I have always loved etymology (the study of word origins) and its potential for adding a rich narrative to my lessons – especially in geometry. As a mathematics teacher, I immensely enjoyed comparing sept- and hept-, trotting out the Roman emperors at any opportunity, and watching my class happily construct the names for thirty-five-sided polygons once they grasped the nominative structures underneath. Like characters in a play, the history of the words we use in mathematics reveal a deeper meaning about how the concepts have been constructed and viewed in the past, and this stuff can be extraordinarily interesting. In the spirit of Mark Forsyth’s The Etymologicon – going from interesting connection to connection – here are a few of my favourite back stories behind some gorgeous mathematical words that you may not have heard of.
I remember the first time I learned that ‘hippopotamus’ was Greek for ‘river horse’, with ‘hippo’ being the horsey part (and that a group of them was called a ‘bloat’) – often said to be named because they are large mammals who can walk or ‘run’ on the river floor. Beautiful. You have a hippo inside you, too – your hippocampus, located in your brain; except this one is a ‘sea monster horse’, or less alarmingly, a ‘seahorse’, so named because it is shaped like the animal. We’re awfully good at naming things after other unrelated things that look the same. Have you ever heard of a ‘hippopede’? We know that the ‘hippo’ is horse-related (hippophagous is a lovely and very specific word meaning ‘eating horse meat’) and ‘pede’ (Latin) is to do with feet, as in ‘bipede’ (two-footed) and ‘pedal’ (from ‘pedalis’, the length of a foot). So, a hippopede is a horse’s foot – and here it is (in red):
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)
It is a curve defined by the intersection of a torus and a plane, and one example you might be familiar with is more of a sideways ‘eight’ shape – it’s that pesky old infinity sign. This is called a ‘lemniscate’, from the Greek for ‘garland of ribbons’, which derives from a place called Lemnos where they used to wear particularly memorable ribbon garlands on their heads. So why the association with the inifinite? It’s something of a beautiful mystery. It appeared in the 17th century, usually credited to John Wallis, and rumoured to be a representative of Greek for ‘many’ or a subverted omega. One theory is that it is associated with the self-eating serpent ouroborus, representing not just an endlessly large quantity but a process or cycle of recreation.
It might reasonably also be described as ‘ophidian’ (snake-like), which is a lovely word, but not as interesting as ‘botuliform’, which translates literally and alluringly as ‘sausage-shaped’ and gives us ‘Botox’ (injectable toxin of the type first identified in sausage-meat). Unbelievably, there are not one but two Greek words for this concept: ‘allantoid’ is an equally beautiful alternative – and we’re back to the human body, as is so often the case, with the ‘allantois’ being a sausage-shaped sac that developing baby animals use to exchange gas and waste with the parent. This isn’t just present in mammals, but is in birds and reptiles too (even dinosaurs had them).
Speaking of the human body, do you know where your bicuspids are? You might recognise this term as often used to denote teeth, specifically those with two points (as ‘cusp’ is from the Latin for ‘sharp point’). You may also have a biscuspid valve in your heart, too – it’s a congenital heart defect that affects around 1-2% of the population, meaning the valve has only two parts instead of the usual three. Here is a biscuspid curve, with two clear points and looking much like a tooth:
![](data:image/png;base64,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)
‘Cusp’, aside from meaning a sharp point and a significant moment (and it is such an important concept it’s also used in geography and psychology), has a particular mathematical meaning, which is a singular point, a point on a curve where the curve is continuous, but which has no derivative whereas points nearby do. Another word for this is ‘spinode’, which derives from ‘spine’ (in the sense of ‘thorn or prickle’) and ‘node’ (a knot, or point where threads meet).
A word that sounds like ‘spine’ that you might not have heard of is ‘spline’ – mathematically, a piecewise polynomial function, so named after the engineering tools used to draw flexible curves.
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)
Although you might see the connection with ‘spine’, this word is more likely to be related to its origins in woodworking and shipbuilding and therefore ‘splinter’, which is a Middle English and Dutch word meaning ‘to split off into pointy bits’. However, who’s to say they’re not related – the delightfully named ‘kiki/bouba effect’ suggests a non-arbitrary mapping between speech sounds (across languages) and shapes. You might have seen this on an episode of QI, where they asked contestants to match ‘kiki’ and ‘bouba’ with these two shapes:
![](data:image/png;base64,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)
Surprisingly easy, isn’t it! (See here for more info.) The implications – that geometric names are not arbitrary and may share characteristics across language barriers – are fascinating. Which etymological back stories are your favourites? Tweet us yours @CambridgeMaths.
All images in the above text are sourced from Wikipedia