Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000002

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000401

distance 0.23 · cross-district

#2 · Dharashivcell 4880001517

distance 0.239 · cross-district

#3 · Laturcell 4810000063

distance 0.24

#4 · Laturcell 4810000312

distance 0.241

#5 · Laturcell 4810000192

distance 0.242

#6 · Beedcell 4700001948

distance 0.244 · cross-district

#7 · Buldhanacell 4720002484

distance 0.245 · cross-district

#8 · Laturcell 4810000172

distance 0.246

#9 · Laturcell 4810000168

distance 0.248

#10 · Laturcell 4810000170

distance 0.248

#11 · Laturcell 4810000055

distance 0.248

#12 · Laturcell 4810000131

distance 0.249

#13 · Dharashivcell 4880001340

distance 0.25 · cross-district

#14 · Dharashivcell 4880001695

distance 0.251 · cross-district

#15 · Washimcell 4990003312

distance 0.252 · cross-district

#16 · Laturcell 4810000354

distance 0.253

#17 · Laturcell 4810000175

distance 0.253

#18 · Laturcell 4810000097

distance 0.255

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":4810000002}}}'

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.