Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005152

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006576

distance 0.081

#2 · Beedcell 4700006014

distance 0.091

#3 · Beedcell 4700006453

distance 0.092

#4 · Beedcell 4700006312

distance 0.121

#5 · Beedcell 4700005889

distance 0.122

#6 · Beedcell 4700005455

distance 0.124

#7 · Beedcell 4700005879

distance 0.127

#8 · Beedcell 4700005462

distance 0.129

#9 · Laturcell 4810000970

distance 0.133 · cross-district

#10 · Laturcell 4810001162

distance 0.135 · cross-district

#11 · Laturcell 4810001544

distance 0.135 · cross-district

#12 · Jalnacell 4790002033

distance 0.136 · cross-district

#13 · Beedcell 4700006303

distance 0.136

#14 · Buldhanacell 4720001596

distance 0.138 · cross-district

#15 · Beedcell 4700000789

distance 0.14

#16 · Laturcell 4810001248

distance 0.143 · cross-district

#17 · Laturcell 4810001647

distance 0.144 · cross-district

#18 · Laturcell 4810002518

distance 0.145 · 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":4700005152}}}'

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.