Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006677

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012678

distance 0.156 · cross-district

#2 · Beedcell 4700007031

distance 0.159

#3 · Beedcell 4700006541

distance 0.169

#4 · Parbhanicell 4890001819

distance 0.195 · cross-district

#5 · Beedcell 4700000853

distance 0.197

#6 · Nandedcell 4850000778

distance 0.2 · cross-district

#7 · Nandedcell 4850000826

distance 0.204 · cross-district

#8 · Washimcell 4990002195

distance 0.204 · cross-district

#9 · Parbhanicell 4890002738

distance 0.204 · cross-district

#10 · Nandedcell 4850000730

distance 0.206 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000015

distance 0.206 · cross-district

#12 · Beedcell 4700006923

distance 0.212

#13 · Solapurcell 4960012535

distance 0.213 · cross-district

#14 · Washimcell 4990001092

distance 0.213 · cross-district

#15 · Beedcell 4700001554

distance 0.216

#16 · Chhatrapati Sambhajinagarcell 4690001473

distance 0.216 · cross-district

#17 · Parbhanicell 4890002402

distance 0.216 · cross-district

#18 · Parbhanicell 4890002654

distance 0.216 · 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":4700006677}}}'

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.