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Paper Citation Record · LEDGER

Prosocial Persuasion at Scale? Large Language Models Outperform Humans in Donation Appeals Across Levels of Personalization

As of 10 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2604.03202.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.03202 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:53:22.690441Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5af0e791-7ee2-4ee2-b255-564d5618bbda · outbound

This paper cites an unresolved cited work.

Prosocial Persuasion at Scale? Large Language Models Outperform Humans in Donation Appeals Across Levels of Personalization Unresolved cited work

Reference 1091

Resolution
unresolved
no resolver link, observed 2026-08-02T16:53:22.690441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:53:22.690441Z digest=sha256:299813be15e4edb9afa497e970bd368fcfca99380a6e10123cbc66798f43d3b8

Observation 68905ea6-4f66-44a8-8f7c-2a75398ca2f5 · outbound

This paper cites Large Language Models are as persuasive as humans, but how? About the cognitive effort and moral-emotional language of LLM arguments.

Prosocial Persuasion at Scale? Large Language Models Outperform Humans in Donation Appeals Across Levels of Personalization Large Language Models are as persuasive as humans, but how? About the cognitive effort and moral-emotional language of LLM arguments

Reference 6037

Resolution
unresolved
no resolver link, observed 2026-08-02T16:53:22.625551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:53:22.625551Z digest=sha256:ca264e9d9cec4ff96c6be4fa7ca2cb7172f2e84fe685e126f867446d33f0d757

Pith citing papers

No inbound Pith citation observations are available.