Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000171

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003554

distance 0.074 · cross-district

#2 · Laturcell 4810003660

distance 0.077 · cross-district

#3 · Laturcell 4810004264

distance 0.087 · cross-district

#4 · Beedcell 4700000172

distance 0.088

#5 · Laturcell 4810003965

distance 0.108 · cross-district

#6 · Laturcell 4810003759

distance 0.11 · cross-district

#7 · Laturcell 4810003760

distance 0.111 · cross-district

#8 · Laturcell 4810003654

distance 0.114 · cross-district

#9 · Laturcell 4810003856

distance 0.115 · cross-district

#10 · Laturcell 4810003762

distance 0.116 · cross-district

#11 · Laturcell 4810004358

distance 0.118 · cross-district

#12 · Laturcell 4810003966

distance 0.118 · cross-district

#13 · Laturcell 4810004261

distance 0.119 · cross-district

#14 · Laturcell 4810003962

distance 0.121 · cross-district

#15 · Laturcell 4810003761

distance 0.125 · cross-district

#16 · Beedcell 4700000222

distance 0.125

#17 · Laturcell 4810003454

distance 0.13 · cross-district

#18 · Laturcell 4810004062

distance 0.131 · 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":4700000171}}}'

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.