Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:02:57.868691Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.20520.
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 2026-08-02T08:02:57.868691Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
31 of 31 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ee13f71c-14f4-43b4-beac-5974c4388a92 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Current trends and future prospects of large -scale foundation model in K -12 education,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 3412a780-27cc-4607-a29d-79e7642dda2a · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Large Language Models for Mathematical Reasoning: Progresses and Challenges
Reference 2
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Observation fc38a537-dcc0-4344-a775-1ebc695aa187 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Reference 3
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Unavailable: canonical work link unavailable.
Observation bb10508c-e78b-4b98-a39c-fdf11f3ffb83 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
Reference 4
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Observation e9e27747-a19a-4f4a-8578-a0ec4e98e91c · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The role of representation(s) in developing mathematical understanding,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d9ede92-347a-4c74-a1eb-05fc11af9245 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Have llms advanced enough? a challenging problem solving benchmark for large language models,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af19e6e1-7323-4660-8006-82046d4791b1 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Frequency norms and structural analysis of algebra story problems into families, categories, and templates,
Reference 7
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Unavailable: canonical work link unavailable.
Observation aa8a8196-d43f-4753-adcc-da8181d13e9e · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The real story behind story problems: Effects of representations on quantitative reasoning.,
Reference 8
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Unavailable: canonical work link unavailable.
Observation 265529ae-a665-4032-8114-5ffdfe4f852c · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Solving quantitative reasoning problems with language models,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 5f37974a-da4b-4276-b189-43f6b9f14bae · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Stochastic LLMs do not understand language: towards symbolic, explainable and ontologically based LLMs,
Reference 10
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Unavailable: canonical work link unavailable.
Observation 2daa1b60-d174-44c2-b0c5-63d7ea8a20e4 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving PAL: Program-aided Language Models,
Reference 11
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Unavailable: canonical work link unavailable.
Observation 986c21b7-7f2f-4807-90bd-05ad698b1b1c · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Toolformer: Language models can teach themselves to use tools.,
Reference 12
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Unavailable: canonical work link unavailable.
Observation 6d869eca-ed62-4cdb-b761-ba78a0783602 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving When LLMs hallucinate: Examining the effects of erroneous feedback in math tutoring systems,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a4cd4a2-ce7d-4770-85be-58491bcb98f4 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Chain -of-thought prompting elicits reasoning in large language models,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 816ce390-e8b9-46b1-934e-74fac7324a55 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving HCI 2026 dataset,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 74d81430-816a-4fb2-81a5-68df548e3f42 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The understanding process: Problem isomorphs,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 9b7e7463-edb4-4ecb-ad38-f4c04bd83cef · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Generative testing: From conception to implementation,
Reference 17
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Unavailable: canonical work link unavailable.
Observation d40847a3-12de-41f8-a89a-0544f4695fb5 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The role of isomorphisms in mathematical cognition,
Reference 18
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Unavailable: canonical work link unavailable.
Observation e400a555-4353-4c6c-af66-7665b331f1d0 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The longitudinal study,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 581d2d67-2fbd-4e21-91d1-0a624c6b4c19 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
Reference 20
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Unavailable: canonical work link unavailable.
Observation b6be4590-ea96-4ee8-aa32-46dfd10bee17 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Emergent Abilities of Large Language Models
Reference 21
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Unavailable: canonical work link unavailable.
Observation d1bb3d71-e082-4e4e-9583-254d8de6d249 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Scaling Laws for Neural Language Models
Reference 22
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Unavailable: canonical work link unavailable.
Observation 3544ef28-7c0d-411e-8762-a2a1c9f2f53c · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Benchmarking Failures in Tool-Augmented Language Models
Reference 23
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Unavailable: canonical work link unavailable.
Observation a76c6cea-8f9c-4e21-88be-f67796b211af · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Evaluating the Intelligence of large language models: A comparative study using verbal and visual IQ tests,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 052da4c1-cd95-4387-a7de-87afbfdd9069 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving WIP: Beyond Code: Evaluating ChatGPT, Gemini, Claude, and Meta AI as AI Tutors in Computer Science and Engineering Education,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 5d4c6c7a-7e7e-4d3f-95ae-b6a7597ca3c0 · outbound
Reference 26
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Unavailable: canonical work link unavailable.
Observation 545e4a30-1bdd-4774-94a7-d41eb08250ca · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Statistical notes for clinical researchers: Chi -squared test and Fisher's exact test,
Reference 27
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Unavailable: canonical work link unavailable.
Observation c9b63a28-ced7-4a30-98bd-20670b15236d · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Structured outputs,
Reference 28
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Unavailable: canonical work link unavailable.
Observation 0e71f033-54b7-4ed4-953b-b353f6ce7b44 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Structured output support for the Prompt API,
Reference 29
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Unavailable: canonical work link unavailable.
Observation a028917f-499b-488f-9f54-36671385e67e · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving The good, the bad, and the ugly of Gemini’s structured outputs,
Reference 30
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Unavailable: canonical work link unavailable.
Observation aebbbdeb-751c-4ec5-bfa1-e2b74f2887d9 · outbound
Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks,
Reference 31
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No inbound Pith citation observations are available.