Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T17:52:36.115298Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2604.06799.
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 2026-05-10T17:52:36.115298Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3b660930-8769-4b52-99a5-1a9888d23838 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Language Models Need Inductive Biases to Count Inductively
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8974e614-cc8a-43a8-9191-896c620aebc9 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Training Verifiers to Solve Math Word Problems
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ee06ef5-5ea1-4cd1-8bbb-6d305c95c92b · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Self-Attention Limits Working Memory Capacity of Transformer-Based Models
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 33a3090b-baa9-4e31-810a-7bfecc3a770c · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Measuring Mathematical Problem Solving With the MATH Dataset
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7cc24919-6d76-4a51-b211-0e9d5f4796c1 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Frontier LLMs Still Struggle with Simple Reasoning Tasks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4144f919-67f1-4c8e-bb90-85359ecc43c1 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions The Expressive Power of Transformers with Chain of Thought
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ba0c836a-8f1f-4685-a613-70f026f3163d · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Large Language Models Lack Understanding of Character Composition of Words
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3264002-5dc6-4572-a12b-776207149d8b · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Peiyang Song, Pengrui Han, and Noah Goodman
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69a39fdc-d15c-4e4d-8c96-8b06b782605c · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5a7bd6f-6c00-4c59-ab5d-4f55df683567 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eb2e858a-e109-4447-9ace-b35ccb5d74b0 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Counting Ability of Large Language Models and Impact of Tokenization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 373c800c-4ca0-4eab-8384-39a7ab62c9f6 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Exploring the compositional deficiency of large language models in mathematical reasoning through trap problems
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 522a8c51-570c-419a-883b-a4a9199058b6 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Each line corresponds to one of the seven models, traced across increasing complexity levels from left to right
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fde1a1ed-02f9-4c18-b778-f5056ea116d8 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Transformer attention has no explicit register mechanism for this
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aaa6f490-fbec-4161-a86d-8cd11f98cad3 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions The steep cliff structure — not a gradual fade, confirms that models possess discrete working memory limits rather than capacity degradation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 863c7966-853c-4dd1-943d-d8979ae7b49c · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions This is a hard internal limit
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1aa744f2-3bbc-4780-a761-a099dd612b6c · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions The rightmost zone (steps 10–12) is uniformly zero across all models
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e9dd9d6-2e5e-4c39-b499-0ed2728b17e6 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions All other models drop dramatically at K=25 or K=60
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b7f26133-478c-45e0-b28e-cc37165e6742 · outbound
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Instead, it amplifies D3 via the O(n) vs O(n2) distinction
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.