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Prediction success: Correct forecasts proved Mendeleev right
Marila Lombrozo
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calendar_month2025-10-02

Prediction Success: Correct Forecasts Proved Mendeleev Right

How a Russian chemist's bold predictions about missing elements cemented the Periodic Table's place in science.
The story of Dmitri Mendeleev's Periodic Table is a landmark in the history of science, not just for its organization of known elements, but for its incredible predictive power. Mendeleev's genius lay in his use of periodic law to forecast the existence and properties of elements that had not yet been discovered, such as eka-aluminum (gallium), eka-boron (scandium), and eka-silicon (germanium). When these elements were later found, their properties matched Mendeleev's predictions with stunning accuracy. This prediction success transformed the periodic table from a mere classification system into a powerful tool that could reveal the fundamental order of the universe, ultimately proving Mendeleev right and securing his legacy.

The Puzzle of the Elements Before Mendeleev

Before Dmitri Mendeleev published his periodic table in 1869, chemistry was a field crowded with facts but lacking a clear organizing principle. Scientists knew about 63 elements, like hydrogen, oxygen, and carbon, but they didn't have a good way to see the relationships between them. Some chemists had noticed patterns. For example, a group of elements called the halogens—fluorine, chlorine, bromine, and iodine—were all non-metals that formed similar compounds. But no one could create a system that worked for all the known elements.

Mendeleev's brilliant idea was to arrange the elements in order of their atomic weight[1] and to group them by similar chemical properties. He created a card for each element, listing its atomic weight and key characteristics, and he spent hours arranging and rearranging these cards, much like solving a complex puzzle. When he laid them out, he saw a pattern emerge: properties of the elements repeated at regular intervals, or periodically. This became known as the Periodic Law[2].

Periodic Law: When elements are arranged in order of increasing atomic weight, their physical and chemical properties show a periodic pattern.

The most daring part of Mendeleev's table was the empty spaces. To make the pattern work, he had to leave gaps. Instead of seeing these as flaws, he boldly proclaimed that these gaps represented elements that had not yet been discovered. He even went a step further, predicting the properties of these missing elements in great detail.

Mendeleev's Prophetic Predictions

Mendeleev didn't just say "an element is missing." He described the future elements with incredible precision. He gave them temporary names based on their position in the table: eka-aluminum (meaning "below aluminum"), eka-boron, and eka-silicon. For each, he predicted their atomic weight, density, how they would bond with other elements, and even the properties of their compounds.

Let's take a closer look at his prediction for eka-silicon, which he made in 1871.

PropertyMendeleev's Prediction for Eka-Silicon (1871)Actual Properties of Germanium (Discovered 1886)
Atomic WeightAbout 7272.6
Density (g/cm$^3$)5.55.3
AppearanceA dark gray metalA grayish-white metal
Oxide Formula$EO_2$ (Density: 4.7)$GeO_2$ (Density: 4.7)
Chloride Formula$ECl_4$ (Boiling point: under 100°C)$GeCl_4$ (Boiling point: 86°C)

As you can see, the match between prediction and reality was astonishing. The same story played out for eka-aluminum (gallium, discovered in 1875) and eka-boron (scandium, discovered in 1879). With each new discovery, the scientific community's skepticism turned into admiration. Mendeleev's table was not just a list; it was a map that could guide future discovery.

The Scientific Impact of Verified Predictions

The confirmation of Mendeleev's forecasts did more than just make him famous. It fundamentally changed how scientists viewed the periodic table and the nature of matter itself.

1. From Classification to Law: Before the predictions were proven, the periodic table was just one of many attempts to classify elements. It was useful, but not necessarily seen as a fundamental law of nature. The successful predictions elevated it. They showed that the table wasn't just organizing existing data; it was reflecting a deep, underlying truth about how atoms are built. The Periodic Table became the Periodic Law.

2. A Tool for Discovery: Mendeleev had given science a powerful new tool. Now, chemists could look at the gaps in the table and know not only that an element was missing, but also what to look for. This guided the search for new elements for decades to come. It's like having a puzzle box lid with the picture on it—you know what the final result should look like, making it much easier to put the pieces in the right place.

3. Proof of Atomic Theory: The accuracy of the predictions provided strong indirect evidence for the atomic theory. It suggested that the properties of an element were not random but were determined by a fundamental property of its atoms. We now know this property is the atomic number[3] (the number of protons in the nucleus), which is the modern basis for the table's order. Mendeleev's work, based on atomic weight, was a close approximation to this deeper truth.

A Modern Analogy: Predicting the Properties of a New Planet

To understand how impressive Mendeleev's feat was, imagine astronomers discovering a new planet in our solar system. Now, imagine that years before its discovery, a scientist had not only predicted its existence but also its exact distance from the sun, its mass, its color, and the composition of its atmosphere, just by looking at the orbits of the other planets. The scientific community would be stunned. This is exactly what Mendeleev did in the world of chemistry.

His method was rooted in interpolation—estimating an unknown value between two known values. In the periodic table, the known elements around a gap provided the data points. By carefully analyzing the trends in properties like atomic weight, density, and reactivity across a row (period) and down a column (group), Mendeleev could interpolate the properties of the missing piece. For example, if the atomic weight of the element before the gap was 70 and the one after was 75, he could confidently predict the missing element's atomic weight to be around 72 or 73. He applied this same logical approach to all its other properties.

Common Mistakes and Important Questions

Was Mendeleev the only one who created a periodic table?

No, he was not. Other scientists, like John Newlands and Lothar Meyer, were working on similar ideas at around the same time. However, Mendeleev's version became the most famous and accepted for two key reasons: 1) He was more bold in leaving gaps for undiscovered elements, and 2) He aggressively promoted the predictive power of his table, staking his reputation on it. His successful predictions are what ultimately set his work apart.

Did Mendeleev get everything right?

Not exactly. His table was based on atomic weight, which worked well most of the time. However, there were a few places where he had to break his own rules to place elements in groups with similar properties. For example, he placed tellurium ($Te$, atomic weight 128) before iodine ($I$, atomic weight 127), even though this reversed the order of atomic weights. This was a flaw in his system. This mystery was only solved later with the discovery of the atomic number, which correctly orders iodine after tellurium.

Why is the ability to make predictions so important in science?

Prediction is a cornerstone of the scientific method. A good scientific theory doesn't just explain what we already see; it must also be able to forecast the results of future observations or experiments. If a prediction turns out to be correct, it provides very strong evidence that the theory is a good model of reality. Mendeleev's periodic table made specific, testable, and risky predictions. When they were verified, it proved that his theory was more than just a clever idea—it was a powerful reflection of the natural world.
Conclusion: Dmitri Mendeleev's story is a powerful lesson in scientific courage and vision. His decision to leave gaps in his periodic table and to boldly predict the properties of missing elements was a gamble that paid off spectacularly. The subsequent discoveries of gallium, scandium, and germanium, with properties matching his forecasts almost exactly, did more than just fill the blanks on a chart. They validated the entire concept of periodicity and transformed the table into a predictive law of chemistry. This "prediction success" is what cemented Mendeleev's legacy, proving that a great scientific model doesn't just organize the known—it illuminates the unknown.

Footnote

[1] Atomic Weight: The average mass of an atom of an element, relative to the mass of a carbon-12 atom. In Mendeleev's time, this was the best available measure for ordering the elements.

[2] Periodic Law: The principle that the properties of the elements are periodic functions of their atomic numbers. Mendeleev's original law was based on atomic weights.

[3] Atomic Number (Z): The number of protons in the nucleus of an atom. This is the defining property of an element and the correct basis for the order of the modern periodic table.

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