Barbara Gallina
Dian Balta
Ingmar Kessler
Jule Hendricks
Tomas Bueno Momčilović
OntoGSN is an ontology for managing assurance cases in the Goal Structuring Notation (GSN). The goal of the ontology is to help users in linking the elements of their cases - claims and evidence - with the internationalized resource identifiers (IRIs) of represented concepts, events and data, and in evaluating the validity of their argument.
OntoGSN
Bueno Momčilović, T. (2026). OntoGSN (Version 1.3.0) [Ontology]. https://doi.org/10.5281/zenodo.17808330
2025-02-20
2026-11-05
2026-11-05
10.5281/zenodo.17808330
gsn
https://w3id.org/OntoGSN/ontology#
[Disclaimer from the GSN Community Standard v3.0]: While the authors and the publishers have used reasonable endeavours to ensure that the information and guidance given in this work is correct, all parties must rely on their own skill and judgement when making use of this work and obtain professional or specialist advice before taking, or refraining from, any action on the basis of the content of this work. Neither the authors nor the publishers make any representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, suitability or availability with respect to such information and guidance for any purpose, and they will not be liable for any loss or damage including without limitation, indirect or consequential loss or damage, or any loss or damage whatsoever (including as a result of negligence) arising out of, or in connection with, the use of this work. The views and opinions expressed in this publication are those of the authors and do not necessarily reflect those of their employers, the SCSC1 or other organisations.
https://w3id.org/OntoGSN/
1.3.0
GSN is a graphical argument notation which can be used to document explicitly the elements and structure of an argument and the argument’s relationship to evidence.
A definition prefixed [OntoGSN] is this ontology’s wording, not the GSN Community Standard’s. Every definition, tagged or not, has a record in the design record under development/design/ naming the passage it rests on, or stating that it rests on none.
Argument
A body of information presented with the intention to establish one or more claims through the presentation of related supporting claims, evidence and contextual information.
A connected series of claims intended to establish an overall claim.
Core GSN
Artefact
Evidence
[OntoGSN] Information or objective artefacts (e.g., files) being offered in support or context of one or more claims.
Core GSN
Artefact Reference
[OntoGSN] An element that makes no claim of its own and instead points at an artefact, such as a solution or a context expressed as a noun phrase.
Core GSN
Assumption
An assumption, rendered as an oval with the letter 'A' at the top- or bottom-right, presents an intentionally unsubstantiated statement.
Core GSN
oval
Assurance Case
A reasoned and compelling argument, supported by a body of evidence, that a system, service or organisation will operate as intended for a defined application in a defined environment.
Arguments and evidence intended to demonstrate that a system meets its assurance requirements.
Core GSN
Catalogue
A pattern catalogue may be created to collate a series of patterns; where such a catalogue is created the structure and format of the definition should be consistent and each pattern’s definition should have a unique {pattern identifier}.
Argument Pattern Extension
Context
A context, rendered as shown left, presents a contextual artefact. This can be a reference to contextual information, or a statement.
Core GSN
rounded rectangle
Defeater
Dialectic Element
The source of challenge being applied; can be directed at any part of an argument. A defeater (goal or solution) can challenge any element in a goal structure, e.g. goal, solution, strategy, context, assumption, justification.
Membership of this class is only meant to be inferred, not asserted! Please do not add individuals to this class manually (i.e., assertions).
The goal and solution statements should be clearly expressed such that the crux of the challenge is unequivocally communicated. Thus, the link between the part of the argument that is being challenged (target) and the dialectic element (source) is self-evident.
Dialectic Extension
GSN Element
Goals, solutions, strategies, contexts, assumptions and justifications form the principal elements of GSN.
Core GSN
Goal
Claim
(Claim is) A proposition being asserted by the author that is a true or false statement.
A goal, rendered as a rectangle, presents a claim forming part of the argument.
Core GSN
rectangle
Instantiation Data Reference
This symbol indicates that the GSN argument below the attached element is to be instantiated as a template argument. It provides a reference to the information used to instantiate the template argument.
Argument Pattern Extension
hollow triangle
Justification
A justification, rendered as an oval with the letter 'J' at the top- or bottom-right, presents a statement of rationale.
