Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003463

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004463

distance 0.084

#2 · Laturcell 4810004163

distance 0.111

#3 · Solapurcell 4960009907

distance 0.134 · cross-district

#4 · Laturcell 4810003557

distance 0.141

#5 · Solapurcell 4960010570

distance 0.143 · cross-district

#6 · Laturcell 4810003746

distance 0.143

#7 · Laturcell 4810004263

distance 0.144

#8 · Laturcell 4810002951

distance 0.146

#9 · Laturcell 4810004249

distance 0.148

#10 · Laturcell 4810001507

distance 0.15

#11 · Solapurcell 4960011271

distance 0.151 · cross-district

#12 · Laturcell 4810003860

distance 0.152

#13 · Laturcell 4810004752

distance 0.152

#14 · Laturcell 4810003964

distance 0.156

#15 · Laturcell 4810002262

distance 0.157

#16 · Laturcell 4810003147

distance 0.159

#17 · Solapurcell 4960011626

distance 0.159 · cross-district

#18 · Laturcell 4810003558

distance 0.16

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":4810003463}}}'

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.