Reflection-Free One-Way Edge Modes in a Gyromagnetic Photonic Crystal
Open accessAbstract
We point out that electromagnetic one-way edge modes analogous to quantum Hall edge states, originally predicted by Raghu and Haldane in 2D photonic crystals possessing Dirac point-derived band gaps, can appear in more general settings. We show that the TM modes in a gyromagnetic photonic crystal can be formally mapped to electronic wave functions in a periodic electromagnetic field, so that the only requirement for the existence of one-way edge modes is that the Chern number for all bands below a gap is nonzero. In a square-lattice yttrium-iron-garnet crystal operating at microwave frequencies, which lacks Dirac points, time-reversal breaking is strong enough that the effect should be easily observable. For realistic material parameters, the edge modes occupy a 10% band gap. Numerical simulations of a one-way waveguide incorporating this crystal show 100% transmission across strong defects.
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0 of 14 cited sources checked · 0 supported · 0 flagged
- Findingown data
For realistic material parameters, the edge modes occupy a 10% band gap.
“For realistic material parameters, the edge modes occupy a 10% band gap.”
- Also stated in: § Abstract · plain
“With a 1600 Gauss bias, we obtain a wide MO band gap of 10% relative size and very low dispersion, with the edge mode confined to a few lattice constants.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
The TM band diagram for a square lattice of YIG rods in air contains a quadratic M-point degeneracy between the second and third bands.
“For example, Fig. 2 shows the TM band diagram for a square lattice of YIG rods in air, containing a quadratic M-point degeneracy between the second and third bands.”
Quote in the paperSubstantial claim - Findingreasoning
Applying an external dc magnetic field lifts the quadratic M-point degeneracy between the second and third bands.
“This degeneracy is lifted upon applying an external dc magnetic field, which introduces magnetic anisotropy in the high-index rods and breaks T (as well as inversion and mirror symmetries.)”
Quote in the paperSubstantial claim - Findingnone given
With realistic material parameters, the one-way modes have negligible material loss.
“With realistic material parameters, the one-way modes are laterally confined to a few lattice constants, and occupy a broad (10%) band gap with negligible material loss.”
Quote in the paperSubstantial claim - Findingown data
With realistic material parameters, the one-way modes are laterally confined to a few lattice constants.
“With realistic material parameters, the one-way modes are laterally confined to a few lattice constants, and occupy a broad (10%) band gap with negligible material loss.”
- Also stated in: § Abstract · plain
“With a 1600 Gauss bias, we obtain a wide MO band gap of 10% relative size and very low dispersion, with the edge mode confined to a few lattice constants.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
Numerical simulations of a one-way waveguide incorporating this crystal show 100% transmission across strong defects.
“Numerical simulations of a oneway waveguide incorporating this crystal show 100% transmission across strong defects.”
- Also stated in: § Abstract · plain
“In the one-way waveguide, a steady-state source operating at the midgap frequency 0:555 2c=a excites a one-way mode that circumvents the PEC defect, with 100% power transmission throughout the MO band gap.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingnone given
The magneto-optical photonic crystal exhibits strong (order unity) time-reversal breaking due to the use of gyromagnetic ferrimagnets.
“The MO photonic crystal exhibits strong (order unity) T breaking due to the use of gyromagnetic ferrimagnets.”
Quote in the paperSubstantial claim - Findingreasoning
In the one-way waveguide, a steady-state source at midgap frequency excites a one-way mode that circumvents a PEC defect with 100% power transmission throughout the MO band gap.
“In the one-way waveguide, a steady-state source operating at the midgap frequency 0:555 2c=a excites a one-way mode that circumvents the PEC defect, with 100% power transmission throughout the MO band gap.”
Quote in the paperSubstantial claim - Findingown data
With a gyromagnetic linewidth of 0.3 Oe and a dielectric loss tangent of 0.0002, the complex propagation constant is 0.359 + 0.0001i 2π/a in the case of Fig. 3.
“With a gyromagnetic linewidth of 0.3 Oe and a dieletric loss tangent of 0.0002, typical in commericially available monocrystalline YIG [17], the complex propagation constant is 0:359 0:0001i 2=a in the case of Fig. 3.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] 17. E. P. Wohlfarth, in Ferromagnetic Materials (North- Holland, Amsterdam, 1986), Vol. 2, p. 293.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
It is easy to couple to the one-way mode using waves incident on the system boundary.
