- Open Access
Entanglement Certification Using Noncontextuality Inequalities
Phys. Rev. X 16, 031057 – Published 1 September, 2026
DOI: https://doi.org/10.1103/dxpr-wp6l
Abstract
By combining the assumptions of Bell locality with those of generalized noncontextuality, we define classes of noncontextuality inequalities for correlations arising in a bipartite Bell circuit. These classes are distinguished by which subsets of the full set of operational identities are taken as input to the principle of noncontextuality; certain natural subsets form a hierarchy that provides a way of understanding and classifying different forms of quantum correlations, including entanglement, steering, and nonlocality. Each level of this hierarchy gives rise to a corresponding class of noncontextuality inequalities whose violation witnesses one of these forms of bipartite quantum resourcefulness, thereby yielding different sufficient conditions for entanglement. The resulting entanglement certification paradigm requires no prior characterization of the measurements, delivers a verdict independent of tomographic gauge freedom, and can certify any entangled state without auxiliary entangled sources. To illustrate the power of this paradigm, we show that noncontextuality inequalities can certify entanglement for families of two-qubit isotropic states for which certification by Bell or steering inequalities is known to be impossible. We also show that, compared with the Bell test, this approach certifies a much larger fraction of entangled states, while the associated membership problem is computationally more tractable. On the experimental side, we describe techniques to ensure nontrivial operational identities in the presence of noisy and imperfect implementations. We also identify the sufficient condition under which these techniques are valid, namely, a particular notion of tomographic completeness of the implemented Bell circuit, which ensures that the operational identities are independent of tomographic gauge. Finally, we provide an experimental demonstration of the superior performance of this entanglement certification technique using polarization-entangled photons.
Physics Subject Headings (PhySH)
Popular Summary
Entanglement is a central resource for quantum technologies, but certifying it experimentally often requires detailed calibration of measurement devices, whereas fully device-independent tests based on Bell inequalities can detect only a restricted subset of entangled states. We introduce an alternative approach that combines locality with generalized noncontextuality. Our protocol uses operational identities among measurement procedures—which can be inferred directly from experimental data when the implemented experiment is tomographically complete—to derive noncontextuality inequalities whose violation certifies entanglement. In principle, the resulting method requires no prior characterization of the measurements, yields conclusions independent of ambiguities in tomographic reconstruction, and can certify any entangled state without auxiliary entangled sources. We demonstrate the approach using polarization-entangled photons, showing that it can certify entanglement beyond the reach of conventional Bell- and steering-based tests. This provides a broadly applicable new route to certifying quantum resources in experiments and future quantum technologies.
Article Text
References (86)
- J. S. Bell, On the Einstein Podolsky Rosen paradox, Phys. Phys. Fiz. 1, 195 (1964).
- C. J. Wood and R. W. Spekkens, The lesson of causal discovery algorithms for quantum correlations: Causal explanations of Bell-inequality violations require fine-tuning, New J. Phys. 17, 033002 (2015).
- N. Brunner, D. Cavalcanti, S. Pironio, V. Scarani, and S. Wehner, Bell nonlocality, Rev. Mod. Phys. 86, 419 (2014).
- R. Horodecki, P. Horodecki, M. Horodecki, and K. Horodecki, Quantum entanglement, Rev. Mod. Phys. 81, 865 (2009).
- R. Uola, Ana C. S. Costa, H. C. Nguyen, and O. Gühne, Quantum steering, Rev. Mod. Phys. 92, 015001 (2020).
- R. F. Werner, Quantum states with Einstein-Podolsky-Rosen correlations admitting a hidden-variable model, Phys. Rev. A 40, 4277 (1989).
- M. Piani, S. Gharibian, G. Adesso, J. Calsamiglia, P. Horodecki, and A. Winter, All nonclassical correlations can be activated into distillable entanglement, Phys. Rev. Lett. 106, 220403 (2011).
- H. M. Wiseman, S. J. Jones, and A. C. Doherty, Steering, entanglement, nonlocality, and the Einstein-Podolsky-Rosen paradox, Phys. Rev. Lett. 98, 140402 (2007).
- D. Schmid, T. C. Fraser, R. Kunjwal, A. B. Sainz, E. Wolfe, and R. W. Spekkens, Understanding the interplay of entanglement and nonlocality: Motivating and developing a new branch of entanglement theory, Quantum 7, 1194 (2023).
- M. T. Quintino, T. Vértesi, D. Cavalcanti, R. Augusiak, M. Demianowicz, A. Acín, and N. Brunner, Inequivalence of entanglement, steering, and Bell nonlocality for general measurements, Phys. Rev. A 92, 032107 (2015).
- N. Gisin, Bell’s inequality holds for all non-product states, Phys. Lett. A 154, 201 (1991).
