Deterministic Citation-Identity in Perplexity: A 14-Day Zero-Variance Replication of AI Citation Behaviour on Proprietary-Concept Queries
Abstract
14-day replication of Perplexity sonar-pro citation behaviour using a 10-query universal set against a single domain (thegeolab.net). Core finding: three query-to-page bindings were returned on every one of the 14 measurement days without exception. T1: 51/70 (72.9%). T2: 0/70 (0.0%). Working paper v1.0.
Fields of Study & Subjects
Scientific Computing and Data Management
Biomedical Text Mining and Ontologies
Topic Modeling
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 16 May 2026