Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004321

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780003073

distance 0.194 · cross-district

#2 · Beedcell 4700000375

distance 0.213

#3 · Washimcell 4990001699

distance 0.23 · cross-district

#4 · Buldhanacell 4720003335

distance 0.233 · cross-district

#5 · Jalgaoncell 4780002971

distance 0.237 · cross-district

#6 · Nandedcell 4850001957

distance 0.245 · cross-district

#7 · Solapurcell 4960005926

distance 0.246 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005925

distance 0.248 · cross-district

#9 · Jalgaoncell 4780002561

distance 0.255 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002873

distance 0.256 · cross-district

#11 · Beedcell 4700004996

distance 0.26

#12 · Solapurcell 4960005794

distance 0.261 · cross-district

#13 · Sanglicell 4930004087

distance 0.265 · cross-district

#14 · Nandedcell 4850002654

distance 0.266 · cross-district

#15 · Beedcell 4700005001

distance 0.267

#16 · Solapurcell 4960005519

distance 0.268 · cross-district

#17 · Solapurcell 4960005088

distance 0.269 · cross-district

#18 · Jalgaoncell 4780002668

distance 0.27 · 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":4700004321}}}'

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.