Triangle of Meaning
The triangle of meaning (a.k.a. triangle of reference) was first introduced in the book The Meaning of Meaning by Charles Kay Ogden and I. A. Richards which was published in 1923. The purpose of the triangle of meaning is to understand how to make communication reliable, repeatable, and interoperable. Basically the triangle of meaning is about precision of communication.
There are many different versions of the triangle of meaning. Several other versions are mentioned under additional information below. Mainly these triangle of meaning representations are for domains such as linguistics, philosophy, and knowledge engineering and use specialized jargon to explain what they are trying to explain. I find all of these too hard for the typical business professional to understand.
And so, what I did was to take the best aspects of these other triangles of meaning and synthesize the information into something that I can understand and perhaps other business professionals can also understand. This is the triangle of meaning that I came up with:
- Meaning: At the top of the triangle is meaning (a.k.a. notion, idea, thought). Meaning represents the mental concept or idea or notion given within some “domain of understanding” (a.k.a. area of knowledge). Meaning is always filtered through language, symbols, tools, processes, institutions, and practices. That filtering process is done within some group or collective or set of stakeholders. The context of that filtering is the domain of understanding of the stakeholders within that group. Keep in mind that meaning is not something inherent in just words or objects. Meaning is consciously or unconsciously produced through shared human systems, shaped by context, and sustained by communities of stakeholders. The triangle of meaning's intent is to make the production of meaning within a shared group as conscious as possible.
- Representation: On the left side is the machine interpretable representation (a.k.a. expression, symbol) of that meaning. The representation is the information, the medium of communications. The representation must be complete in order to get the full exchange of meaning. The approach to creating the representation matters and impacts completeness. The physical format of the implementation of the representation matters also (i.e. SQL, LPG using GQL, RDF/OWL/SHACL, PROLOG, XBRL, Excel). The physical technical format/syntax used to create the physical token for the representation such that a complete tangible expression that can be shared with other stakeholders in the domain of understanding effectively is necessary.
- Thing: The real world thing (a.k.a. referent, real-world object) is the actual object, event, or phenomenon in the external world that the representation refers to and corresponds to the meaning agreed to.
Additional Information:
- Ontology, Metadata, and Semiotics (John F. Sowa)
- Semantics of Business Vocabulary and Business Rules (SBVR), see page 19)
- The Meaning of Meaning Model

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