Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004871

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005642

distance 0.164

#2 · Beedcell 4700005789

distance 0.165

#3 · Beedcell 4700006495

distance 0.166

#4 · Ahmednagarcell 4660005172

distance 0.166 · cross-district

#5 · Beedcell 4700006362

distance 0.178

#6 · Beedcell 4700003843

distance 0.183

#7 · Ahmednagarcell 4660001634

distance 0.184 · cross-district

#8 · Washimcell 4990000083

distance 0.184 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005050

distance 0.186 · cross-district

#10 · Solapurcell 4960009012

distance 0.188 · cross-district

#11 · Solapurcell 4960009600

distance 0.192 · cross-district

#12 · Parbhanicell 4890001483

distance 0.192 · cross-district

#13 · Beedcell 4700004353

distance 0.194

#14 · Buldhanacell 4720001606

distance 0.197 · cross-district

#15 · Ahmednagarcell 4660003101

distance 0.198 · cross-district

#16 · Beedcell 4700003498

distance 0.198

#17 · Chhatrapati Sambhajinagarcell 4690002687

distance 0.198 · cross-district

#18 · Ahmednagarcell 4660004536

distance 0.199 · 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":4700004871}}}'

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.