Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003445

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003442

distance 0.069

#2 · Laturcell 4810003240

distance 0.093

#3 · Laturcell 4810003137

distance 0.101

#4 · Laturcell 4810003339

distance 0.112

#5 · Laturcell 4810004754

distance 0.125

#6 · Laturcell 4810003444

distance 0.13

#7 · Dharashivcell 4880004217

distance 0.145 · cross-district

#8 · Laturcell 4810003027

distance 0.151

#9 · Laturcell 4810002401

distance 0.151

#10 · Laturcell 4810000590

distance 0.16

#11 · Laturcell 4810004662

distance 0.163

#12 · Laturcell 4810003042

distance 0.163

#13 · Sanglicell 4930000431

distance 0.163 · cross-district

#14 · Laturcell 4810003046

distance 0.17

#15 · Solapurcell 4960011274

distance 0.176 · cross-district

#16 · Laturcell 4810003146

distance 0.177

#17 · Laturcell 4810002000

distance 0.179

#18 · Dharashivcell 4880004738

distance 0.181 · 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":4810003445}}}'

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.