Reference. Logical Relations as Types: Proof-Relevant Parametricity for Program Modules

Jon Sterling, Robert Harper · JACM · 2021 · synthetic-tait-computability logical-relations parametricity · DOI · arXiv

The theory of program modules is of interest to language designers not only for its practical importance to programming, but also because it lies at the nexus of three fundamental concerns in language design: the phase distinction, computational effects, and type abstraction. We contribute a fresh “synthetic” take on program modules that treats modules as the fundamental constructs, in which the usual suspects of prior module calculi (kinds, constructors, dynamic programs) are rendered as derived notions in terms of a modal type-theoretic account of the phase distinction. We simplify the account of type abstraction (embodied in the generativity of module functors) through a lax modality that encapsulates computational effects, placing projectibility of module expressions on a type-theoretic basis.

Our main result is a (significant) proof-relevant and phase-sensitive generalization of the Reynolds abstraction theorem for a calculus of program modules, based on a new kind of logical relation called a parametricity structure. Parametricity structures generalize the proof-irrelevant relations of classical parametricity to proof-relevant families, where there may be non-trivial evidence witnessing the relatedness of two programs—simplifying the metatheory of strong sums over the collection of types, for although there can be no “relation classifying relations,” one easily accommodates a “family classifying small families.”

Using the insight that logical relations/parametricity is itself a form of phase distinction between the syntactic and the semantic, we contribute a new synthetic approach to phase separated parametricity based on the slogan logical relations as types, by iterating our modal account of the phase distinction. We axiomatize a dependent type theory of parametricity structures using two pairs of complementary modalities (syntactic, semantic) and (static, dynamic), substantiated using the topos theoretic Artin gluing construction. Then, to construct a simulation between two implementations of an abstract type, one simply programs a third implementation whose type component carries the representation invariant.

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@article{sterling_harper_2021, title={Logical Relations as Types: Proof-Relevant Parametricity for Program Modules}, volume={68}, ISSN={1557-735X}, url={http://dx.doi.org/10.1145/3474834}, DOI={10.1145/3474834}, number={6}, journal={Journal of the ACM}, publisher={Association for Computing Machinery (ACM)}, author={Sterling, Jonathan and Harper, Robert}, year={2021}, month=oct, pages={1–47} }
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sterling_harper_2021:
  type: article
  title: 'Logical Relations as Types: Proof-Relevant Parametricity for Program Modules'
  author:
  - Sterling, Jonathan
  - Harper, Robert
  date: 2021-10
  page-range: 1-47
  url: http://dx.doi.org/10.1145/3474834
  serial-number:
    doi: 10.1145/3474834
    issn: 1557-735X
  parent:
    type: periodical
    title: Journal of the ACM
    publisher: Association for Computing Machinery (ACM)
    issue: 6
    volume: 68
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Mechanizing Synthetic Tait Computability in Istari li_etal_2025CPP · 2026
Categorical gluing is a powerful technique for proving meta-theorems of type theories such as canonicity and normalization. Synthetic Tait Computability (STC) provides an abstract treatment of the complex gluing models by internalizing the gluing category into a modal dependent type theory with a phase distinction. This work presents a mechanization of STC in the Istari proof assistant. Istari is a Martin-Löf-style extensional type theory with equality reflection, which avoids much of the explicit transport reasoning typically found in intensional proof assistants. This work develops a reusable library for synthetic phase distinction, including modalities, extension types, and strict glue types, and applies it to two case studies: (1) a canonicity model for dependent type theory with dependent products and booleans with large elimination, and (2) a Kripke canonicity model for the cost-aware logical framework. Our results demonstrate that the core STC constructions can be formalized essentially verbatim in Istari, preserving the elegance of the on-paper arguments while ensuring machine-checked correctness.
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Mechanizing a Proof-Relevant Logical Relation for Timed Message-Passing Protocols zhang-2025-mechanizingarXiv · 2025
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PDF · DOI · arXiv · pldb

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First Steps in Synthetic Tait Computability: The Objective Metatheory of Cubical Type Theory sterling_20212021
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DOI

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With notes (16)

Normalization for multimodal type theory gratzer-2026-normalizationLMCS · 2026
We prove normalization for MTT, a general multimodal dependent type theory capable of expressing modal type theories for guarded recursion, internalized parametricity, and various other prototypical modal situations. We prove that deciding type checking and conversion in MTT can be reduced to deciding the equality of modalities in the underlying modal situation, immediately yielding a type checking algorithm for all instantiations of MTT in the literature. This proof uses a generalization of synthetic Tait computability – an abstract approach to gluing proofs – to account for modalities. This extension is based on MTT itself, so that this proof also constitutes a significant case study of MTT.
DOI · arXiv

Semantic analysis of normalisation by evaluation for typed lambda calculus fiore-2022-semanticMSCS · 2022
This paper studies normalisation by evaluation for typed lambda calculus from a categorical and algebraic viewpoint. The first part of the paper analyses the lambda definability result of Jung and Tiuryn via Kripke logical relations and shows how it can be adapted to unify definability and normalisation, yielding an extensional normalisation result. In the second part of the paper, the analysis is refined further by considering intensional Kripke relations (in the form of Artin–Wraith glueing) and shown to provide a function for normalising terms, casting normalisation by evaluation in the context of categorical glueing. The technical development includes an algebraic treatment of the syntax and semantics of the typed lambda calculus that allows the definition of the normalisation function to be given within a simply typed metatheory. A normalisation-by-evaluation program in a dependently typed functional programming language is synthesised.
DOI · arXiv

