Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000748

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001680

distance 0.088 · cross-district

#2 · Laturcell 4810000392

distance 0.099

#3 · Laturcell 4810000391

distance 0.114

#4 · Dharashivcell 4880001853

distance 0.117 · cross-district

#5 · Laturcell 4810000384

distance 0.117

#6 · Dharashivcell 4880001759

distance 0.12 · cross-district

#7 · Dharashivcell 4880002390

distance 0.122 · cross-district

#8 · Laturcell 4810000735

distance 0.126

#9 · Dharashivcell 4880001585

distance 0.127 · cross-district

#10 · Dharashivcell 4880004060

distance 0.128 · cross-district

#11 · Dharashivcell 4880001568

distance 0.13 · cross-district

#12 · Laturcell 4810000816

distance 0.131

#13 · Dharashivcell 4880002165

distance 0.132 · cross-district

#14 · Dharashivcell 4880002307

distance 0.133 · cross-district

#15 · Dharashivcell 4880002327

distance 0.133 · cross-district

#16 · Dharashivcell 4880001654

distance 0.133 · cross-district

#17 · Laturcell 4810000675

distance 0.134

#18 · Dharashivcell 4880002248

distance 0.134 · 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":4810000748}}}'

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.