Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005240

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

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002765

distance 0.2 · cross-district

#2 · Beedcell 4700007878

distance 0.208

#3 · Beedcell 4700007676

distance 0.22

#4 · Solapurcell 4960010334

distance 0.232 · cross-district

#5 · Beedcell 4700007406

distance 0.234

#6 · Laturcell 4810002402

distance 0.238 · cross-district

#7 · Buldhanacell 4720000873

distance 0.244 · cross-district

#8 · Laturcell 4810000897

distance 0.249 · cross-district

#9 · Nandedcell 4850004660

distance 0.25 · cross-district

#10 · Ahmednagarcell 4660001258

distance 0.252 · cross-district

#11 · Solapurcell 4960012582

distance 0.256 · cross-district

#12 · Amravaticell 4680003893

distance 0.257 · cross-district

#13 · Beedcell 4700001571

distance 0.258

#14 · Punecell 4900002941

distance 0.258 · cross-district

#15 · Sanglicell 4930003611

distance 0.259 · cross-district

#16 · Beedcell 4700005463

distance 0.26

#17 · Dharashivcell 4880001128

distance 0.262 · cross-district

#18 · Yavatmalcell 5000006414

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":4700005240}}}'

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.