Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006839

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006440

distance 0.16

#2 · Beedcell 4700008325

distance 0.162

#3 · Beedcell 4700007623

distance 0.169

#4 · Laturcell 4810001821

distance 0.173 · cross-district

#5 · Beedcell 4700005317

distance 0.177

#6 · Jalnacell 4790002227

distance 0.177 · cross-district

#7 · Beedcell 4700008414

distance 0.179

#8 · Beedcell 4700006962

distance 0.179

#9 · Beedcell 4700006015

distance 0.18

#10 · Beedcell 4700008739

distance 0.182

#11 · Laturcell 4810002210

distance 0.183 · cross-district

#12 · Beedcell 4700000318

distance 0.183

#13 · Beedcell 4700006716

distance 0.183

#14 · Laturcell 4810002656

distance 0.185 · cross-district

#15 · Beedcell 4700005448

distance 0.185

#16 · Laturcell 4810002392

distance 0.185 · cross-district

#17 · Jalnacell 4790001409

distance 0.186 · cross-district

#18 · Laturcell 4810002237

distance 0.186 · 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":4700006839}}}'

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.