On Contextuality in Behavioral Data
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Abstract (arXiv)
Dzhafarov, Zhang, and Kujala (Phil. Trans. Roy. Soc. A 374, 20150099) reviewed several behavioral data sets imitating the formal design of the quantum-mechanical contextuality experiments. The conclusion was that none of these data sets exhibited contextuality if understood in the generalized sense proposed in Dzhafarov, Kujala, and Larsson (Found. Phys. 7, 762-782, 2015), while the traditional definition of contextuality does not apply to these data because they violate the condition of consistent connectedness (also known as marginal selectivity, no-signaling condition, no-disturbance principle, etc.). In this paper we clarify the relationship between (in)consistent connectedness and (non)contextuality, as well as between the traditional and extended definitions of (non)contextuality, using as an example the Clauser-Horn-Shimony-Holt (CHSH) inequalities originally designed for detecting contextuality in entangled particles.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 18 Aug 2015.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 1; 2025: 0; 2026: 1.
4 papers.
- 2023Generalised Winograd Schema and its Contextualitycited by 4
- 2024Quantum-Like Contextuality in Large Language Modelscited by 4
- 2022A Model of Anaphoric Ambiguities using Sheaf Theoretic Quantum-like Contextuality and BERTcited by 3
- 2026Reply to comments arXiv:2512.07881 and arXiv:2601.06104 on quantum structure in human and AI-generated languagecited by 0
- 2026Reply to comments arXiv:2512.07881 and arXiv:2601.06104 on quantum structure in human and AI-generated language22 Sep 2026
- 2024Quantum-Like Contextuality in Large Language Models21 Dec 2024
- 2023Generalised Winograd Schema and its Contextuality31 Aug 2023
- 2022A Model of Anaphoric Ambiguities using Sheaf Theoretic Quantum-like Contextuality and BERT11 Aug 2022