Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T12:40:45.358818Z
Paper Citation Record · LEDGER
LLMs cannot spot math errors, even when allowed to peek into the solution
As of 14 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2509.01395.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
Reference resolution
30 of 30 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a1f9c481-898f-4c1f-9c75-ad1111ab1792 · outbound
This paper cites online" 'onlinestring :=.
LLMs cannot spot math errors, even when allowed to peek into the solution online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:42.997220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52f3b1a2-1bd3-48a9-9325-d06ed89091b6 · outbound
This paper cites write newline.
LLMs cannot spot math errors, even when allowed to peek into the solution write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.039759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 057fd7a7-c7bf-450e-8c70-e012a8ef5bf2 · outbound
This paper cites GPT-4 Technical Report.
LLMs cannot spot math errors, even when allowed to peek into the solution GPT-4 Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.126386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10a9ae1d-30e4-4823-810d-ba7eb072e56a · outbound
This paper cites Anderson, C.
LLMs cannot spot math errors, even when allowed to peek into the solution Anderson, C
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:40:47.544153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4b02923c-aea5-4081-adb8-7f4d7aa23099 · outbound
This paper cites Carpenter, Elizabeth Fennema, Maria L.
LLMs cannot spot math errors, even when allowed to peek into the solution Carpenter, Elizabeth Fennema, Maria L
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:40:47.534686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7ef89007-263c-4416-9837-7883efd64d2f · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
LLMs cannot spot math errors, even when allowed to peek into the solution Training Verifiers to Solve Math Word Problems
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.302524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd4a826d-309f-4d1a-811d-772c695489fe · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:47.523709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8650809e-6134-4596-9903-d50eabd42b52 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.483475Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b40dc85-d921-4fcf-a81a-5f96b488c067 · outbound
This paper cites A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models.
LLMs cannot spot math errors, even when allowed to peek into the solution A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T12:40:45.680554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a44f19a-0168-4040-b0e9-b53576e941b1 · outbound
This paper cites The Llama 3 Herd of Models.
LLMs cannot spot math errors, even when allowed to peek into the solution The Llama 3 Herd of Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.747462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfcfc757-f54f-4284-afc7-a64a6654ef73 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:47.513479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8c68f611-1693-48f1-8e8a-2321715a0926 · outbound
This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.
LLMs cannot spot math errors, even when allowed to peek into the solution Measuring Mathematical Problem Solving With the MATH Dataset
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:43.887658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8542cca3-7702-4407-a5a9-64798025e5f4 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:47.410001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 56db1305-13ea-483e-8686-3e2cf43a5fe1 · outbound
This paper cites Peter Kincaid, Robert P.
LLMs cannot spot math errors, even when allowed to peek into the solution Peter Kincaid, Robert P
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:40:47.135925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ad747c69-03b4-451f-b926-6f07b4b66aef · outbound
This paper cites Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions.
LLMs cannot spot math errors, even when allowed to peek into the solution Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.130920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2276dc45-e03d-4b70-be0a-bdea4c4997f0 · outbound
This paper cites Let's Verify Step by Step.
LLMs cannot spot math errors, even when allowed to peek into the solution Let's Verify Step by Step
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.213394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59bc42e9-86ee-4bf7-b32a-0b6e15fd7598 · outbound
This paper cites DeepSeek-V3 Technical Report.
LLMs cannot spot math errors, even when allowed to peek into the solution DeepSeek-V3 Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.267775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5d9d866-c435-494a-a757-d23fb25147a0 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.360607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 727d4acf-e335-42e0-b5a0-93ebe89e9791 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:46.890205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d5861198-1d0b-46b6-bb58-08bd15715248 · outbound
This paper cites GPT-4o System Card.
LLMs cannot spot math errors, even when allowed to peek into the solution GPT-4o System Card
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.478851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 587d1ed3-bf67-4f1b-bdf3-89cedb375bdd · outbound
This paper cites Rea and Richard A.
LLMs cannot spot math errors, even when allowed to peek into the solution Rea and Richard A
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:40:46.693172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 079f5179-7c3d-42ff-91c0-6a6642b0d0f4 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:46.466768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5b72f45f-ae50-4f67-8983-8ff9f605e15e · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.714930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b14a9f9-1e56-4526-90c9-6982d3946f81 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:46.191681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e28cfa98-3be6-4c59-bee1-360164761bb6 · outbound
This paper cites LearnLM: Improving Gemini for Learning.
LLMs cannot spot math errors, even when allowed to peek into the solution LearnLM: Improving Gemini for Learning
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:44.941872Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3fda48-07ab-40be-82b5-643d16c0ef4a · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T12:40:45.929719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9d78be6e-acc6-492a-8c50-9531b38a2e90 · outbound
This paper cites an unresolved cited work.
LLMs cannot spot math errors, even when allowed to peek into the solution Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:45.084082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf3adefe-8f31-44cb-8b1f-7267a60dd076 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
LLMs cannot spot math errors, even when allowed to peek into the solution Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:45.144909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a493ec8a-69c0-4af4-8a3d-1a0ba82680a9 · outbound
This paper cites MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation.
LLMs cannot spot math errors, even when allowed to peek into the solution MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:45.229549Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1276438a-9290-41e1-b94b-522ed88d3283 · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
LLMs cannot spot math errors, even when allowed to peek into the solution BERTScore: Evaluating Text Generation with BERT
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:40:45.358818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.