Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003213

The MH-36 locality cells most similar to this Latur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003318

distance 0.127

#2 · Laturcell 4810003208

distance 0.131

#3 · Laturcell 4810003008

distance 0.159

#4 · Laturcell 4810004228

distance 0.161

#5 · Laturcell 4810004330

distance 0.163

#6 · Laturcell 4810003209

distance 0.166

#7 · Laturcell 4810003916

distance 0.171

#8 · Laturcell 4810003099

distance 0.172

#9 · Laturcell 4810003806

distance 0.173

#10 · Laturcell 4810002500

distance 0.173

#11 · Laturcell 4810001715

distance 0.176

#12 · Laturcell 4810001896

distance 0.177

#13 · Laturcell 4810004631

distance 0.178

#14 · Laturcell 4810001551

distance 0.178

#15 · Laturcell 4810001717

distance 0.179

#16 · Laturcell 4810002151

distance 0.183

#17 · Beedcell 4700000245

distance 0.185 · cross-district

#18 · Nandedcell 4850001837

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":481,"cluster_id":4810003213}}}'

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.