Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T05:52:24.876727Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 4 inbound Pith citation observations for arXiv:2502.08680.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T05:52:24.876727Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:05:07.595231Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T23:33:58.181298Z
25 of 25 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4c8798d3-e714-4fba-9d94-6b67474dd286 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4f82cdd5-f47d-4fc9-9b83-a49f3a81d4d1 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges • The function must not take any external arguments
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f47e264-889a-435e-bb69-825b452566b6 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Avoid directly copying the results of these operations or the final answer from the response
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd09e588-4373-40f4-80a9-8e639863f58c · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6144610a-5b2b-4b46-b9eb-60731b35e581 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Qwen2.5 Technical Report
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a81d178-2f81-40b7-8c9e-ce33cc6c88aa · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges extracted_answer
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b939f6a-26c5-4c1e-af60-4c418997123e · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7dfa24a7-6df4-45f0-8810-015e41ab8c78 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2191d066-7de4-4293-8405-f02f3c6e6a52 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aca610e9-db6e-46ad-99c9-59b548bd1cf0 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Example 2: Operator Error Question: Finn watches 9 360 266tadpoles swimming in the pond
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eb269715-fe42-4c3f-9c60-76e93a62cdc2 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 74461094-48f7-4448-be0c-25f7046a62da · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Example 3: Contextual Value Error Question: Gloria is shoe shopping when she comes across a pair of boots that fit her shoe budget
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8f545f8a-5cfd-4421-aad7-2c259f5c9146 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f8d91001-5cb3-4ea7-8f03-a6b8408f012f · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d9d57f9a-414c-4295-bb37-e93b81875c86 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Instead of using 4 528 570dollars as the price difference between the boots and the two pairs of high heels, it incorrectly uses the total cost of the heels
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1bc39399-d811-4695-9062-e1461e64eaaf · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0920def8-b513-48ce-ab90-cefbcfdecafc · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c06a13c4-fcb4-4bfa-b1ff-343b71f751e8 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Instead of computing Joan’s age based on her relationship to Jessa, it directly assigned 2 112 084as Joan’s age
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 72108577-437d-46d8-99e2-5290baba90a6 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 42a8d735-7bbb-4fff-be90-3d9b4d7e969c · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fe5156a6-bc84-4e96-b565-a39974e8e4e2 · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 239c9393-8dd0-4d51-b280-c0869a3aea0a · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Instead of calculating the actual sum of their ages, it leaves the expression in terms of Jessa’s age without substitution, leading to an incomplete and incorrect result
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 88975b50-c32f-4806-8f1c-e272fab92ccc · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Scaling Laws for Autoregressive Generative Modeling
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 178f20ba-9fc3-46d5-b657-4e9f62442b3b · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Training Verifiers to Solve Math Word Problems
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a0a3012-104c-4fff-897c-0559c0e1d29a · outbound
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 307b59f0-34c9-42b0-976e-e52b630bf9e4 · inbound
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e81c1b00-e338-407f-8aed-48ba4402c62d · inbound
Answer-Centric or Reasoning-Driven? Uncovering the Latent Memory Anchor in LLMs Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7a311567-f4c9-48f8-a700-e8bf96f59831 · inbound
Free-MAD: Consensus-Free Multi-Agent Debate Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a28239c-34b9-48f1-8719-51f172427654 · inbound
Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.