Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000731

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002708

distance 0.092 · cross-district

#2 · Dharashivcell 4880002522

distance 0.094 · cross-district

#3 · Dharashivcell 4880002605

distance 0.096 · cross-district

#4 · Dharashivcell 4880001992

distance 0.098 · cross-district

#5 · Dharashivcell 4880002421

distance 0.099 · cross-district

#6 · Dharashivcell 4880002061

distance 0.111 · cross-district

#7 · Laturcell 4810002342

distance 0.115

#8 · Dharashivcell 4880001303

distance 0.116 · cross-district

#9 · Dharashivcell 4880002300

distance 0.116 · cross-district

#10 · Dharashivcell 4880003052

distance 0.117 · cross-district

#11 · Dharashivcell 4880001817

distance 0.117 · cross-district

#12 · Laturcell 4810000995

distance 0.119

#13 · Dharashivcell 4880002678

distance 0.121 · cross-district

#14 · Laturcell 4810002208

distance 0.121

#15 · Dharashivcell 4880001988

distance 0.125 · cross-district

#16 · Laturcell 4810001944

distance 0.125

#17 · Dharashivcell 4880003833

distance 0.127 · cross-district

#18 · Dharashivcell 4880001289

distance 0.127 · 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":4810000731}}}'

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.