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This paper presents a reproducible machine-learning pipeline for structural pattern mining in Inka khipus, using unsupervised clustering and supervised classification on the Open Khipu Repository to identify structural groups and validate prior findings, with all code and data openly available.
A computational framework combining prompt-based filtering and unsupervised clustering to identify manipulative political narrative clusters from social media posts without predefined categories.