Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001821

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002415

distance 0.094

#2 · Laturcell 4810002218

distance 0.099

#3 · Laturcell 4810002240

distance 0.121

#4 · Laturcell 4810001313

distance 0.122

#5 · Laturcell 4810000708

distance 0.122

#6 · Laturcell 4810002237

distance 0.123

#7 · Laturcell 4810001896

distance 0.126

#8 · Laturcell 4810002392

distance 0.129

#9 · Laturcell 4810001717

distance 0.134

#10 · Laturcell 4810002150

distance 0.135

#11 · Laturcell 4810002323

distance 0.137

#12 · Dharashivcell 4880004054

distance 0.139 · cross-district

#13 · Laturcell 4810000640

distance 0.142

#14 · Laturcell 4810002500

distance 0.143

#15 · Laturcell 4810001897

distance 0.143

#16 · Laturcell 4810000394

distance 0.144

#17 · Beedcell 4700000545

distance 0.145 · cross-district

#18 · Dharashivcell 4880001823

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":481,"cluster_id":4810001821}}}'

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.