Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001704

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001650

distance 0.226

#2 · Bhandaracell 4710001653

distance 0.237

#3 · Bhandaracell 4710001609

distance 0.237

#4 · Gondiacell 4760003349

distance 0.253 · cross-district

#5 · Bhandaracell 4710001668

distance 0.26

#6 · Nagpurcell 4840001644

distance 0.261 · cross-district

#7 · Bhandaracell 4710001861

distance 0.262

#8 · Bhandaracell 4710001908

distance 0.264

#9 · Gondiacell 4760003420

distance 0.276 · cross-district

#10 · Gondiacell 4760003273

distance 0.278 · cross-district

#11 · Bhandaracell 4710002381

distance 0.278

#12 · Nagpurcell 4840000885

distance 0.281 · cross-district

#13 · Bhandaracell 4710001450

distance 0.282

#14 · Nagpurcell 4840006141

distance 0.284 · cross-district

#15 · Wardhacell 4980003354

distance 0.285 · cross-district

#16 · Wardhacell 4980003181

distance 0.286 · cross-district

#17 · Bhandaracell 4710000299

distance 0.289

#18 · Bhandaracell 4710002233

distance 0.292

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":4710001704}}}'

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.