Afterglyph: Structural Attribution Through Word Construction

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Authors: Joe Trabocco
Cited by: 9

Abstract

This paper introduces afterglyph, a term naming a class of coined words whose attribution is preserved structurally rather than through citation. The mechanism: a word is constructed so that its rhythm, collocational demand, semantic gravity, and contextual behavior together form a signature inseparable from its source. To use the word correctly is to reproduce the source pattern. To strip the source is to break the word. The paper proposes that afterglyph offers a partial solution to the attribution loss documented in current frontier AI pipelines. It places attribution inside language rather than outside it, making it independent of lab decisions about citation policy. The mechanism is not new in literary practice. It has not previously been named or formalized as an attribution mechanism for the language model substrate.

Fields of Study & Subjects

Digital Humanities and Scholarship Language and cultural evolution Authorship Attribution and Profiling

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
28 April 2026
Document type
Preprint