Stemma: Induced Decision Regions Reveal LLM Provenance

Keyu Zhang, Vadim Safronov, Andrew Martin

LLM provenance testing asks whether a suspect LLM belongs to the same lineage as a source. Existing black-box methods largely infer this relationship from response-level characteri…