Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004092

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004612

distance 0.204

#2 · Beedcell 4700004258

distance 0.226

#3 · Sanglicell 4930005329

distance 0.235 · cross-district

#4 · Sataracell 4940000999

distance 0.239 · cross-district

#5 · Yavatmalcell 5000005355

distance 0.244 · cross-district

#6 · Beedcell 4700003909

distance 0.249

#7 · Buldhanacell 4720004485

distance 0.254 · cross-district

#8 · Beedcell 4700004610

distance 0.256

#9 · Buldhanacell 4720004682

distance 0.257 · cross-district

#10 · Akolacell 4670000347

distance 0.263 · cross-district

#11 · Beedcell 4700003593

distance 0.266

#12 · Akolacell 4670000150

distance 0.267 · cross-district

#13 · Sataracell 4940001114

distance 0.27 · cross-district

#14 · Buldhanacell 4720004269

distance 0.275 · cross-district

#15 · Sanglicell 4930005657

distance 0.276 · cross-district

#16 · Sanglicell 4930005989

distance 0.279 · cross-district

#17 · Buldhanacell 4720004778

distance 0.279 · cross-district

#18 · Nandedcell 4850000311

distance 0.281 · 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":4700004092}}}'

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.