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],
"limitations": [
"One development world and one initialization, without new-world confirmation",
"Joint k=2/3/4 training; this is not unseen-hop-length transfer",
"Familiar query holdout permits higher-hop training to contain shorter subpaths",
"Independent-depth changes parameters; sharing changes correlations and edited scope",
"Random-function graph permits repeated entities and suffix concentration"
]
}