“Although embedded sources were used in these simulations, we have verified in a separate set of simulations that it is also easy to couple to the one-way mode using waves incident on the system boundary.”
Quote in the paperNot a substantial claim - Findingown data
The above results are not substantially altered by material losses and frequency-dependent permeability in a real microwave ferrite.
“The above results are not substantially altered by the material losses and frequency-dependent permeability in a real microwave ferrite.”
Quote in the paperSubstantial claim - Findingcitation
Correcting for the frequency dependency of the gyromagnetic permeability reduces the MO band gap to around 6%.
“When correcting this approximation with a complete gyrotropic line shape [11], we find the MO band gap reduces to around 6%.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11] 11. D. M. Pozar, Microwave Engineering (Wiley, New York, 1998).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
The imaginary part of the propagation constant corresponds to a decay length of 1300 lattice constants, far exceeding practical structural dimensions.
“The imaginary part corresponds to a decay length of 1300 lattice constants, far exceeding practical structural dimensions.”
Quote in the paperSubstantial claim - Findingown data
The edge modes are immune to scattering from extremely large defects.
“Numerical simulations show that these edge modes are immune to scattering from extremely large defects.”
- Also stated in: § Abstract · boosted
“Using both frequency and time-domain numerical simulations, we demonstrate that these edge modes are immune to backscattering.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · boosted
- Interpretationreasoning
A Chern-number change in one band is accompanied by an equal and opposite change, −ΔC, in the Chern number of the neighboring band.
“Because of property (ii), a Chern-number change in one band is accompanied by an equal and opposite change, ÿC, in the Chern number of the neighboring band.”
Quote in the paperSubstantial claim - Interpretationreasoning
One-way electromagnetic edge modes analogous to quantum Hall edge states can appear in more general settings than 2D photonic crystals with Dirac point-derived band gaps.
“We point out that electromagnetic one-way edge modes analogous to quantum Hall edge states, originally predicted by Raghu and Haldane in 2D photonic crystals possessing Dirac point-derived band gaps, can appear in more general settings.”
- Also stated in: § Abstract · plain
“In this Letter, we show that one-way modes can be generalized to photonic crystals with gyrotropic constituents without the restriction of having Dirac points in the band structure or the use of gyroelectric materials.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] 6. S. Raghu and F. D. M. Haldane, arXiv:cond-mat/0503588; arXiv:cond-mat/0602501.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: Hatsugai's relation between edge states and Chern numbers, derived using a lattice quantum Hall model, applies to the photonic system.
- Also stated in: § Abstract · plain
- Premisecitation
The Chern number of every band is zero if the Hamiltonian is time-reversal symmetric.
“The key properties of the Chern number are that (i) it is always an integer, (ii) the sum of the Chern numbers over all bands is zero, and (iii) the Chern number of every band is zero if the Hamiltonian is T symmetric [13].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13] 13. B. Simon, Phys. Rev. Lett. 51, 2167 (1983).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The abrupt change in Chern number occurs at the critical point where the band becomes degenerate with a neighboring band, at discrete degeneracy points in k space.
“In fact, this abrupt change occurs at the critical point where the band becomes degenerate with a neighboring band, at discrete ''degeneracy points'' in k space.”
Quote in the paperSubstantial claim - Interpretationreasoning
The requirement for Dirac points where bands touch in a linear fashion is not strictly necessary for constructing photonic crystals supporting one-way modes.
“We begin by searching for a T-symmetric band structure with a pair of photonic bands degenerate at discrete k points; the requirement for Dirac points where the bands touch in a linear fashion, which was discussed by Raghu and Haldane [6], is not strictly necessary.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] 6. S. Raghu and F. D. M. Haldane, arXiv:cond-mat/0503588; arXiv:cond-mat/0602501.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
A one-way waveguide using a 2D magneto-optical square-lattice yttrium-iron-garnet photonic crystal operating at microwave frequencies is experimentally feasible.
“Using gyromagnetic materials, we design an experimentally feasible one-way waveguide using a 2D MO square-lattice yttrium-iron-garnet (YIG) photonic crystal (which lacks Dirac points) operating at microwave frequencies.”
Quote in the paperSubstantial claim - Interpretationreasoning
As one adiabatically tunes the Hamiltonian, the Chern number of a given band changes abruptly when it changes.
