13 · Bhandaracell 4710003549

distance 0.274

#14 · Bhandaracell 4710001349

distance 0.274

#15 · Gondiacell 4760003853

distance 0.275 · cross-district

#16 · Bhandaracell 4710001543

distance 0.277

#17 · Bhandaracell 4710001585

distance 0.278

#18 · Bhandaracell 4710001229

distance 0.279

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":4710002201}}}'

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.