Paper Citation Record · LEDGER

Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis

As of 24 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2505.11401.

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

pith.paper-citation-record.v1
2505.11401 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:22.767770Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T15:31:25.079191Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T15:33:25.480197Z

Reference resolution

3 of 3 outbound references displayed

verified exact0
verified fuzzy1
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a7473de-fc22-4daa-99f9-ac251be5ce9a · outbound

This paper cites an unresolved cited work.

Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:22.812418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e8359c2a-998b-4096-8285-4aca32a08f3c · outbound

This paper cites an unresolved cited work.

Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:22.804357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f773eef-9809-4f94-bae5-769ebf6608d9 · outbound

This paper cites public opinion analysis operator.

Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis public opinion analysis operator

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:56:22.795872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 8842821f-91da-4602-bd4e-beef06232e7b · inbound

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench cites this paper.

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:33:25.481805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.