“Property (i) implies that as one adiabatically tunes the Hamiltonian (e.g., varying the permeability tensor by tuning the dc magnetic field bias), the Chern number of a given band changes, if and when it does so, abruptly.”
Quote in the paperSubstantial claim - Interpretationcitation
The 2D waveguide structure can be mapped into an equivalent 3D structure that supports identical field distributions and transport properties.
“The 2D waveguide structure can be mapped into an equivalent 3D structure that supports identical field distributions and transport properties [10].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] 10. M. L. Povinelli et al., Phys. Rev. B 64, 075313 (2001).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
TM modes in a gyromagnetic photonic crystal can be formally mapped to electronic wave functions in a periodic electromagnetic field.
“We show that the TM modes in a gyromagnetic photonic crystal can be formally mapped to electronic wave functions in a periodic electromagnetic field, so that the only requirement for the existence of one-way edge modes is that the Chern number for all bands below a gap is nonzero.”
- Also stated in: § Abstract · plain
“To do this, we derive an analytical mapping between the electromagnetic modes in the MO photonic crystal and the wave functions of a nonrelativistic electron in a QH system.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Interpretationcitation
The topological nature of the edge modes ensures that the interface structure is unimportant, as long as it is sufficiently narrow that higher order modes are avoided.
“The topological nature of the edge modes [6] ensures that the interface structure is unimportant, as long as it is sufficiently narrow that higher order modes are avoided.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] 6. S. Raghu and F. D. M. Haldane, arXiv:cond-mat/0503588; arXiv:cond-mat/0602501.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
With a 1600 Gauss applied field, the permeability tensor elements in YIG at 4.28 GHz are μ=12.4 μ0 and κ=14 μ0.
“With a 1600 Gauss applied field, the tensor elements in YIG at 4.28 GHz are 12:4 0 and 14 0 [11].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] 11. D. M. Pozar, Microwave Engineering (Wiley, New York, 1998).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
In a square-lattice yttrium-iron-garnet crystal operating at microwave frequencies, which lacks Dirac points, time-reversal breaking is strong enough that the one-way edge mode effect should be easily observable.
“In a square-lattice yttrium-iron-garnet crystal operating at microwave frequencies, which lacks Dirac points, time-reversal breaking is strong enough that the effect should be easily observable.”
Quote in the paperSubstantial claim - Interpretationreasoning
With suitable boundary conditions, the mapping between photon states in gyromagnetic crystals and electron wave functions in quantum Hall systems holds for both edge modes and bulk modes.
“With suitable boundary conditions, this mapping holds for both edge modes and bulk modes.”
Quote in the paperSubstantial claim - Interpretationreasoning
The only requirement for the existence of one-way edge modes is that the Chern number for all bands below a gap is nonzero.
“We show that the TM modes in a gyromagnetic photonic crystal can be formally mapped to electronic wave functions in a periodic electromagnetic field, so that the only requirement for the existence of one-way edge modes is that the Chern number for all bands below a gap is nonzero.”
- Also stated in: § Abstract · plain
“This result, together with property (iii), implies a simple and general strategy for constructing photonic crystals supporting one-way modes.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] 9. Y. Hatsugai, Phys. Rev. Lett. 71, 3697 (1993).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: Hatsugai's relation between edge states and Chern numbers, derived using a lattice quantum Hall model, applies to the photonic system.
- Also stated in: § Abstract · plain
- Interpretationreasoning
For each value of ω, the existence of unpaired edge modes, as well as their spatial characteristics, can be mapped to a similar problem in a quantum Hall system.
“Thus, for each value of !, the existence of unpaired edge modes, as well as their spatial characteristics, can be mapped to a similar problem in a QH system.”
Quote in the paperSubstantial claim - Premisecitation
One-way electromagnetic modes analogous to quantum Hall edge states exist in certain 2D magneto-optical photonic crystals with Dirac point-derived band gaps.
“Raghu and Haldane [6] have recently extended this analogy in a remarkable new direction by predicting the existence of one-way electromagnetic modes similar to the chiral edge states found in the integer quantum Hall (QH) effect [7].”
