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Paper Citation Record · LEDGER

Exposing Product Bias in LLM Investment Recommendation

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.08750.

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

pith.paper-citation-record.v1
2503.08750 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:29:04.537342Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 554f72a9-f6a4-400e-a561-ade17d486611 · inbound

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? cites this paper.

Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? Exposing Product Bias in LLM Investment Recommendation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:29:04.537342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:29:04.537342Z digest=sha256:b9d869fca5e0a8df1f27af21c2eecbb70ff097b38588a95a64d14f464b563f57

Observation 0540b46a-9ac9-4a2d-827c-18d92536e28e · inbound

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits cites this paper.

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits Exposing Product Bias in LLM Investment Recommendation

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:25:51.101902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-10T18:32:12.396568Z digest=sha256:949b8e746afe332cd908dd6bcaa0c5beac4e46a1ac437b5b9af10518bebe3d83

Observation 52d84039-7d76-416e-a740-bbf9c5dad14b · inbound

Auditing AI Investment Recommendations as Executable Actions cites this paper.

Auditing AI Investment Recommendations as Executable Actions Exposing Product Bias in LLM Investment Recommendation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:32:52.581065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T00:30:20.784224Z digest=sha256:1a65555cca5ea392da071e2fc87e992cd56948af84e6e218e10807a0acedfd7b