- N. Gisin and A. Peres, Maximal violation of Bell’s inequality for arbitrarily large spin, Phys. Lett. A 162, 15 (1992).
- J. Barrett, Nonsequential positive-operator-valued measurements on entangled mixed states do not always violate a Bell inequality, Phys. Rev. A 65, 042302 (2002).
- J. F. Clauser, M. A. Horne, A. Shimony, and R. A. Holt, Proposed experiment to test local hidden-variable theories, Phys. Rev. Lett. 23, 880 (1969).
- O. Gühne and G. Tóth, Entanglement detection, Phys. Rep. 474, 1 (2009).
- C. Branciard, D. Rosset, Y.-C. Liang, and N. Gisin, Measurement-device-independent entanglement witnesses for all entangled quantum states, Phys. Rev. Lett. 110, 060405 (2013).
- F. Buscemi, All entangled quantum states are nonlocal, Phys. Rev. Lett. 108, 200401 (2012).
- R. W. Spekkens, Contextuality for preparations, transformations, and unsharp measurements, Phys. Rev. A 71, 052108 (2005).
Note that, throughout this work, we use the term noncontextual to refer to the notion of generalized noncontextuality defined in Ref. [18] rather than the Kochen-Specker notion [20, 21]. We use the term NCOM-nonrealizable in preference to contextual to emphasize that, in the face of a no-go result, one has the option to abandon the framework of ontological models rather than the principle of noncontextuality.
- S. Kochen and E. P. Specker, The problem of hidden variables in quantum mechanics, in The Logico-Algebraic Approach to Quantum Mechanics: Volume I: Historical Evolution, edited by C. A. Hooker (Springer Netherlands, Dordrecht, 1975), pp. 293–328.
- C. Budroni, A. Cabello, O. Gühne, M. Kleinmann, and J.-A. Larsson, Kochen-Specker contextuality, Rev. Mod. Phys. 94, 045007 (2022).
- D. Schmid, J. H. Selby, and R. W. Spekkens, Addressing some common objections to generalized noncontextuality, Phys. Rev. A 109, 022228 (2024).
- R. W. Spekkens, Negativity and contextuality are equivalent notions of nonclassicality, Phys. Rev. Lett. 101, 020401 (2008).
- D. Schmid, J. H. Selby, M. F. Pusey, and R. W. Spekkens, A structure theorem for generalized-noncontextual ontological models, Quantum 8, 1283 (2024).
- D. Schmid, J. H. Selby, E. Wolfe, R. Kunjwal, and R. W. Spekkens, Characterization of noncontextuality in the framework of generalized probabilistic theories, PRX Quantum 2, 010331 (2021).
- F. Shahandeh, Contextuality of general probabilistic theories, PRX Quantum 2, 010330 (2021).
- A. Tavakoli and R. Uola, Measurement incompatibility and steering are necessary and sufficient for operational contextuality, Phys. Rev. Res. 2, 013011 (2020).
- V. J. Wright and M. Farkas, Invertible map between Bell nonlocal and contextuality scenarios, Phys. Rev. Lett. 131, 220202 (2023).
- M. Plávala and O. Gühne, Contextuality as a precondition for quantum entanglement, Phys. Rev. Lett. 132, 100201 (2024).
- A. G. Kofman and A. N. Korotkov, Bell-inequality violation versus entanglement in the presence of local decoherence, Phys. Rev. A 77, 052329 (2008).
- E. Nielsen, J. K. Gamble, K. Rudinger, T. Scholten, K. Young, and R. Blume-Kohout, Gate set tomography, Quantum 5, 557 (2021).
- M. D. Mazurek, M. F. Pusey, K. J. Resch, and R. W. Spekkens, Experimentally bounding deviations from quantum theory in the landscape of generalized probabilistic theories, PRX Quantum 2, 020302 (2021).
- D. J. Saunders, S. J. Jones, H. M. Wiseman, and G. J. Pryde, Experimental EPR-steering using Bell-local states, Nat. Phys. 6, 845 (2010).
- J. Bowles, I. Šupić, D. Cavalcanti, and A. Acín, Device-independent entanglement certification of all entangled states, Phys. Rev. Lett. 121, 180503 (2018).
- P.-S. Lin, D. Rosset, Y. Zhang, J.-D. Bancal, and Y.-C. Liang, Device-independent point estimation from finite data and its application to device-independent property estimation, Phys. Rev. A 97, 032309 (2018).
- E. G. Cavalcanti, S. J. Jones, H. M. Wiseman, and M. D. Reid, Experimental criteria for steering and the Einstein-Podolsky-Rosen paradox, Phys. Rev. A 80, 032112 (2009).
- Y. Zhang, D. Schmid, Y. Yīng, and R. W. Spekkens, Reassessing the boundary between classical and nonclassical for individual quantum processes, Phys. Rev. X 16, 021050 (2026).
