Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001547

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002610

distance 0.109

#2 · Laturcell 4810001903

distance 0.115

#3 · Laturcell 4810000285

distance 0.116

#4 · Laturcell 4810000947

distance 0.119

#5 · Laturcell 4810001325

distance 0.12

#6 · Laturcell 4810001228

distance 0.125

#7 · Laturcell 4810000225

distance 0.129

#8 · Laturcell 4810001466

distance 0.131

#9 · Laturcell 4810001023

distance 0.131

#10 · Laturcell 4810000529

distance 0.136

#11 · Laturcell 4810001154

distance 0.138

#12 · Beedcell 4700001771

distance 0.14 · cross-district

#13 · Laturcell 4810001011

distance 0.143

#14 · Beedcell 4700001170

distance 0.144 · cross-district

#15 · Beedcell 4700001428

distance 0.145 · cross-district

#16 · Laturcell 4810000510

distance 0.145

#17 · Laturcell 4810001153

distance 0.145

#18 · Laturcell 4810001545

distance 0.147

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":4810001547}}}'

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.