Core GSN
oval
Module
Goal structures can be partitioned into separate, but interrelated, modules. This can allow the division of an overall goal structure into separate goal structures focusing on particular aspects of the overall argument. A module may contain one or more arguments and may contain other modules.
Modular Extension
a rectangle with a second smaller rectangle adjoining at the top left
Pattern
[OntoGSN] A reusable argument structure, accompanied by a description that defines its intent and the constraints on its use, from which concrete arguments are instantiated.
Argument Pattern Extension
Relationship
[OntoGSN] A link between GSN elements treated as an individual in its own right, carrying its subject, object and type, so that the link itself can be decorated and described.
Core GSN
Relationship with Confidence
[OntoGSN] A relationship carrying an assurance claim point, whose associated confidence argument documents the reasons for having confidence in the relationship between two elements.
The corresponding argument could be located in a paragraph of accompanying text, a goal in the local argument, or a goal in a separate module.
Confidence Argument Extension
Solution
A solution, rendered as a circle, presents a reference to an evidence item.
Core GSN
circle
Strategy
A strategy, rendered as a parallelogram, describes the inference that exists between a goal and its supporting goal(s).
Core GSN
parallelogram
Template
A template argument is a special case of a pattern argument. It uses the core GSN and argument pattern extension to construct an argument structure which requires no further development.
Argument Pattern Extension
View
The argument view depicts the argument inside an individual module.
Modular Extension
applicability
The applicability section should state under what circumstances the pattern can be applied, making clear the assumptions and principles underlying the pattern to avoid inappropriate application in a mismatched context. This section should record what contextual information is required in order to apply the pattern.
Argument Pattern Extension
argument type
[OntoGSN] Defines the kind of argument this is: a risk argument (i.e., the main content of assurance), a confidence argument for an assurance claim point, a compliance argument (undefined in the normative standard), or a dialectic argument.
Confidence Argument Extension
associated with
[OntoGSN] Links a relationship or an artefact reference to the confidence argument provided for it.
Confidence Argument Extension
assurance claim point
An Assurance Claim Point (ACP) can be used in GSN to indicate that a confidence argument is associated with an assertion in a risk argument.
Confidence Argument Extension
solid square
attached to
[OntoGSN] Links an instantiation data reference to the element or template argument it annotates.
Argument Pattern Extension
dotted line
An away assumption repeats an assumption presented in another argument module and is typically used only in Contract Modules. An away context repeats a reference to context presented in another argument module. An away goal reference repeats a claim presented in another argument module. An away justification repeats a justification presented in another argument module and is typically used only in Contract Modules. An away solution repeats a reference to evidence items presented in another argument module.
away
An away element reference repeats a claim or evidence presented in another argument module.
Modular Extension
bisecting line in the lower half
challenges
Allows a Challenge to any GSN entity to be documented. A goal, (core element) can be used in a dialectic context to assert a challenge to part of the argument. A solution, (core element) can be used to present a reference to an evidence item that asserts a challenge to part of the argument.
A challenge must be levied against the appropriate aspect of the goal structure.
Dialectic Extension
dashed line with an open arrowhead
choice
A GSN choice can be used to denote possible alternatives in satisfying a relationship.
Argument Pattern Extension
solid diamond
collaboration
The collaboration section should describe how elements of the pattern work together to achieve the desired effect, particularly where there are links that are not readily apparent from the argument structure.
Argument Pattern Extension
consequences
The consequences section should make clear what work remains after the pattern has been applied. This should highlight where further support to the argument is required, and assumptions that need to be discharged.
Argument Pattern Extension
consistent with
By making the relationship to the away goal the author is asserting not only the inference of support for the parent goal, but also that the context in which the away goal is declared is consistent with the context and assumptions in scope for the parent goal.
Modular Extension
contains
[OntoGSN] Relates a container (e.g., an assurance case, argument, module, catalogue or pattern) to its components (e.g., elements, arguments, patterns or artefacts).
Core GSN
contract
A contract module is a special type of module that controls the relationship between argument module interfaces using arguments to define how a goal in one module is supported by one or more goals in one or more other modules.
