Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001969

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003803

distance 0.259 · cross-district

#2 · Nagpurcell 4840002423

distance 0.306 · cross-district

#3 · Nagpurcell 4840005099

distance 0.309 · cross-district

#4 · Bhandaracell 4710002234

distance 0.312

#5 · Nagpurcell 4840004373

distance 0.314 · cross-district

#6 · Bhandaracell 4710002067

distance 0.323

#7 · Amravaticell 4680002232

distance 0.33 · cross-district

#8 · Nagpurcell 4840008354

distance 0.336 · cross-district

#9 · Nagpurcell 4840006613

distance 0.339 · cross-district

#10 · Nagpurcell 4840005096

distance 0.34 · cross-district

#11 · Nagpurcell 4840001010

distance 0.342 · cross-district

#12 · Akolacell 4670001217

distance 0.344 · cross-district

#13 · Nagpurcell 4840003004

distance 0.346 · cross-district

#14 · Bhandaracell 4710002235

distance 0.348

#15 · Bhandaracell 4710002336

distance 0.349

#16 · Bhandaracell 4710002857

distance 0.351

#17 · Bhandaracell 4710002130

distance 0.352

#18 · Amravaticell 4680002889

distance 0.353 · cross-district

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":4710001969}}}'

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.