Paper Citation Record · LEDGER

Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.01505.

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

pith.paper-citation-record.v1
2305.01505 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:45:14.870750Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T01:12:20.732518Z

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 02600976-94e6-4f28-bc75-97695c5ba469 · inbound

Quantifying Qualitative Insights: Leveraging LLMs to Market Predict cites this paper.

Quantifying Qualitative Insights: Leveraging LLMs to Market Predict Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T21:45:14.870750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd174e18-e065-47e8-9d19-468bb61d6a05 · inbound

Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment cites this paper.

Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T17:45:06.311666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0bad03-16a9-42d9-b088-2cb169633ddd · inbound

Bridging Language Models and Financial Analysis cites this paper.

Bridging Language Models and Financial Analysis Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:12:20.734695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ad0d7d1a-0d36-4340-9651-9a858d447735 · inbound

BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation cites this paper.

BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:15.739015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.