Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001311

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001504

distance 0.156

#2 · Bhandaracell 4710001317

distance 0.209

#3 · Gondiacell 4760002784

distance 0.21 · cross-district

#4 · Bhandaracell 4710001314

distance 0.226

#5 · Gondiacell 4760002614

distance 0.237 · cross-district

#6 · Bhandaracell 4710001312

distance 0.238

#7 · Bhandaracell 4710001813

distance 0.238

#8 · Bhandaracell 4710000438

distance 0.243

#9 · Gondiacell 4760002696

distance 0.247 · cross-district

#10 · Nagpurcell 4840002286

distance 0.251 · cross-district

#11 · Bhandaracell 4710001641

distance 0.255

#12 · Bhandaracell 4710001216

distance 0.259

#13 · Bhandaracell 4710001816

distance 0.26

#14 · Bhandaracell 4710001364

distance 0.26

#15 · Wardhacell 4980002209

distance 0.263 · cross-district

#16 · Bhandaracell 4710001310

distance 0.264

#17 · Bhandaracell 4710001007

distance 0.265

#18 · Bhandaracell 4710001692

distance 0.265

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":4710001311}}}'

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.