Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003434

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003532

distance 0.097

#2 · Laturcell 4810004342

distance 0.1

#3 · Laturcell 4810004744

distance 0.101

#4 · Laturcell 4810004040

distance 0.102

#5 · Laturcell 4810003535

distance 0.108

#6 · Laturcell 4810003542

distance 0.11

#7 · Laturcell 4810004837

distance 0.116

#8 · Laturcell 4810004445

distance 0.116

#9 · Laturcell 4810004245

distance 0.118

#10 · Laturcell 4810005108

distance 0.122

#11 · Laturcell 4810004046

distance 0.122

#12 · Laturcell 4810005205

distance 0.123

#13 · Laturcell 4810005119

distance 0.124

#14 · Nandedcell 4850000275

distance 0.125 · cross-district

#15 · Nandedcell 4850000783

distance 0.126 · cross-district

#16 · Laturcell 4810003836

distance 0.127

#17 · Nandedcell 4850000208

distance 0.129 · cross-district

#18 · Nandedcell 4850000733

distance 0.133 · 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":4810003434}}}'

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.