Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002893

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003062

distance 0.145

#2 · Sanglicell 4930000654

distance 0.255 · cross-district

#3 · Buldhanacell 4720002830

distance 0.269 · cross-district

#4 · Sanglicell 4930000739

distance 0.281 · cross-district

#5 · Beedcell 4700004219

distance 0.295

#6 · Ahmednagarcell 4660004568

distance 0.295 · cross-district

#7 · Ahmednagarcell 4660006977

distance 0.299 · cross-district

#8 · Beedcell 4700003895

distance 0.299

#9 · Dharashivcell 4880001297

distance 0.302 · cross-district

#10 · Nandurbarcell 4860003321

distance 0.305 · cross-district

#11 · Beedcell 4700005486

distance 0.308

#12 · Chhatrapati Sambhajinagarcell 4690001280

distance 0.309 · cross-district

#13 · Washimcell 4990001353

distance 0.312 · cross-district

#14 · Sanglicell 4930001422

distance 0.312 · cross-district

#15 · Beedcell 4700004250

distance 0.317

#16 · Sanglicell 4930000843

distance 0.318 · cross-district

#17 · Nandurbarcell 4860003320

distance 0.319 · cross-district

#18 · Beedcell 4700006221

distance 0.321

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":4700002893}}}'

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.