Paper Citation Record · LEDGER

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios

As of 17 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.18368.

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

pith.paper-citation-record.v1
2507.18368 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:19:47.423383Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy9
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33ab57c7-ea22-47bc-b971-7767ec7c0d25 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.247320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c9a05d-6ba2-4d55-a080-bc824a8f775b · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Measuring Massive Multitask Language Understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.253010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f80e3225-3544-481e-bf8c-ae35386a648d · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.258930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126ccad2-ace6-4e75-97fe-255b2a1777da · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.344248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2fc6c00b-8d2b-406d-bbd5-591975455acb · outbound

This paper cites Olson, Yoshua Bengio, and Karim Jerbi.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Olson, Yoshua Bengio, and Karim Jerbi

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.271342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3234b7fb-227b-4fb4-9df0-cfb753e435e4 · outbound

This paper cites TheoremQA: A Theorem-driven Question Answering Dataset.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios TheoremQA: A Theorem-driven Question Answering Dataset

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.327007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c3672a21-f77a-4a3d-897a-d201d2d4b75c · outbound

This paper cites MastermindEval: A Simple But Scalable Reasoning Benchmark.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios MastermindEval: A Simple But Scalable Reasoning Benchmark

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:19:47.841998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bfbe27a3-285f-4bf2-ac4f-54eaa4859c56 · outbound

This paper cites Con- structing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Con- structing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.155561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 02e2109d-10e5-4748-9752-928a10be33ee · outbound

This paper cites Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent Thinking.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent Thinking

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.298921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 873a980f-7054-4692-bdb1-8bac93674bb9 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.138073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9eb8e182-d946-444e-9bda-44ea46bd1c57 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.308694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af4d5ac7-45f6-48d2-8f7d-1dc3c5507859 · outbound

This paper cites Benchmarking Language Model Creativity: A Case Study on Code Generation.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Benchmarking Language Model Creativity: A Case Study on Code Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.315315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e97afd-9161-4f1a-b0fe-87037537678e · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.320578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4428ac9-0b9f-4a4c-b997-9f5faac2b382 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.328681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53004d4c-1e12-435f-babc-ffd4612c1340 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.337017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f73ece-5076-413d-b766-10a0d00a3fdb · outbound

This paper cites ARB: Advanced Reasoning Benchmark for Large Language Models.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios ARB: Advanced Reasoning Benchmark for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.342334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7be8bda-4330-46d2-8fb7-1fd05134e4c2 · outbound

This paper cites Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.115658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e071f01b-785b-4981-8ced-efceb68272f3 · outbound

This paper cites BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.097911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9056e43a-8c9f-4223-824f-11538068d199 · outbound

This paper cites Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.368140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea071442-6b42-4097-b59f-833060e1d9e7 · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.078512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13d8edb0-42cc-41e4-8426-d647dc7d8e37 · outbound

This paper cites NAT- URALREASONING: Reasoning in the Wild with 2.8M Challenging Questions.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios NAT- URALREASONING: Reasoning in the Wild with 2.8M Challenging Questions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.379740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf53b69d-b86a-4abe-a437-a97f4b81bcbd · outbound

This paper cites Self-Reflection in LLM Agents: Effects on Problem-Solving Performance.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.385637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf9fe15-f3aa-4046-b7cd-b38ec895dd55 · outbound

This paper cites Can language models learn from explanations in context?.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Can language models learn from explanations in context?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:19:47.392398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f887b683-b0cd-4454-9fb3-52b252f95653 · outbound

This paper cites an unresolved cited work.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:19:48.057381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c84aa0ae-a442-4f61-a861-bbf8b4f85d86 · outbound

This paper cites market reacts.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios market reacts

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:48.038276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa641a94-dc13-471c-8a28-d51531220611 · outbound

This paper cites an unresolved cited work.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:19:48.011943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 36a85d0c-5e12-4d61-9a3f-20fc36c6a8fa · outbound

This paper cites id": "T0.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios id": "T0

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:19:47.997178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a807ece6-b036-46af-b6ce-3dd89c7fde60 · outbound

This paper cites an unresolved cited work.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:19:48.171249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.