Paper Citation Record · LEDGER

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims

As of 23 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.10213.

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

pith.paper-citation-record.v1
2608.10213 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:16:42.611770Z

measured 22 of 22 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 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

22 of 22 outbound references displayed

verified exact1
verified fuzzy3
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7ff97ac-3d43-422a-beff-6dd566aa5114 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.517834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014d5c79-be55-433c-8803-704e193bc942 · outbound

This paper cites A Neurosymbolic Approach to Natural Language Formalization and Verification.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims A Neurosymbolic Approach to Natural Language Formalization and Verification

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.524269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98ce5ebc-96a5-44d1-b70d-414d85bd5e4a · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.528530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9603718f-f030-4f19-b092-c17fb83e9e69 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.971846Z

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 1f84645c-bf0c-433b-b27a-ee1a5c150968 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.543670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bed1e93-1231-4d82-a974-6b11d807bbf8 · outbound

This paper cites FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.547870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8516f9f-5776-4357-8ac1-0facc572c3ba · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.552519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5382e91d-5772-491f-913f-5b51b7301879 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims FinanceBench: A New Benchmark for Financial Question Answering

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.556230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89852a77-fc87-4722-b980-46a52ad54536 · outbound

This paper cites Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.560172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3435550c-9b4e-4f0f-9e58-68fc8cb97db2 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.929839Z

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 95db7093-b609-4b6b-b0d8-ebb79a2684f6 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.568487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c21403c-a60d-4a12-ae00-03250f7da960 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.907610Z

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 74b50be5-9e9e-430e-99ec-cfee869a81bd · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.892638Z

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 f00057b0-cf5a-4e31-b52d-92782a7db547 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.879258Z

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 3c30251c-fd22-4ee9-9a46-a3d860c741cc · outbound

This paper cites FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:16:42.660504Z

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 4ea71f6a-aea5-4ea2-8214-53e8a18b1b74 · outbound

This paper cites Securities and Exchange Commission.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Securities and Exchange Commission

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:16:42.857269Z

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 69f31794-1f96-4bf9-87d7-0a366fcef104 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.843682Z

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 cd0061a0-a088-4581-941d-f25f6b6b5e19 · outbound

This paper cites AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.603111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561ec281-742d-40ee-9543-aab111cd1b38 · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:16:42.825482Z

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 29f40bd5-a431-48e3-a7e4-78a8333d4f9d · outbound

This paper cites an unresolved cited work.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:42.611770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166f9a8f-2d48-48d4-8589-723918a9bb82 · outbound

This paper cites InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:16:42.960946Z

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 bfba1111-6e8a-49e6-b132-f3d50bb6a6e5 · outbound

This paper cites VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims.

VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:16:42.867235Z

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

No inbound Pith citation observations are available.