Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000458

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000777

distance 0.068

#2 · Jalnacell 4790002891

distance 0.147 · cross-district

#3 · Dharashivcell 4880005122

distance 0.153 · cross-district

#4 · Beedcell 4700000376

distance 0.153

#5 · Dharashivcell 4880005482

distance 0.153 · cross-district

#6 · Beedcell 4700001291

distance 0.157

#7 · Buldhanacell 4720001443

distance 0.158 · cross-district

#8 · Laturcell 4810001871

distance 0.16 · cross-district

#9 · Beedcell 4700000685

distance 0.161

#10 · Beedcell 4700002562

distance 0.161

#11 · Beedcell 4700002713

distance 0.162

#12 · Buldhanacell 4720001387

distance 0.162 · cross-district

#13 · Beedcell 4700001458

distance 0.164

#14 · Solapurcell 4960005616

distance 0.166 · cross-district

#15 · Beedcell 4700000459

distance 0.167

#16 · Beedcell 4700001139

distance 0.167

#17 · Solapurcell 4960003961

distance 0.168 · cross-district

#18 · Sanglicell 4930000571

distance 0.169 · 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":4700000458}}}'

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.