Paper Citation Record · LEDGER

A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2305.15054.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.15054 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:10:15.511117Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d9ebe604-4a3a-4856-b5c9-0f419c0550ba · inbound

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods cites this paper.

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:56:11.151434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 84d36c06-ae27-4b19-b4f2-3c27027c74b5 · inbound

How to use and interpret activation patching cites this paper.

How to use and interpret activation patching A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:34:06.933445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ed2a9ea-1be5-4252-9a5d-8b57ce22ba06 · inbound

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering cites this paper.

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T19:10:15.511117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e6f198-ea37-4b4c-954b-1d271ad9dd34 · inbound

ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation cites this paper.

ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T14:38:51.947280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c609f45-079b-4a99-8d86-eae7e43f92a8 · inbound

Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures cites this paper.

Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:47.897765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8033177-2b91-49e7-918c-f0cce9e83620 · inbound

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings cites this paper.

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T06:04:21.996124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcf3cf41-4389-424e-9f8f-87e856fedfe6 · inbound

From Screens to Scenes: A Survey of Embodied AI in Healthcare cites this paper.

From Screens to Scenes: A Survey of Embodied AI in Healthcare A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 289

Resolution: unresolved; no resolver link, observed 2026-08-10T20:43:11.063904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2329f8-75d5-4b6c-be6e-1df319ef5d56 · inbound

What is a Number, That a Large Language Model May Know It? cites this paper.

What is a Number, That a Large Language Model May Know It? A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 1987

Resolution: unresolved; no resolver link, observed 2026-08-09T15:05:03.757300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbb56268-f9a7-44ff-aae4-d3304d87c3fd · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:31.086034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f677acd-e43e-4923-9a40-db45bfb51865 · inbound

Modular Arithmetic: Language Models Solve Math Digit by Digit cites this paper.

Modular Arithmetic: Language Models Solve Math Digit by Digit A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:53.886054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0a8d4b-ba1d-4e84-ba84-1701ed8f6e47 · inbound

NEAT: Concept driven Neuron Attribution in LLMs cites this paper.

NEAT: Concept driven Neuron Attribution in LLMs A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T18:01:19.699484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537087f9-5e3e-408a-a3a9-2367e811f863 · inbound

Understanding Counting Mechanisms in Large Language and Vision-Language Models cites this paper.

Understanding Counting Mechanisms in Large Language and Vision-Language Models A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:10.884274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c27a0ef7-6c03-454a-a0af-cfdecadbec72 · inbound

Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning cites this paper.

Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T13:03:22.925560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306582cc-5747-429c-b59e-9badb33370ae · inbound

Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms cites this paper.

Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:58:12.770788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d739c63-19b4-4984-b236-99cc9f36731c · inbound

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It cites this paper.

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:16:14.389879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca3807ba-e0c2-45b1-9c7e-3a41b8600e15 · inbound

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It cites this paper.

The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:02:40.929325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 971de50d-2dba-4f2b-af0e-f80de83bf965 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.531592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7aa05fd3-390a-4edc-a895-dc337e48b73d · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-28T07:11:45.309095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.