A contract may be described in textual form (e.g. as a table) or for more complex relationships may be described within a contract module using GSN.
Contract modules can be used in the support relationship between modules to aid decoupling. The de-coupling by use of a contract permits argument module construction in cases where the eventual source of support for an argument is unknown at the time of authoring or can be changed for example through re-use or planned product improvement or reconfiguration.
Modular Extension
a rectangle with two smaller rectangles (of equal size to each other) adjoining at the top left and bottom right
core or extension
Indicator of the sourcing section in the GSN Community Standard v3.
Defeated Relationship indicates that the relationship is defeated. The Defeated decorator can be applied to any of the GSN relationships.
defeated
This decorator symbol indicates that the element is defeated. The Defeated decorator can be applied to any of the GSN elements.
Dialectic Extension
cross (‘X’) superimposed on a GSN element or relationship
depicts
The argument view depicts the argument inside an individual module.
Modular Extension
examples
It may be useful to provide example illustrations of the application of the pattern, particularly for more abstract patterns. Illustrations should include a typical case and can be supplemented with atypical cases where more than one example is provided.
Argument Pattern Extension
final
[OntoGSN] Determines whether this is the delivered version of the argument or pattern, in which no element remains uninstantiated or undeveloped.
Argument Pattern Extension
implementation
The implementation section should communicate how the application of the pattern is carried out e.g. the order in which elements should be developed; communicate hints or techniques that may ease successful application; highlight common or recognised pitfalls with the application of the pattern; and record potential misinterpretation of the terms or concepts in the pattern.
Argument Pattern Extension
in context of
InContextOf, rendered as a line with a hollow arrowhead, declares a contextual relationship.
Core GSN
line with a hollow arrowhead
in doubt
The dialectic challenge within this structure asserts that if the claim presented in Goal CG1 is true then this is sufficient to establish that the claim in Goal G1 in the original structure is in doubt.
Dialectic Extension
in module
The module an element belongs to, whether the element sits in an argument the module contains or in a module nested inside it.
Inferred, never authored. A module contains arguments and other modules, so the module an element belongs to is always reached in two steps or more. This property names the result of that traversal so that the rules of the Modular Extension can state it in one atom. It is derived by the Module Membership and Nested Module Membership rules.
Modular Extension
true
inferred only
[OntoGSN] Marks a property that a rule derives and that a case never asserts.
Core GSN
instantiation of
[OntoGSN] Relates an argument or element to the pattern it was instantiated from.
Argument Pattern Extension
intent
The intent statement should state clearly what the pattern aims to achieve.
Argument Pattern Extension
known uses
It may be useful to provide references to known applications of the pattern. These can serve as additional examples.
Argument Pattern Extension
maximum cardinality
[OntoGSN] The upper bound on how many instances of the related element this relationship stands for.
Argument Pattern Extension
text
minimum cardinality
[OntoGSN] The lower bound on how many instances of the related element this relationship stands for.
Argument Pattern Extension
text
motivation
The motivation statement can be used to state why the pattern was created. It could be expressed in terms of previous experiences e.g. as the abstraction of a successfully presented argument, or challenges addressed e.g. argument topics that are often incompletely or poorly addressed.
Argument Pattern Extension
multiple
[OntoGSN] Determines whether the relationship stands for multiple instantiations rather than a single one.
Argument Pattern Extension
solid ball
off-diagram
[OntoGSN] Determines whether the argument at this element continues in, or is a continuation from, a separate diagram.
Core GSN
optional
Optional instantiation means that the relationship and the argument below may or may not be instantiated.
Argument Pattern Extension
hollow ball
participants
The participants section augments the structure by providing a description of each element. This can provide more complete descriptions, clarify the role of the element in the overall argument and emphasise the aspects that require development or instantiation.
Argument Pattern Extension
public
This indicates that the element is publicly visible in one or more interfaces of the module and can be referenced as an away element.
Modular Extension
miniature module symbol superimposed on an element at the top right
published
[OntoGSN] Determines whether the argument or pattern is in its published form, in which the undeveloped decorator is not permitted.
Argument Pattern Extension
refers to
[OntoGSN] Relates an artefact reference or an instantiation data reference to the artefact it points at.