A Cubical Language for Bishop Sets sterling-2022-aLMCS · 2022
We present XTT, a version of Cartesian cubical type theory specialized for Bishop sets à la Coquand, in which every type enjoys a definitional version of the uniqueness of identity proofs. Using cubical notions, XTT reconstructs many of the ideas underlying Observational Type Theory, a version of intensional type theory that supports function extensionality. We prove the canonicity property of XTT (that every closed boolean is definitionally equal to a constant) using Artin gluing.
DOI

Internalizing representation independence with univalence angiuli-2021-internalizingPOPL · 2021
In their usual form, representation independence metatheorems provide an external guarantee that two implementations of an abstract interface are interchangeable when they are related by an operation-preserving correspondence. If our programming language is dependently-typed, however, we would like to appeal to such invariance results within the language itself, in order to obtain correctness theorems for complex implementations by transferring them from simpler, related implementations. Recent work in proof assistants has shown that Voevodsky’s univalence principle allows transferring theorems between isomorphic types, but many instances of representation independence in programming involve non-isomorphic representations. In this paper, we develop techniques for establishing internal relational representation independence results in dependent type theory, by using higher inductive types to simultaneously quotient two related implementation types by a heterogeneous correspondence between them. The correspondence becomes an isomorphism between the quotiented types, thereby allowing us to obtain an equality of implementations by univalence. We illustrate our techniques by considering applications to matrices, queues, and finite multisets. Our results are all formalized in Cubical Agda, a recent extension of Agda which supports univalence and higher inductive types in a computationally well-behaved way.
PDF · DOI · pldb

Normalization for Cubical Type Theory sterling_angiuli_2021LICS · 2021
We prove normalization for (univalent, Cartesian) cubical type theory, closing the last major open problem in the syntactic metatheory of cubical type theory. Our normalization result is reduction-free, in the sense of yielding a bijection between equivalence classes of terms in context and a tractable language of β/η-normal forms. As corollaries we obtain both decidability of judgmental equality and the injectivity of type constructors.
Web

Modalities in homotopy type theory rijke-2020-modalitiesLMCS · 2020
Univalent homotopy type theory (HoTT) may be seen as a language for the category of ∞-groupoids. It is being developed as a new foundation for mathematics and as an internal language for (elementary) higher toposes. We develop the theory of factorization systems, reflective subuniverses, and modalities in homotopy type theory, including their construction using a “localization” higher inductive type. This produces in particular the (𝑛-connected, 𝑛-truncated) factorization system as well as internal presentations of subtoposes, through lex modalities. We also develop the semantics of these constructions.
DOI · arXiv

Implementing a modal dependent type theory gratzer-2019-implementingICFP · 2019
Modalities are everywhere in programming and mathematics! Despite this, however, there are still significant technical challenges in formulating a core dependent type theory with modalities. We present a dependent type theory MLTT 🔒 supporting the connectives of standard Martin-Löf Type Theory as well as an S4 -style necessity operator. MLTT 🔒 supports a smooth interaction between modal and dependent types and provides a common basis for the use of modalities in programming and in synthetic mathematics. We design and prove the soundness and completeness of a type checking algorithm for MLTT 🔒 , using a novel extension of normalization by evaluation. We have also implemented our algorithm in a prototype proof assistant for MLTT 🔒 , demonstrating the ease of applying our techniques.
PDF · DOI · pldb

Gluing for Type Theory GluingForTypeTheoryFSCD · 2019
The relationship between categorical gluing and proofs using the logical relation technique is folklore. In this paper we work out this relationship for Martin-Löf type theory and show that parametricity and canonicity arise as special cases of gluing. The input of gluing is two models of type theory and a pseudomorphism between them and the output is a displayed model over the first model. A pseudomorphism preserves the categorical structure strictly, the empty context and context extension up to isomorphism, and there are no conditions on preservation of type formers. We look at three examples of pseudomorphisms: the identity on the syntax, the interpretation into the set model and the global section functor. Gluing along these result in syntactic parametricity, semantic parametricity and canonicity, respectively.
DOI

Cubical Syntax for Reflection-Free Extensional Equality sterling-2019-cubicalFSCD · 2019
We contribute XTT, a cubical reconstruction of Observational Type Theory [Altenkirch et al., 2007] which extends Martin-Löf’s intensional type theory with a dependent equality type that enjoys function extensionality and a judgmental version of the unicity of identity proofs principle (UIP): any two elements of the same equality type are judgmentally equal. Moreover, we conjecture that the typing relation can be decided in a practical way. In this paper, we establish an algebraic canonicity theorem using a novel extension of the logical families or categorical gluing argument inspired by Coquand and Shulman [Coquand, 2018; Shulman, 2015]: every closed element of boolean type is derivably equal to either true or false.
DOI · arXiv

A type theory for synthetic ∞-categories riehl-2017-aHigher Structures · 2017
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DOI · arXiv

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PDF · DOI · pldb

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External (127)
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