Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000821

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002252

distance 0.113 · cross-district

#2 · Laturcell 4810000744

distance 0.127

#3 · Dharashivcell 4880001857

distance 0.132 · cross-district

#4 · Laturcell 4810000680

distance 0.138

#5 · Laturcell 4810000388

distance 0.144

#6 · Dharashivcell 4880001316

distance 0.146 · cross-district

#7 · Dharashivcell 4880002174

distance 0.15 · cross-district

#8 · Dharashivcell 4880002380

distance 0.152 · cross-district

#9 · Dharashivcell 4880002712

distance 0.153 · cross-district

#10 · Laturcell 4810002307

distance 0.158

#11 · Dharashivcell 4880001323

distance 0.158 · cross-district

#12 · Dharashivcell 4880001944

distance 0.159 · cross-district

#13 · Laturcell 4810002324

distance 0.161

#14 · Laturcell 4810001551

distance 0.162

#15 · Laturcell 4810001724

distance 0.162

#16 · Dharashivcell 4880005462

distance 0.164 · cross-district

#17 · Laturcell 4810001715

distance 0.165

#18 · Laturcell 4810002151

distance 0.167

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":4810000821}}}'

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.