Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003487

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 1 distinct districts

Index confidence

0.91

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 4810003383

distance 0.094

#2 · Laturcell 4810004970

distance 0.105

#3 · Laturcell 4810003282

distance 0.107

#4 · Laturcell 4810003989

distance 0.11

#5 · Laturcell 4810004085

distance 0.124

#6 · Laturcell 4810003689

distance 0.125

#7 · Laturcell 4810003077

distance 0.128

#8 · Laturcell 4810003178

distance 0.133

#9 · Laturcell 4810003075

distance 0.134

#10 · Laturcell 4810003378

distance 0.136

#11 · Laturcell 4810003990

distance 0.137

#12 · Laturcell 4810003076

distance 0.137

#13 · Laturcell 4810003379

distance 0.141

#14 · Laturcell 4810003074

distance 0.144

#15 · Laturcell 4810003274

distance 0.152

#16 · Laturcell 4810003886

distance 0.156

#17 · Laturcell 4810003179

distance 0.156

#18 · Laturcell 4810004878

distance 0.156

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":4810003487}}}'

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.