Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T20:19:26.179085Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.16693.
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 2026-08-01T20:19:26.179085Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 77738b1e-e0f5-48dc-a8be-b03421b7a8a6 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs What Drives Representation Steering? A Mechanistic Case Study on Steering Refusal
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28917335-fd50-4f85-ab65-7fa76a3ca505 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Mavor-Parker, Aengus Lynch, Stefan Heimersheim, and Adri \`a Garriga-Alonso
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8548a460-d1a9-4d7d-80a3-9b7adb6de0f0 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72c51f33-d9fb-402e-8f5c-c7e6ada06710 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6072a35-43ad-4718-a1a1-e3e49ab69970 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f0f5b54-4907-4d34-8696-98fcadd22127 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 866dd7b2-a2b3-4b45-8dd1-36ee25869861 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b408ca0-e127-4ddc-a89a-dd4bacdc929a · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed226782-a3ea-4f88-a37b-bf861ff7d9de · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f135ed9-e317-4f8e-9bc0-29afeca18350 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9046ba20-39a2-4dec-8f44-9e6553a9aa1d · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1db9b222-dde7-4419-8a3d-fb2c39a472d0 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ede7308d-cfd9-4fa6-9026-fd19d688eb1b · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f50862-7a35-4800-b3d7-c421f70be760 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd9cc0e3-b0eb-4173-a7d0-7159f488a0f3 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 009ba09d-83a8-4193-8b2a-25ca4e8772d1 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Training Verifiers to Solve Math Word Problems
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e510fe8-4e9c-4d70-b593-2735079c8ff1 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Measuring Massive Multitask Language Understanding
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2de11ad-419e-4140-ad73-ce1375fe8ace · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a54c9ce5-b670-4de9-b611-fda6bba7ee9f · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5dcfa8b-219d-4c95-8d48-bd73af74bcd6 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b483f70-a195-4319-b3d0-2788c350841d · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs What is a Number, That a Large Language Model May Know It?
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6fdfc55-92f6-4009-adf5-75351a2daed4 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39350ea6-f99b-4e73-bcf2-935708e6f170 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58ee0d24-9f82-41c0-a3da-0b8fb3e9eb99 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Modular Arithmetic: Language Models Solve Math Digit by Digit
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4facfd9d-0b9b-4fd5-a703-c58b7f7df495 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b346451-adfa-4d54-91ed-245f6d954bbd · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Interpretability in the Wild: a Circuit for Indirect Object Identification in
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd15f8bd-9273-42b0-adc7-a5c8fb5ae133 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs The Twelfth International Conference on Learning Representations , year=
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae2cd015-9017-486b-9adf-de24d7e316a5 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Thirty-seventh Conference on Neural Information Processing Systems , year=
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fa3dbde-ca4f-42c5-8c97-157e4e5a7e67 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs The Twelfth International Conference on Learning Representations , year=
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16413ecc-ad32-4699-9426-ec039a72ac5f · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Attribution Patching Outperforms Automated Circuit Discovery
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee3d0c52-fd05-41de-9ff7-46a2cf1d7429 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs 2024 , eprint=
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee231b7-c5ef-42b4-88ac-f9ee6fadc9e8 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs ICML 2024 Workshop on Mechanistic Interpretability , year=
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a31501f-dd49-41d1-ac72-97405d47ded2 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs 2026 , eprint=
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 308f34a8-8b67-40cd-a59c-76d5620c45ba · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Transformer
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aac3ef50-3187-46b5-a85f-5ea90f852621 · outbound
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08b268a2-dd7a-4251-9210-04533ca57580 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Transformer
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e7e93c4-4406-4a95-98c0-650b0927ec9a · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c0cebb5-96dd-44e5-ac08-56fe2ea7b7ce · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Direct and Indirect Effects
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8421c0e7-6346-410f-8199-96c6e7e78365 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Proceedings of the 36th International Conference on Neural Information Processing Systems , articleno =
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86e64f18-e819-45ba-ba06-c54ea98e33de · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Proceedings of the 38th International Conference on Neural Information Processing Systems , articleno =
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b14f8b8-2f82-4e41-9965-9f25bcd587f4 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e00d7010-ded4-43d2-bcb1-a14d394d27c6 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs 2023 , month = mar, howpublished =
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d458597-a231-4380-ae8f-f70a10ecbac9 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Proceedings of the 37th International Conference on Neural Information Processing Systems , articleno =
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2829bd35-73ac-4e1c-9a61-52831caecf4d · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs 2020 , month = jul, howpublished =
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0296e10d-534f-4b47-99fa-e3f529c3453a · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Eliciting Latent Predictions from Transformers with the Tuned Lens
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9df180f6-c338-4ee7-b2ce-16bc54c19efc · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Localizing Model Behavior with Path Patching
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 624459cb-38a4-43a2-9fa4-37661196e506 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Interpreting and Improving Large Language Models in Arithmetic Calculation
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1979780a-abdc-4c02-8e31-567cfb1f8897 · outbound
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5c013fc1-d287-4fe5-8c1d-3b3d918c5acb · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d71de709-ccc5-4234-a5aa-8da26946551c · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Language Models Use Trigonometry to Do Addition
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fdcd711-4be7-4f71-ae1d-78c412ff6ef7 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dd14580-a693-4fd5-b785-defee342fb31 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Progress measures for grokking via mechanistic interpretability
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d01f4722-9158-451a-a481-88043f8e2185 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks , url =
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 983da1f1-0018-4cbf-be21-f8e2370c7ea1 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Survival of the Fittest Representation: A Case Study with Modular Addition
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ed3bcac1-0249-4d69-bef1-dde2e219c705 · outbound
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs Unresolved cited work
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.