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Paper Citation Record · LEDGER

GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models

As of 15 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2309.03079.

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

pith.paper-citation-record.v1
2309.03079 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T14:45:07.168330Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T14:47:36.304833Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 76632305-f609-477b-a95b-ff9db775e917 · inbound

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective cites this paper.

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:35:59.150026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-10T17:05:40.178716Z digest=sha256:8f85423c40f941c2e17465adf4af5da55fc8e56de2c2319c4a828cb28df16e77

Observation ec45ee6e-b130-4635-87f0-6dc9ceebacd6 · inbound

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery cites this paper.

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-19T14:47:36.306912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-19T14:45:07.168330Z digest=sha256:f7ccee899cc1c5b89f6817d8ae55a3bf7212aea423dc9c20c7ee9e2d2e50be65