Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000009

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

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000010

distance 0.039

#2 · Laturcell 4810000195

distance 0.075

#3 · Laturcell 4810000359

distance 0.078

#4 · Laturcell 4810000247

distance 0.082

#5 · Dharashivcell 4880001341

distance 0.094 · cross-district

#6 · Dharashivcell 4880001864

distance 0.095 · cross-district

#7 · Dharashivcell 4880001865

distance 0.096 · cross-district

#8 · Laturcell 4810000048

distance 0.096

#9 · Laturcell 4810000182

distance 0.098

#10 · Laturcell 4810000004

distance 0.099

#11 · Laturcell 4810000259

distance 0.101

#12 · Laturcell 4810000365

distance 0.102

#13 · Laturcell 4810000176

distance 0.103

#14 · Laturcell 4810000125

distance 0.104

#15 · Laturcell 4810000047

distance 0.106

#16 · Laturcell 4810000059

distance 0.107

#17 · Laturcell 4810000911

distance 0.108

#18 · Laturcell 4810000154

distance 0.109

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":4810000009}}}'

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.