Paper Citation Record · LEDGER

Expect the Unexpected: FailSafe Long Context QA for Finance

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2502.06329.

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

pith.paper-citation-record.v1
2502.06329 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:54:43.310609Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:48:03.023004Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T00:43:45.293771Z

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1aa51429-18bc-4d5b-8dec-551a37f2ec52 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Expect the Unexpected: FailSafe Long Context QA for Finance Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.085391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2808d3-3719-46b1-ba1e-a4926aa665c9 · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell.

Expect the Unexpected: FailSafe Long Context QA for Finance Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.091685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7322b25-7631-4d33-9883-f4a22c942e66 · outbound

This paper cites O'Reilly Media, Inc.

Expect the Unexpected: FailSafe Long Context QA for Finance O'Reilly Media, Inc

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.096823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a86a23-48f4-40fb-b584-98cf1469da48 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-08T15:54:43.101790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6231d43-6ade-44b9-9501-61391942d55e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Expect the Unexpected: FailSafe Long Context QA for Finance DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.108317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba139970-021d-47ad-83b4-14d3139c815c · outbound

This paper cites Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis.

Expect the Unexpected: FailSafe Long Context QA for Finance Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.114568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217c63ae-f863-4845-b61e-8e565a762282 · outbound

This paper cites The Llama 3 Herd of Models.

Expect the Unexpected: FailSafe Long Context QA for Finance The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.120499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b386dc7-477b-44ba-80d4-66af8aeb9232 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-08T15:54:43.398654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74ec6aa7-33f2-41cd-95be-175a30dc88df · outbound

This paper cites The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models.

Expect the Unexpected: FailSafe Long Context QA for Finance The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.130182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b90a69c7-8113-465a-b65b-9448b95d4e77 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.135203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f86c38a-395c-4c4e-97fe-fd1d60017ae7 · outbound

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

Expect the Unexpected: FailSafe Long Context QA for Finance FinanceBench: A New Benchmark for Financial Question Answering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.141981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5cd4a6-d898-44ab-b323-d6591557650f · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.146878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24cf0fc0-300e-4686-b23d-8d5c72ad1b4b · outbound

This paper cites On Large Language Models' Hallucination with Regard to Known Facts.

Expect the Unexpected: FailSafe Long Context QA for Finance On Large Language Models' Hallucination with Regard to Known Facts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.151374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e37a7b9-e24f-4d7d-82c8-972fd248998d · outbound

This paper cites Lee and Katrina A.

Expect the Unexpected: FailSafe Long Context QA for Finance Lee and Katrina A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.156555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b95e899-abc0-4fc4-8bec-5c98e608594c · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.162354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea370050-fa5c-40eb-8375-ac602d0cd2f5 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.167084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c44f16d-7a74-4bf2-93f1-a35c81e36141 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.172745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7255d93e-1247-4a93-b4d0-7b32f8431bd6 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Expect the Unexpected: FailSafe Long Context QA for Finance Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.177257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f11ece6-0ef3-4709-9a19-676c91a14aa9 · outbound

This paper cites FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models.

Expect the Unexpected: FailSafe Long Context QA for Finance FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.182386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da68c7be-ca19-4133-ab41-366836bc3615 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.187361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e96896-d417-4894-b010-e18d20e4d5e5 · outbound

This paper cites The AI Revolution: Opportunities and Challenges for the Finance Sector.

Expect the Unexpected: FailSafe Long Context QA for Finance The AI Revolution: Opportunities and Challenges for the Finance Sector

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.192093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d7c5dc0-8228-43f1-90a3-cebf670a6ef2 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:54:44.154877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81f0292c-a996-4026-bf36-3a6eefe110a4 · outbound

This paper cites OpenAI o1 System Card.

Expect the Unexpected: FailSafe Long Context QA for Finance OpenAI o1 System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.203661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d39a10c-aaac-4dc0-bc34-cfa48abcea4f · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.210302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b11ed19-5f88-4636-a18f-4c3c7558d164 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.215273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c2f87b-f487-4c12-976e-e21340486fb2 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Expect the Unexpected: FailSafe Long Context QA for Finance Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.220712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4327acad-13c5-45b7-89c1-904330985a31 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:54:44.118244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3df7ff8d-8b30-4c4f-93a6-727e77425ec3 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:54:44.102411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2d4ec59-0399-4129-992c-88472cfef0d9 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:54:44.086303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation af5f5635-b5f7-40f8-9a80-c7f2e860a756 · outbound

This paper cites HelpSteer2-Preference: Complementing Ratings with Preferences.

Expect the Unexpected: FailSafe Long Context QA for Finance HelpSteer2-Preference: Complementing Ratings with Preferences

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.248027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a495ed-adbe-4954-bfac-3dd3f5903ec3 · outbound

This paper cites FinBen: A Holistic Financial Benchmark for Large Language Models.

Expect the Unexpected: FailSafe Long Context QA for Finance FinBen: A Holistic Financial Benchmark for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.253975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e86e5a1-77cf-42f5-9531-0fc778bcf0b6 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:54:44.070121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9294a796-571b-4a04-bd5e-f20f552d04a3 · outbound

This paper cites Measuring and Reducing LLM Hallucination without Gold-Standard Answers.

Expect the Unexpected: FailSafe Long Context QA for Finance Measuring and Reducing LLM Hallucination without Gold-Standard Answers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.267480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd2ea76-60a2-46da-b3a0-fbc1d04a8b62 · outbound

This paper cites FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor -- Firm Interactions.

Expect the Unexpected: FailSafe Long Context QA for Finance FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor -- Firm Interactions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.272752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bcf6f0e-ef10-444d-a459-ebae215e49f6 · outbound

This paper cites Qwen2 Technical Report.

Expect the Unexpected: FailSafe Long Context QA for Finance Qwen2 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.278599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2076b97-e759-4e3b-8445-be89da61fb1d · outbound

This paper cites Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance.

Expect the Unexpected: FailSafe Long Context QA for Finance Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.283775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77ec91b-6a25-44ce-b35f-c50e3b99a4dd · outbound

This paper cites LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA.

Expect the Unexpected: FailSafe Long Context QA for Finance LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.290008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68344b34-cb90-44cb-9b9e-e1e8d0d7daa0 · outbound

This paper cites an unresolved cited work.

Expect the Unexpected: FailSafe Long Context QA for Finance Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.295106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a13a58-31ca-4680-ba71-58af7e0bb454 · outbound

This paper cites Gonzalez, and Ion Stoica.

Expect the Unexpected: FailSafe Long Context QA for Finance Gonzalez, and Ion Stoica

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.299950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e60bc009-6761-40dc-a57e-8edf08b0bc99 · outbound

This paper cites online" 'onlinestring :=.

Expect the Unexpected: FailSafe Long Context QA for Finance online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.305710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7911ed51-b84e-4b06-860d-a7818c885a79 · outbound

This paper cites write newline.

Expect the Unexpected: FailSafe Long Context QA for Finance write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T15:54:43.310609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 254af5a4-f7c3-446a-8ed1-6710a15e47bf · inbound

GTAC: A Generative Transformer for Approximate Circuits cites this paper.

GTAC: A Generative Transformer for Approximate Circuits Expect the Unexpected: FailSafe Long Context QA for Finance

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:43:45.299747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58ebe6c9-efb2-4028-bb48-21c159b1de49 · inbound

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements cites this paper.

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements Expect the Unexpected: FailSafe Long Context QA for Finance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:48:03.023004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.