Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002040

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006679

distance 0.222

#2 · Dharashivcell 4880006078

distance 0.241 · cross-district

#3 · Sanglicell 4930005580

distance 0.243 · cross-district

#4 · Nandedcell 4850000594

distance 0.245 · cross-district

#5 · Sanglicell 4930001584

distance 0.251 · cross-district

#6 · Buldhanacell 4720000391

distance 0.256 · cross-district

#7 · Buldhanacell 4720000576

distance 0.26 · cross-district

#8 · Sanglicell 4930002924

distance 0.266 · cross-district

#9 · Washimcell 4990004164

distance 0.274 · cross-district

#10 · Sanglicell 4930002098

distance 0.285 · cross-district

#11 · Laturcell 4810005794

distance 0.288 · cross-district

#12 · Ahmednagarcell 4660007761

distance 0.289 · cross-district

#13 · Solapurcell 4960000379

distance 0.292 · cross-district

#14 · Dharashivcell 4880002651

distance 0.292 · cross-district

#15 · Ahmednagarcell 4660000659

distance 0.292 · cross-district

#16 · Ahmednagarcell 4660007343

distance 0.293 · cross-district

#17 · Beedcell 4700002857

distance 0.294

#18 · Beedcell 4700005788

distance 0.298

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":4700002040}}}'

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.