Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002178

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002776

distance 0.199 · cross-district

#2 · Beedcell 4700002524

distance 0.213

#3 · Buldhanacell 4720001676

distance 0.229 · cross-district

#4 · Dharashivcell 4880002856

distance 0.244 · cross-district

#5 · Sanglicell 4930001571

distance 0.245 · cross-district

#6 · Laturcell 4810001087

distance 0.252 · cross-district

#7 · Laturcell 4810000796

distance 0.259 · cross-district

#8 · Laturcell 4810001148

distance 0.263 · cross-district

#9 · Ahmednagarcell 4660012662

distance 0.267 · cross-district

#10 · Ahmednagarcell 4660004364

distance 0.268 · cross-district

#11 · Nandedcell 4850002276

distance 0.27 · cross-district

#12 · Washimcell 4990001203

distance 0.271 · cross-district

#13 · Sanglicell 4930006355

distance 0.274 · cross-district

#14 · Solapurcell 4960005802

distance 0.275 · cross-district

#15 · Dharashivcell 4880000558

distance 0.277 · cross-district

#16 · Beedcell 4700005526

distance 0.278

#17 · Buldhanacell 4720000431

distance 0.279 · cross-district

#18 · Kolhapurcell 4800004161

distance 0.282 · 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":4700002178}}}'

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.