Strictly speaking, the notion of noncontextuality can be applied only to ontological models of theories that are not quotiented relative to operational equivalences, whereas in this work we treat quantum theory as a theory wherein this quotienting procedure has been applied [24, 39]. References [24, 25] introduce more precise terminology, but we eschew it here for the sake of maintaining familiar terminology.
- G. Chiribella, G. M. D’Ariano, and P. Perinotti, Probabilistic theories with purification, Phys. Rev. A 81, 062348 (2010).
- P. Skrzypczyk, M. Navascués, and D. Cavalcanti, Quantifying Einstein-Podolsky-Rosen steering, Phys. Rev. Lett. 112, 180404 (2014).
- D. Rosset, D. Schmid, and F. Buscemi, Type-independent characterization of spacelike separated resources, Phys. Rev. Lett. 125, 210402 (2020).
- Y. Zhang, Y. Yīng, and D. Schmid, Quantifiers and witnesses for the nonclassicality of measurements and of states, Quantum 10, 2180 (2026).
For readers who would prefer a terminology that is less generic than “classical,” these bipartite states can be referred to as Leibniz-classical, a terminology introduced in Ref. [37].
The Royal Swedish Academy of Sciences, Scientific Background on the Nobel Prize in Physics 2022: Experiments with Entangled Photons, Establishing the Violation of Bell Inequalities and Pioneering Quantum Information Science, https://www.nobelprize.org/uploads/2022/10/advanced-physicsprize2022.pdf (2022) (Accessed: November 5, 2024).
- S. Designolle, G. Iommazzo, M. Besançon, S. Knebel, P. Gelß, and S. Pokutta, Improved local models and new Bell inequalities via Frank-Wolfe algorithms, Phys. Rev. Res. 5, 043059 (2023).
- A. Acín, N. Gisin, and B. Toner, Grothendieck’s constant and local models for noisy entangled quantum states, Phys. Rev. A 73, 062105 (2006).
- Y. Zhang and E. Chitambar, Exact steering bound for two-qubit Werner states, Phys. Rev. Lett. 132, 250201 (2024).
- M. J. Renner, Compatibility of generalized noisy qubit measurements, Phys. Rev. Lett. 132, 250202 (2024).
- M. J. Wenninger, Spherical Models (Cambridge University Press, Cambridge, England, 1979).
- H.-Y. Huang, R. Kueng, and J. Preskill, Predicting many properties of a quantum system from very few measurements, Nat. Phys. 16, 1050 (2020).
- A. Elben, S. T. Flammia, H.-Y. Huang, R. Kueng, J. Preskill, B. Vermersch, and P. Zoller, The randomized measurement toolbox, Nat. Rev. Phys. 5, 9 (2023).
- R. Horodecki, P. Horodecki, and M. Horodecki, Violating Bell inequality by mixed spin-12 states: Necessary and sufficient condition, Phys. Lett. A 200, 340 (1995).
- A. Peres, Separability criterion for density matrices, Phys. Rev. Lett. 77, 1413 (1996).
- M. D. Mazurek, M. F. Pusey, R. Kunjwal, K. J. Resch, and R. W. Spekkens, An experimental test of noncontextuality without unphysical idealizations, Nat. Commun. 7, ncomms11780 (2016).
- S. T. Merkel, J. M. Gambetta, J. A. Smolin, S. Poletto, A. D. Córcoles, B. R. Johnson, C. A. Ryan, and M. Steffen, Self-consistent quantum process tomography, Phys. Rev. A 87, 062119 (2013).
- D. Greenbaum, Introduction to quantum gate set tomography, arXiv:1509.02921.
Suppose denotes the realized Bell circuit and denotes the image of this under the local classical postprocessing; if the primary statistics are NCOM-realizable relative to , then the secondary statistics must be NCOM-realizable relative to , since local classical processing can be absorbed into a redefinition of the response functions in Eq. (4).
- T. Kim, M. Fiorentino, and Franco N. C. Wong, Phase-stable source of polarization-entangled photons using a polarization Sagnac interferometer, Phys. Rev. A 73, 012316 (2006).
- L. Hardy, Quantum theory from five reasonable axioms, arXiv:quant-ph/0101012.
- J. Barrett, Information processing in generalized probabilistic theories, Phys. Rev. A 75, 032304 (2007).
- M. Krystek and M. Anton, A weighted total least-squares algorithm for fitting a straight line, Meas. Sci. Technol. 18, 3438 (2007).
- D. Schmid, J. H. Selby, V. P. Rossi, R. D. Baldijão, and A. B. Sainz, Shadows and subsystems of generalized probabilistic theories: When tomographic incompleteness is not a loophole for contextuality proofs, Quantum 9, 1880 (2025).