Core GSN
related to
This section can be used to reference patterns that are related e.g. addressing the same intent in a different context.
Argument Pattern Extension
relationship type
An evidential relationship is a declared relationship between a claim and an evidence item by which the claim is substantiated. An inferential relationship is a declared inference between claims in the argument. A contextual relationship draws attention to explanatory contextual information.
SupportedBy relationships – represented by lines with solid arrowheads – indicate inferential or evidential relationships between elements. InContextOf relationships – represented as lines with hollow arrowheads – declare contextual relationships.
Core GSN
rendered as
Core GSN
statement
[OntoGSN] The text the element asserts, written to the grammatical rules the standard sets for GSN statements.
Core GSN
structure
The structure uses the structural and element abstraction notations to present the pattern, clearly indicating where the argument needs to be further developed or populated with details to instantiate the pattern for a specific case.
Argument Pattern Extension
structured
A particular kind of argument where the relationships between the asserted claims, and from the evidence to the claims, are explicitly represented.
Core GSN
substituted by
There may be occasions when a goal or strategy requires fuller justification than can be provided within the confines of a GSN justification element. In such cases, an away goal can be substituted for the justification.
Modular Extension
supported by
SupportedBy, rendered as a line with a solid arrowhead, allows support relationships between elements to be documented.
Core GSN
line with a solid arrowhead
to be supported by contract
Support for the claim presented by the attached goal is intended to be provided from an argument in another module linked by an as-yet-undisclosed contract.
Modular Extension
attached centrally immediately below the goal to which it relates
top (goal)
A GSN Goal that presents the pinnacle claim in an argument. It is ‘top’ in terms of the argument hierarchy, rather than necessarily its physical layout. There may be more than one top goal in a GSN structure.
The top goal presents the overall claim asserted by the author and it is up to the reader to determine their belief that it is adequately supported.
Core GSN
transitively challenges
[OntoGSN] Relates an element to every element that it reaches through a chain of one or more challenges.
Inferred, never authored. It is derived by the Challenge Closure rule, and the Challenge Cycle rules read it.
Dialectic Extension
true
transitively in context of
[OntoGSN] Relates a module to every module that it reaches through a chain of one or more in-context-of links between modules.
Inferred, never authored. It is derived by the Module Context Closure rule, and the Module Context Cycle rules read it.
Modular Extension
true
transitively supported by
[OntoGSN] Relates an element to every element that it reaches through a chain of one or more supported-by links.
Inferred, never authored. It is derived by the Support Closure rule, and the Support Cycle rules read it.
Core GSN
true
true
[OntoGSN] Marks whether the claim in the element or relationship is determined (e.g., by the auditor or some process) as correct or not.
Core GSN
undeveloped
Undeveloped element decorator, rendered as a hollow diamond applied to the bottom centre of an element, indicates that a line of argument has not been developed.
Argument Pattern Extension
hollow diamond
uninstantiated
The attached element remains to be instantiated: at some later stage the abstract element needs to be replaced with a more concrete instance.
Argument Pattern Extension
hollow triangle
valid
[OntoGSN] Marks whether the element is determined (e.g., by a rule or a manual evaluation) to be consistent with the argument, or otherwise correct with respect to the GSN argument syntax.
Core GSN
view type
[OntoGSN] Determines whether the view shows the argument or the module architecture.
Modular Extension
false
true
Support Closure
Core GSN
false
false
true
true
Inferential Relation
Core GSN
false
true
true
Challenge Cycle Relationship Invalidation
Dialectic Extension
true
Contract Violation Relation
Modular Extension
false
false
GSN assumptions provide additional information necessary for the correct understanding of the argument. This information is stated as fully as necessary, using complete sentences in the form noun phrase + verb phrase.
true
Contract Support Invalidation
Modular Extension
true
true
Support Cycle Invalidation
Core GSN
true
true
true
inferential
true
false
true
true
Context Inheritance
Core GSN
false
true
false
false
contextual
true
true
true
true
false
true
Template Undeveloped Invalidation (A)
Argument Pattern Extension
risk
architecture
false
dialectic
true
Strategy Confidence Relation
Confidence Argument Extension
inferential
true
Cross-Module Support
Modular Extension
GSN goals document the claims made in the argument (i.e. premises and conclusions). Each goal shall contain a single goal statement, expressed as a proposition in the form of a noun phrase + verb-phrase sentence.
