Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000764

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001783

distance 0.085

#2 · Laturcell 4810000569

distance 0.088

#3 · Laturcell 4810000959

distance 0.093

#4 · Laturcell 4810001796

distance 0.094

#5 · Laturcell 4810002158

distance 0.098

#6 · Laturcell 4810002229

distance 0.098

#7 · Laturcell 4810000933

distance 0.101

#8 · Laturcell 4810001062

distance 0.105

#9 · Dharashivcell 4880001519

distance 0.105 · cross-district

#10 · Laturcell 4810001955

distance 0.107

#11 · Laturcell 4810000523

distance 0.109

#12 · Dharashivcell 4880004922

distance 0.112 · cross-district

#13 · Laturcell 4810000196

distance 0.113

#14 · Dharashivcell 4880001257

distance 0.113 · cross-district

#15 · Laturcell 4810000126

distance 0.116

#16 · Dharashivcell 4880005507

distance 0.116 · cross-district

#17 · Laturcell 4810002138

distance 0.117

#18 · Dharashivcell 4880001254

distance 0.118 · 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":4810000764}}}'

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.