- N. Gisin and B. Gisin, A local hidden variable model of quantum correlation exploiting the detection loophole, Phys. Lett. A 260, 323 (1999).
- S. Massar and S. Pironio, Violation of local realism versus detection efficiency, Phys. Rev. A 68, 062109 (2003).
- J.-Å. Larsson, Loopholes in Bell inequality tests of local realism, J. Phys. A 47, 424003 (2014).
- B. G. Christensen, K. T. McCusker, J. B. Altepeter, B. Calkins, T. Gerrits, A. E. Lita, A. Miller, L. K. Shalm, Y. Zhang, S. W. Nam, N. Brunner, C. C. W. Lim, N. Gisin, and P. G. Kwiat, Detection-loophole-free test of quantum nonlocality, and applications, Phys. Rev. Lett. 111, 130406 (2013).
- M. Giustina et al., Significant-loophole-free test of Bell’s theorem with entangled photons, Phys. Rev. Lett. 115, 250401 (2015).
- L. K. Shalm et al., Strong loophole-free test of local realism, Phys. Rev. Lett. 115, 250402 (2015).
- J. H. Selby, D. Schmid, E. Wolfe, A. B. Sainz, R. Kunjwal, and R. W. Spekkens, Contextuality without incompatibility, Phys. Rev. Lett. 130, 230201 (2023).
- J. H. Selby, D. Schmid, E. Wolfe, A. B. Sainz, R. Kunjwal, and R. W. Spekkens, Accessible fragments of generalized probabilistic theories, cone equivalence, and applications to witnessing nonclassicality, Phys. Rev. A 107, 062203 (2023).
Note that certification of EPR steering is also possible in a manner that has no detection inefficiency loophole [72].
- A. J. Bennet, D. A. Evans, D. J. Saunders, C. Branciard, E. G. Cavalcanti, H. M. Wiseman, and G. J. Pryde, Arbitrarily loss-tolerant Einstein-Podolsky-Rosen steering allowing a demonstration over 1 km of optical fiber with no detection loophole, Phys. Rev. X 2, 031003 (2012).
- M. J. Grabowecky, Christopher A. J. Pollack, A. R. Cameron, R. W. Spekkens, and K. J. Resch, Experimentally bounding deviations from quantum theory for a photonic three-level system using theory-agnostic tomography, Phys. Rev. A 105, 032204 (2022).
- T. Proctor, K. Rudinger, K. Young, M. Sarovar, and R. Blume-Kohout, What randomized benchmarking actually measures, Phys. Rev. Lett. 119, 130502 (2017).
- M. F. Pusey, L. del Rio, and B. Meyer, Contextuality without access to a tomographically complete set, arXiv:1904.08699.
- Y. Zhang, Bipartite-nonclassicality: Data and code (2025), GitHub repository. commit 1932f03, https://github.com/yujie4phy/Bipartite-nonclassicality (accessed 12, April 2025).
- P. Busch, Quantum states and generalized observables: A simple proof of Gleason’s theorem, Phys. Rev. Lett. 91, 120403 (2003).
The polytope describing the intrinsic geometry of should not be confused with the noncontextual polytope of NCOM-realizable distributions.
- D. Schmid, R. D. Baldijão, J. H. Selby, A. B. Sainz, and R. W. Spekkens, Noncontextuality inequalities for prepare-transform-measure scenarios, arXiv:2407.09624.
- D. Schmid, R. W. Spekkens, and E. Wolfe, All the noncontextuality inequalities for arbitrary prepare-and-measure experiments with respect to any fixed set of operational equivalences, Phys. Rev. A 97, 062103 (2018).
- P. McMullen, The maximum numbers of faces of a convex polytope, Mathematika 17, 179 (1970).
- N. Alon and G. Kalai, A simple proof of the upper bound theorem, Eur. J. Combinatorics 6, 211 (1985).
- Y. Zhang, J. Zhang, and E. Chitambar, Cost of simulating entanglement in steering scenarios, Quantum 9, 1902 (2025).
This step assumes the dimension of the underlying quantum system. However, one can also perform the fit in a way that infers an effective quantum dimension from the experimental data using a train-and-test methodology rather than fixing a priori [32, 73].
We note that, for cases like our Example 1, tomographic completeness is not even required, since the operational identities on measurements that one needs to enforce in the test are automatically satisfied by the condition that the effects of each measurement sum to the unit effect. However, for generality, we always assume tomographic completeness in our entanglement-certification protocols.
- L. Villegas-Aguilar, E. Polino, F. Ghafari, M. T. Quintino, K. T. Laverick, I. R. Berkman, S. Rogge, L. K. Shalm, N. Tischler, E. G. Cavalcanti, S. Slussarenko, and G. J. Pryde, Nonlocality activation in a photonic quantum network, Nat. Commun. 15, 3112 (2024).