contextual
true
Away Goal Invalidation
Modular Extension
true
Relation False Propagation
Core GSN
true
Template Undeveloped Invalidation (B)
Argument Pattern Extension
true
Contradictory Goal Truth
Core GSN
dialectic
true
Support Relation Creation
Core GSN
true
false
true
Confidence Relation Creation
Confidence Argument Extension
true
false
true
1
fortiss GmbH
true
true
Support Cycle Relationship Invalidation
Core GSN
true
Solution Propagation (False)
Core GSN
true
Goal Top Flag
Core GSN
true
dialectic
false
true
Duplicate ACP Identifier Invalidation
Confidence Argument Extension
false
true
false
true
Inferential Relation (Goal)
Core GSN
false
false
false
true
Evidential Relation
Core GSN
true
Contract Relation Invalidation
Modular Extension
true
Goal-Strategy Confidence
Confidence Argument Extension
true
Challenge Defeat
Dialectic Extension
evidential
true
Module Membership
Modular Extension
false
false
true
Module Context Cycle Relationship Invalidation
Modular Extension
false
false
false
true
Context Consistency
Modular Extension
false
true
Module Context Closure
Modular Extension
GSN strategy statements describe the reasoning that connects parent goals and their supporting goals, but the core claims and the structure connecting those claims remain unchanged. Strategy statements contain a brief description of the argument approach.
false
false
true
Module Support Propagation
Modular Extension
false
true
GSN solutions make no claim, but are simply references to evidence items that provide support for a particular claim. They shall therefore be stated as noun-phrases.
true
true
Context Relation Creation
Core GSN
true
Assumption False Propagation
Core GSN
inferential
argument
true
Final Pattern Invalidation
Argument Pattern Extension
1
true
Defeater Declaration
Dialectic Extension
true
Challenge Cycle Invalidation
Dialectic Extension
confidence
false
true
Cross-Module Away Context
Modular Extension
true
Core GSN
true
Assumption Invalidation
Core GSN
true
Challenge Doubt
Dialectic Extension
true
true
Module Context Cycle Invalidation
Modular Extension
true
true
Mixed Support Invalidation
Core GSN
true
Solution Confidence Relation
Confidence Argument Extension
true
Duplicate Identifier Invalidation
Modular Extension
false
true
Challenge Closure
Dialectic Extension
true
true
Nested Module Membership
Modular Extension
true
Undeveloped Defeat
Dialectic Extension
true
Cross-Module Away Support
Modular Extension
true
Solution Propagation (True)
Core GSN
false
true
false
true
true
true
true
false
false
false
1
true
Defeated Invalidation
Dialectic Extension
true
true
false
evidential
true
Challenge Chain Invalidation
Dialectic Extension
true
Contextual Relation
Core GSN
true
Public Context Propagation
Modular Extension
true
true
Goal Confidence Relation
Confidence Argument Extension
true
Two kinds of GSN context statement exist. Where a context statement draws attention to explanatory contextual information (such as the definition of some term), this information shall be stated briefly using complete sentences of a noun-phrase + verb-phrase structure. Where a context statement is a reference to an artefact of some kind, which informs the reasoning step, the context statement shall be expressed as a noun phrase.
true
true
false
true
true
true
Public Contract Invalidation
Modular Extension
1
true
Context Contract Invalidation
Modular Extension
The corresponding argument could be located in a paragraph of accompanying text, a goal in the local argument, or a goal in a separate module.
Confidence Argument Extension
true
true
true
Challenge Relation Creation
Dialectic Extension
true
Substitution Invalidation
Modular Extension
true
Contract Activation
Modular Extension
false
false
true
true
Module Context Propagation
Modular Extension
confidence
GSN justifications provide additional information necessary for the correct understanding of the argument. This information is stated as fully as necessary, using complete sentences in the form noun phrase + verb phrase.
true