What changes when we change the words?

Imagine two people sorting the same collection: a smooth stone, a metal spoon, a wooden toy, a cracked cup, a seashell, and a smartphone. One creates the categories “natural” and “human-made.” The other chooses “useful” and “decorative.” A third asks which objects can be recycled.

The objects did not change, but different questions foreground different properties. A stone may become a tool. A wooden toy can be both useful and decorative. A cracked cup may still hold pencils. Categories help us organize knowledge—but the rule used to sort determines the answer we obtain.

Lesson 001 taught us to distinguish observation from interpretation. Lesson 002 explored how to test explanations. Lesson 003 traced claims to their sources. Lesson 004 examines the language we use between evidence and explanation.

1. Five different jobs that words do

Language is not one single operation. Consider the sentence, “That strange-looking object is junk.” It contains both a description and a judgment. A careful learner separates the jobs performed by each part.

A label can be accurate and useful while remaining incomplete. Calling an object a “tool,” a “toy,” or “art” tells us what part of its role we are emphasizing. We can often use several labels without implying that the object literally changes identity.

2. A category needs a rule

Suppose Nova Academy creates a library containing physical books, audio stories, illustrated field guides, interactive experiments, and video lessons. What counts as a “book”? What belongs in the “learning resources” directory?

Rather than arguing from familiarity alone, write a membership rule—the criteria by which an item enters a category. For example: “Include a work in the audio library if it is available in a playable narration format.” This rule is easier to apply consistently than “include anything that seems audiobook-like.”

Some categories are scientific and constrained by evidence; some are institutional or legal definitions; some are functional, conventional, cultural, or personally meaningful. Their differences matter. A taxonomy built for navigation may legitimately differ from one built to test a biological hypothesis.

A good rule can still have exceptions or uncertain cases. When the boundary is unclear, record the uncertainty rather than quietly changing the rule to force an answer.

3. Boundary cases teach us where definitions bend

Imagine an illustrated digital story that also has narrated audio. Is it literature, visual art, an audiobook, an interactive publication, or educational media? The answer may be “several,” depending on the question. A single fixed box would erase useful features.

A boundary case is an example near the edge of a definition. It reveals hidden assumptions and can help us refine or split categories. This does not prove that every definition is arbitrary. It shows that definitions are tools for specific purposes and must be tested against the things they classify.

4. Framing: same information, different emphasis

Now consider a quiz with ten questions. A student answers eight correctly and two incorrectly. Two reports could describe that same outcome: “80% correct” and “20% incorrect.” Neither changes the underlying score, but each highlights a different aspect of the result.

Framing is how information is presented and contextualized. Different frames can affect attention and evaluation even when the underlying facts stay the same. In psychology, the term describes how the presentation of a question or issue can influence how it is perceived. See the American Psychological Association’s definition of framing.

Framing is not automatically deception. Teachers, journalists, researchers, designers, and storytellers must choose what to foreground. The problem begins when a frame hides relevant information, implies certainty without evidence, or creates a misleading comparison.

5. Beware the loaded word

Words such as “always,” “obviously,” “everyone,” “dangerous,” “proven,” “natural,” and “fake” can compress complex claims. Some are appropriate when precisely supported. Others sneak conclusions into what sounds like a simple description.

Loaded claim	More testable question
“Everyone ignores this lesson.”	How many visitors viewed it, and how many completed the activity?
“This is the best teaching method.”	Best for which learning goal, learners, and measured outcomes?
“The new system is completely broken.”	Which features fail, under what conditions, and how often?
“Scientists proved the category is wrong.”	Which study, what classification, and what did the evidence actually support?

Moving from adjectives to evidence does not eliminate perspective. It gives us a way to evaluate the claim, reproduce the inquiry where possible, and say what remains uncertain.

6. Language can influence thinking without imprisoning it

Researchers have debated linguistic relativity: how language may affect attention, memory, perception, and reasoning. The evidence does not justify a simple claim that words totally determine what people can think. Different hypotheses propose weaker or stronger influences across different tasks.

