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Sentence structure · flagged by Slop or Not

anaphora

Rhetorical termAnaphoraStarting successive clauses or sentences with the same word or phrase.

A run of sentences that all begin on the same word makes the opening land like a drumbeat. Cover the openers and read what follows them; if only the cadence changes, the repetition is not earning its place.

In our fixed sample of pre-2023 books, news and documentation, this appeared about once every 59,000 words.

Written by a model

Nothing about this blender survived the first month. Nothing about the warranty call was straightforward. Nothing about the replacement they finally shipped felt like an apology.
Generated by claude-sonnet-5, 2026-09-22

Fix it

Before

Nobody read the postmortem. Nobody fixed the alert that fired all night. Nobody asked why the rotation was empty in the first place.

After

The postmortem sat unread, the alert rang until morning, and not one person thought to ask why the rotation had been empty all along.

Try it on your own writing

The scan runs in memory on Numen's server and the passage is discarded with the response.

How to spot it

Find the run, then read what sits underneath it. That run is anaphora, the same word or phrase repeated at the start of successive clauses or sentences, and spotting it is never the hard part. The test that follows targets sentence openers, the form prose leans on most. The matching openers are the easy half: a stretch of consecutive sentences all starting on the same word announces itself, and you will usually hear it before you see it. The harder half is deciding whether the run earns its place. Cover the openers with your hand and read only what follows them. If each sentence carries something the one before it did not, such as a sharper image, a higher stake, or a turn nobody saw coming, the repetition is holding a structure up. If what follows is interchangeable, every sentence making the same size of claim at the same pitch, the opening is the only thing doing any work, and it is doing that work on its own behalf.

Two smaller signals help. A deliberate run ends somewhere, and the ending is where the meaning lands: a writer who builds a drumbeat nearly always breaks it on purpose. A reflexive run simply stops, as though the supply of examples ran out before the point arrived. A deliberate run also picks a word worth repeating. Sentences that happen to open on "the" or "it" are not building anything, which is exactly why nobody notices them.

Why models overdo it

Choosing its next word, a model weighs likelihood rather than effect, and an opening that has already earned its keep twice is, by the arithmetic driving the choice, the safest thing to put next. The shape is cheap to continue and expensive to abandon, so it continues. Nothing in that process asks whether the idea arriving next deserves the same drumbeat as the one before it, because nothing in that process is keeping track of what the reader has been promised.

The same arithmetic explains why these runs read as flat rather than as broken. Every sentence is well formed; the sequence is what gives it away. A writer pays for the repetition by surrendering every other way those sentences could have opened, and pays that price only when the repetition buys something back, whether a promise renewed, an argument turning a corner, or a list that means more assembled than it did apart. A model surrenders nothing, so it buys nothing.

When it's fine

Repetition that bears load passes, and it bears load more often than a suspicious reader expects. Churchill did not need parallel openings to say that Britain would keep fighting; he needed the resolve to arrive in waves, each one landing before the last had stopped ringing, and the plain version would have arrived once and been done. King did not repeat an opening because repetition sounds impressive. He needed a promise renewed rather than a line restated, and he closed the run on a short sentence that lands like a door.

Obama's Selma catalogue works on the same principle. The repeated opening is a door held open, and across three sentences one group after another walks through it into the same claim about who counts as American. The roll call is the argument, not the decoration on it. In all three passages the constant opening is the fixed point against which everything else is measured, and a reader feels the movement precisely because the frame does not move. Test your own run the same way: if you can say what changes underneath it, it stays, and if you cannot, it shrinks to one sentence.

Where it comes from

The device is older than any name given to it. Hebrew poetry built whole psalms on it, stacking clause after clause on one opening phrase until the repetition itself carried the argument. Classical orators picked it up for the reason preachers did: a listener cannot flip back a page, so the only way to make a structure audible is to say the joint out loud more than once. The Greek behind anaphora is ana, meaning back or again, and pherein, to carry, so the name describes the job exactly: carrying a listener back to the same starting point each time a clause begins. Renaissance grammarians gave it other names along the way, among them epanaphora and epembasis, proof that teachers have been pointing at the same trick for a very long time. Shakespeare gave John of Gaunt a dying speech built almost entirely on one repeated opening, and two centuries later Dickens opened a novel on fog rolling through a courtroom drowning in delay, because plain description would not have made a reader feel that the case had stalled. The figure survived scripture, survived the stage, and survived into wartime radio because it does one job better than almost anything else in the language: it lets an audience feel a shape before they can name it.

Side by side

Written by a person

We’re the fresh-faced GIs who fought to liberate a continent. And we’re the Tuskeegee Airmen, and the Navajo code-talkers, and the Japanese Americans who fought for this country even as their own liberty had been denied. We’re the firefighters who rushed into those buildings on 9/11, the volunteers who signed up to fight in Afghanistan and Iraq.
Barack Obama, remarks at the 50th anniversary of the Selma to Montgomery marches, 2015
I have a dream that my four little children will one day live in a nation where they will not be judged by the color of their skin but by the content of their character. I have a dream today.
Martin Luther King Jr., "I Have a Dream" (March on Washington speech), 1963
We shall fight in France, we shall fight on the seas and oceans, we shall fight with growing confidence and growing strength in the air, we shall defend our Island, whatever the cost may be, we shall fight on the beaches, we shall fight on the landing grounds.
Winston Churchill, "We Shall Fight on the Beaches," House of Commons speech, 1940

Written by a model

Sorry about tonight. Sorry about last week too. Sorry about the whole stretch since March, honestly — I have been a mess.
Generated by claude-sonnet-5, 2026-09-22
Everything about that harvest looked ordinary to the people living through it. Everything about the parish ledger agreed. Everything about the letters they left behind says otherwise.
Generated by claude-sonnet-5, 2026-09-22

Further reading