Anaphora abuse
- Id
- anaphora-abuse
- Status
- Contested
- Severity
- low
- Detection
- deterministic
- Evidence grade
- corroborated
- Languages
- en
- Added
- 2026-08-15
- Updated
- 2026-08-17
Credible people dispute that this signals anything at all.
What it is
The same opening words on three or more successive sentences, built as parallel construction. Burton records anaphora as repetition at the beginning of successive clauses, a figure taught continuously since the Rhetorica ad Herennium. The figure is not the pattern. The pattern is the figure arriving with no argument underneath it, where the three members differ only in their last noun. Separate from the statistical opener-repetition measure, which counts function-word entropy across a document and requires no deliberate parallelism at all.
Why it reads as machine-made
Repetition reads as conviction and costs one clause to produce. Heritage and Greatbatch measured parallel three-part structures drawing applause in real political speech, so the shape demonstrably works on people, which is exactly why a preference-trained model reaches for it. That evidence also cuts the other way, and the entry ships contested because of it. Rates in ordinary edited prose have never been measured, for humans or for models.
Specimens
We write for the people who read every word. We write for the people who skim and come back later. We write for the people who never reply at all. It is an easy thing to say about a newsletter and a much harder thing to keep true once the list is larger than the room.
About one reader in five replies to something each quarter. The other four never will, so the newsletter is written to be useful without a reply.
Figures in this repair are invented for the specimen.
How it is detected
- Pattern
- (?:^|[.!?]["'’)\]]?\s+)([A-Z][a-z]{1,12})\s+([a-z][a-z'’]{0,12})\b[^.!?\n]{0,120}[.!?]\s+\1\s+\2\b[^.!?\n]{0,120}[.!?]\s+\1\s+\2\b
- Flags
- gm
- Scope
- document
Who writes this way legitimately
Sermon, eulogy and stump-speech writers use anaphora as a load-bearing figure with an unbroken teaching tradition, and Heritage and Greatbatch measured parallel structures drawing applause at party conferences in 1986, decades before any of this. Children of that tradition are everywhere: closing arguments, campaign copy, liturgy, and hip-hop lyrics all repeat openers on purpose. Second-language writers taught rhetoric formally also reach for it. A reviewer checks whether the repeated members differ in more than their final noun, and whether the passage would lose an argument if the repetition were flattened. If flattening loses nothing, the figure was carrying the paragraph alone.
Model attribution
Unattributed at the family level. tropes.fyi and vale-ai-tells describe it as a general assistant habit and neither publishes a measurement. Our research pass classified any claim that one product does this more than another as folklore.
Platform notes
- Repeated openers are a convention of the one-line-per-sentence post format on that surface, which a human growth marketer popularised in 2017.
Status history
| Date | Status | Rationale |
|---|---|---|
| 2026-08-15 | Contested | Opened as contested. tropes.fyi and vale-ai-tells both name stacked anaphora, but Burton records an unbroken teaching tradition and Heritage and Greatbatch measured the parallel shape winning applause in human political speech in 1986. Nobody has published a rate for either population, so the entry ships as a review trigger with the counter-evidence stated. |
Sources
- 01Silva Rhetoricae (Burton, BYU), anaphoraprimary-docaccessed 2026-08-14
- 02tropes.fyi pattern directorycommunityaccessed 2026-08-14
- 03vale-ai-tells, 111 machine-checkable rulescommunityaccessed 2026-08-14
- 04
CC BY 4.0 / The AI Tells Index, feedsquad.com/ai-tells