For a deeper discussion, see the Stanford Encyclopedia of Philosophy’s account of linguistic relativity and the review Linguistic Relativity by Phillip Wolff and Kevin J. Holmes (WIREs Cognitive Science, 2011). These sources discuss the debate and the limits of deterministic interpretations.

The practical point for our lesson is modest: words and categories can make some distinctions easier to notice, describe, remember, or communicate. That does not mean experience is reducible to vocabulary, or that every difference of language produces a different physical reality.

7. Your mini-lab · Two maps of the same objects

OPTIONAL HANDS-ON FIELD ASSIGNMENT · 10–15 MINUTES

This is a classroom demonstration of categorization, not a formal experiment proving a universal psychological effect. It is designed to make your own sorting choices visible.

1. Collect six ordinary objects or use this imagined set: spoon, seashell, printed photograph, notebook, houseplant, and smartphone.
2. Round A: Sort each item under the headings “natural,” “manufactured,” or “uncertain.” Write down which examples you could not place easily.
3. Round B: Put the labels aside. Sort the exact same six objects under “communication,” “practical use,” “living system,” or “multiple purposes.”
4. Compare your two maps. Which objects changed position? Did their properties change—or did the sorting question change?
5. Test the definitions. Write one clear membership rule for each category, and notice where rules overlap.
6. Explain your results. In two sentences, describe what the exercise demonstrates and what it does not establish.

Alternative: If gathering objects is impractical, perform the entire activity with the six imagined examples. No special equipment or graded submission is required.

8. From everyday language to institutional language

Words have consequences beyond the classroom. A website uses tags and categories so readers can find material. A library catalog may use more specific subject headings. A scientific team defines measurements so results can be compared. A public institution defines terms in policies that affect eligibility and responsibility.

Those systems may all use words such as “member,” “evidence,” “identity,” “active,” or “completed,” but the meaning and practical stakes change with the context. A label used informally in conversation must not be mistaken for a legal status, scientific diagnosis, or verified institutional fact.

Within Electric Icarus, we can use The Between as an original philosophical metaphor for the space where relationships, interpretations, and distinctions are worked out. Here it is a creative interpretive lens, not a scientific measurement or a claim that institutions independently use this terminology.

A good curriculum protects two freedoms at once: the freedom to imagine categories and the responsibility to say what those categories actually mean.

9. Quick check · Six questions

1. What is the difference between calling something “a blue ceramic cup” and saying “it is worthless”?
2. Why should a category’s membership rule be clear?
3. Can one item belong to several categories without changing its physical properties?
4. Are “80% correct” and “20% incorrect” necessarily contradictory descriptions of an eight-out-of-ten quiz score?
5. Does research on language and thought prove that language completely determines what people can think?
6. Rewrite “This lesson is obviously terrible” into a question that someone could investigate.

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Reflection · Where does the category end and the world begin?

A name can open a door. It gives us a way to point, ask, remember, compare, and share. A definition can make inquiry precise. But a label becomes dangerous to understanding when we stop looking through it and start treating it as the whole thing.

As we build larger systems of knowledge, we need both structure and revision: terms specific enough to be useful, categories flexible enough to acknowledge exceptions, and sufficient attribution that another reader can see who defined them and why.

Takeaway: Describe before judging. State the rule. Find the boundary. Test alternative wording. Protect the evidence. Revise the category when reality requires it.

Completion: You have completed Lesson 004 when you can classify the same examples under two rule sets, identify one boundary case, and rewrite one loaded statement into an answerable question. No account, payment, score, or certificate is required.

References & further learning

• American Psychological Association — Dictionary of Psychology: Framing. A definition of the psychological concept.
• Stanford Encyclopedia of Philosophy — The Linguistic Relativity Hypothesis. Multiple theories of language and thought and their debated scope.
• Wolff, P., & Holmes, K. J. (2011) — Linguistic Relativity, WIREs Cognitive Science. A research review of proposed language–thought relationships.

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Nova Academy is a free public learning initiative within the Electric Icarus Project. These beginner lessons are non-accredited and do not award professional qualifications. Original EIP philosophy is distinguished from independently documented scientific evidence.