- Also stated in: § Abstract · plain
“These modes are confined at the edge of certain 2D MO photonic crystals and possess group velocities pointing in only one direction, determined by the direction of an applied dc magnetic field (the time-reversed versions are not eigenstates of the system).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [6] 6. S. Raghu and F. D. M. Haldane, arXiv:cond-mat/0503588; arXiv:cond-mat/0602501.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [7] 7. The Quantum Hall Effect, edited by R. E. Prange and S. M. Girvin (Springer-Verlag, Berlin, 1987).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Also stated in: § Abstract · plain
- Study design and conductown data
The edge mode immunity to backscattering was corroborated by both frequency-domain and time-domain numerical simulations.
“Using both frequency and time-domain numerical simulations, we demonstrate that these edge modes are immune to backscattering.”
- Also stated in: § Abstract · boosted
“We corroborated this result with a time-domain calculation in which a temporal Gaussian pulse with a spectral bandwidth of 50% of the band gap and carrier frequency 0:555 2c=a is launched into the waveguide.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · boosted
- May combine two claims. 8
- Classified as probably not a substantial claim. 4
May combine two claims.
FindingreasoningThe separated bands acquire nonzero Chern numbers, causing one-way modes to appear at the edges of the sample.
“The separated bands acquire nonzero Chern numbers, causing one-way modes to appear at the edges of the sample.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWith a 1600 Gauss bias, the MO band gap has 10% relative size and very low dispersion.
“With a 1600 Gauss bias, we obtain a wide MO band gap of 10% relative size and very low dispersion, with the edge mode confined to a few lattice constants.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe regular alumina crystal has zero Chern numbers for all its photonic bands, so there is only one forward-propagating mode at the interface.
“Note that the regular crystal has zero Chern numbers for all its photonic bands, so there is only one forward-propagating mode at the interface.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe dispersion has no impact on the backscattering suppression or the confinement of the edge mode.
“Although such reduction narrows the operational bandwidth, we find the dispersion has no impact on the backscattering suppression or the confinement of the edge mode.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationIn a lattice quantum Hall system, the process of lifting degeneracies creates a total of ΔC different edge states at the system's boundary.
“Hatsugai has shown that in a lattice QH system, this process creates a total of C different edge states at the system's boundary [9].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] 9. Y. Hatsugai, Phys. Rev. Lett. 71, 3697 (1993).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningWhen the system is tuned past the critical point, the degeneracies are lifted; a band gap opens and the band's Chern number changes by an integer ΔC.
“When the system is tuned past this critical point, the degeneracies are lifted; a band gap opens and the band's Chern number changes by an integer C.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningOne-way edge modes have no backpropagating modes, so backscattering is completely suppressed.
“Because of the absence of backpropagating modes, backscattering is completely suppressed.”
- Also stated in: § Abstract · plain
“One of the unusual properties of the one-way edge modes is the complete suppression of backscattering, which is an optical analog of the dissipation-free transport of edge electrons in QH systems.”
Quote in the paperSubstantial claim- Also stated in: § Abstract · plain
Classified as probably not a substantial claim.
PremisecitationThe Chern number is always an integer.
“The key properties of the Chern number are that (i) it is always an integer, (ii) the sum of the Chern numbers over all bands is zero, and (iii) the Chern number of every band is zero if the Hamiltonian is T symmetric [13].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13] 13. B. Simon, Phys. Rev. Lett. 51, 2167 (1983).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe sum of the Chern numbers over all bands is zero.
“The key properties of the Chern number are that (i) it is always an integer, (ii) the sum of the Chern numbers over all bands is zero, and (iii) the Chern number of every band is zero if the Hamiltonian is T symmetric [13].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] 13. B. Simon, Phys. Rev. Lett. 51, 2167 (1983).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningIn realistic gyroelectric materials, the band gap is not robust against disorder, and edge modes scatter easily into bulk modes, leading to significant radiative loss.
“As a result, the band gap is not robust against disorder, and the edge modes scatter easily into bulk modes of the crystal, leading to significant radiative loss.”
Quote in the paperSubstantial claim- Rests on an assumption: In realistic gyroelectric materials, the strength of time-reversal breaking (the Voigt parameter) is at most 10^-3.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningSimilar one-way waveguides can be realized in practical 3D structures and at higher frequencies.
“While our analysis has thus far been limited to 2D structures at microwave frequencies, similar one-way waveguides can be realized in practical 3D structures and at higher frequencies.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
Hatsugai's relation between edge states and Chern numbers, derived using a lattice quantum Hall model, applies to the photonic system.
