Citability
Language models retrieve and quote chunks, not documents. Citability is a property of the chunk.
sample
Lifted out of the page, this survives
The Haruwell Daily Fluid is ratedSPF 50+, tested at the full2 mg/cm² application rate to the2019 edition of ISO 24444.
This does not
As mentioned above, it performs well against the standard discussed, and this is what makes it such a strong choice for the shopper described.
- Names the brandno unresolved “we” or “the company”
- Carries a numbera value that can be checked
- Carries a dateso staleness is visible
- Stands aloneno “as mentioned above”
Extracted, a dependent passage reads as a fragment — so it does not get extracted.
| A citable passage | A dependent passage | |
|---|---|---|
| Shape | Answers one question completely, in two to four sentences | Continues an argument made in the paragraphs above it |
| Context it needs | None | The section it sits in |
| Lifted out of the page | Still reads as an answer | Reads as a fragment |
This is the failure mode translated marketing copy runs into. Translation preserves grammar while smoothing out exactly the specific, claim-bearing sentences a model would want to quote.
A citable passage still has to be fetched before it can be quoted, which is the part what ChatGPT searches before it names a brand puts ahead of it.
Related: answer engine optimization.