Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003430

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004938

distance 0.117

#2 · Laturcell 4810003532

distance 0.124

#3 · Laturcell 4810004444

distance 0.127

#4 · Laturcell 4810004738

distance 0.129

#5 · Laturcell 4810005205

distance 0.129

#6 · Laturcell 4810003531

distance 0.133

#7 · Laturcell 4810004041

distance 0.135

#8 · Laturcell 4810003941

distance 0.137

#9 · Laturcell 4810004840

distance 0.139

#10 · Laturcell 4810004040

distance 0.146

#11 · Laturcell 4810005108

distance 0.147

#12 · Laturcell 4810004634

distance 0.149

#13 · Nandedcell 4850000501

distance 0.152 · cross-district

#14 · Laturcell 4810004837

distance 0.154

#15 · Nandedcell 4850000360

distance 0.157 · cross-district

#16 · Nandedcell 4850000362

distance 0.162 · cross-district

#17 · Nandedcell 4850000208

distance 0.163 · cross-district

#18 · Laturcell 4810004039

distance 0.163

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":4810003430}}}'

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.