“The Chern-number argument for the existence of photonic edge modes depends on a crucial assumption: that Hatsugai's relation between edge states and Chern numbers [9], which was derived using a lattice QH model, applies to the photonic system.”
The paper relies on this without support.
In realistic gyroelectric materials, the strength of time-reversal breaking (the Voigt parameter) is at most 10^-3.
“In realistic gyroelectric materials, the strength of T breaking, characterized by the ratio of (imaginary) offdiagonal to (real) on-diagonal elements of the permittivity tensor (the Voigt parameter) is at most 10 ÿ3 .”
The paper relies on this without support.
One-way edge modes in gyroelectric photonic crystals have never been observed experimentally.
“To our knowledge, these one-way edge modes have never been observed experimentally, and to do so one would desire a band gap that is orders of magnitude broader.”
The authors state this as an assumption.
The permeability tensor is frequency-independent with real-valued μ and κ, neglecting material dispersion and loss.
“For now, we neglect the effect of material dispersion and loss, assuming a frequency-independent permeability tensor with real-valued and .”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A topological phase similar to that reported here should also be observable in a wider class of bianisotropic systems with quadratic degeneracies.
“Finally we mention that a topological phase similar to that reported here should also be observable in a wider class of bianisotropic systems with quadratic degeneracies [ 14, 46].”
From Photonic topological insulators (2013) · cites this paper as [14]
The proposed photonic meta-crystal preserves time-reversal symmetry and realizes a quantum spin Hall response with spin-polarized one-way photonic edge transport, unlike earlier photonic crystal structures that break time-reversal symmetry.
“In contrast, our photonic meta-crystal structure preserves time-reversal symmetry and realizes quantum spin Hall response with spin-polarized one-way photonic edge transport.”
From Photonic topological insulators (2013) · cites this paper as [14]
The spin-orbit interaction of light and spin-to-orbit conversion of angular momentum, which can be associated with the spin Hall effect, occurs upon scattering of polarized plane waves on various non-planar objects, such as lenses or small scatterers, or in inhomogeneous anisotropic media.
“Finally, the spin-orbit interaction of light and spin-to-orbit conversion of the angular momentum (which can be associated with the spin Hall effect) occurs upon the scattering of polarized plane waves on various non-planar objects, such as lenses or small scatterers, or in inhomogeneous anisotropic media [67,145 -152].”
From Geometrodynamics of polarized light: Berry phase and spin Hall effect in a gradient-index medium (2009) · cites this paper as [147]
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“es. These results provide strong evidence of one-way transport in such heterostructures. The TOLWSs here has a much larger and tunable transmission area than an ordinary topological one-way edge mode [7, 8, 9, 10, 11, 12, 13, 14, 15, 16], which is exponentially confined to the boundary. The TOLWSs are also very robust…”
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- Authors
- Wang, Z., Chong, Y. D., Joannopoulos, J. D., & Soljačić, M.
- Affiliations
- Massachusetts Institute of Technology (US)
- Venue
- Physical Review Letters
- Publisher
- American Physical Society (APS)
- Published
- 2008-01-10
- Volume
- 100
- Issue
- 1
- Pages
- 013905-013905
- ISSN
- 0031-9007 (ISSN-L)
- 1079-7114
- OpenAlex
- W2108731428
- Semantic Scholar
- 41ca4f0ff8b496c56fe38c84cbb7ad55532dead4
- Cited by
- 1,444
- References
- 19
- Citations by year
- 2026: 65 · 2025: 109 · 2024: 129 · 2023: 103 · 2022: 116 · 2021: 109 · 2020: 115 · 2019: 98 · 2018: 103 · 2017: 106 · 2016: 79 · 2015: 75 · 2014: 46 · 2013: 54 · 2012: 54
- FWCI
- 16.03
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Physical Review Letters (publishedVersion)
- PubMed (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- DR-NTU (Nanyang Technological University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Science Foundation (0213282)
- Division of Materials Research
- Army Research Office (W911NF-07-D- 0004, W911NF)
- Topics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Topological Materials and Phenomena
- Physical Sciences › Materials Science › Electronic, Optical and Magnetic Materials › Metamaterials and Metasurfaces Applications
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Photonic Crystals and Applications
- Keywords
- gyromagnetic photonic crystals, Chern number, quantum Hall edge states, Dirac point, yttrium iron garnet, time-reversal symmetry breaking, TM modes, microwave photonics, photonic waveguides, square lattice photonic crystal
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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