Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001949

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001947

distance 0.133

#2 · Laturcell 4810000962

distance 0.139

#3 · Laturcell 4810001546

distance 0.144

#4 · Beedcell 4700004807

distance 0.15 · cross-district

#5 · Laturcell 4810002426

distance 0.151

#6 · Laturcell 4810001966

distance 0.152

#7 · Laturcell 4810001226

distance 0.161

#8 · Laturcell 4810001070

distance 0.163

#9 · Beedcell 4700001737

distance 0.171 · cross-district

#10 · Laturcell 4810001217

distance 0.182

#11 · Beedcell 4700005599

distance 0.182 · cross-district

#12 · Dharashivcell 4880005775

distance 0.19 · cross-district

#13 · Laturcell 4810000803

distance 0.191

#14 · Dharashivcell 4880001301

distance 0.192 · cross-district

#15 · Laturcell 4810001730

distance 0.193

#16 · Beedcell 4700004809

distance 0.194 · cross-district

#17 · Beedcell 4700002221

distance 0.194 · cross-district

#18 · Laturcell 4810002341

distance 0.195

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":4810001949}}}'

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.