Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000724

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000592

distance 0.068

#2 · Laturcell 4810000044

distance 0.091

#3 · Laturcell 4810000294

distance 0.115

#4 · Laturcell 4810000115

distance 0.142

#5 · Laturcell 4810000233

distance 0.146

#6 · Dharashivcell 4880000519

distance 0.147 · cross-district

#7 · Dharashivcell 4880001165

distance 0.148 · cross-district

#8 · Akolacell 4670001000

distance 0.148 · cross-district

#9 · Laturcell 4810000849

distance 0.152

#10 · Dharashivcell 4880000447

distance 0.16 · cross-district

#11 · Dharashivcell 4880005491

distance 0.161 · cross-district

#12 · Laturcell 4810000850

distance 0.162

#13 · Buldhanacell 4720003640

distance 0.165 · cross-district

#14 · Buldhanacell 4720003326

distance 0.167 · cross-district

#15 · Laturcell 4810000853

distance 0.167

#16 · Akolacell 4670000944

distance 0.168 · cross-district

#17 · Laturcell 4810000432

distance 0.17

#18 · Laturcell 4810000139

distance 0.171

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":4810000724}}}'

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.