Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003105

The MH-36 locality cells most similar to this Beed 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 14 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002932

distance 0.197

#2 · Nandedcell 4850002049

distance 0.204 · cross-district

#3 · Beedcell 4700004962

distance 0.225

#4 · Beedcell 4700005860

distance 0.24

#5 · Yavatmalcell 5000001666

distance 0.244 · cross-district

#6 · Washimcell 4990003740

distance 0.248 · cross-district

#7 · Akolacell 4670000765

distance 0.257 · cross-district

#8 · Dharashivcell 4880002620

distance 0.263 · cross-district

#9 · Parbhanicell 4890005277

distance 0.267 · cross-district

#10 · Sanglicell 4930003933

distance 0.27 · cross-district

#11 · Solapurcell 4960000411

distance 0.274 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004068

distance 0.282 · cross-district

#13 · Jalnacell 4790004239

distance 0.286 · cross-district

#14 · Buldhanacell 4720000735

distance 0.288 · cross-district

#15 · Nagpurcell 4840000445

distance 0.295 · cross-district

#16 · Beedcell 4700000948

distance 0.298

#17 · Wardhacell 4980000742

distance 0.298 · cross-district

#18 · Buldhanacell 4720005166

distance 0.301 · 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":470,"cluster_id":4700003105}}}'

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.