Paper Citation Record · LEDGER

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning

As of 9 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 2 inbound Pith citation observations for arXiv:2401.00139.

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

pith.paper-citation-record.v1
2401.00139 v3

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T04:55:53.274009Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:06.926524Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:02:05.148478Z

Reference resolution

8 of 8 outbound references displayed

verified exact6
verified fuzzy1
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69083040-0088-4a4d-b673-45432ca2f86f · outbound

This paper cites and Samek, W.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning and Samek, W

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T04:56:01.025645Z

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 8c391db7-55ef-4972-a3f5-3d349a16a7e4 · outbound

This paper cites and Lu, W.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning and Lu, W

Reference 2

Resolution: verified exact; doi, observed 2026-05-24T04:56:00.124613Z

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 b30e8101-53ab-4990-871f-58ea1068234b · outbound

This paper cites Can Large Language Models Infer Causation from Correlation?.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning Can Large Language Models Infer Causation from Correlation?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:56:00.861248Z

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 6cc9d4a4-b423-4701-b8cb-5aa9bdeee371 · outbound

This paper cites The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:56:00.856417Z

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 515c63b5-effe-47b3-b613-60ae687cee70 · outbound

This paper cites an unresolved cited work.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-24T04:56:01.022560Z

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 8c1dcead-a0ca-44aa-b0d0-b400a2d05496 · outbound

This paper cites Lauffenburger, and Garry P.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning Lauffenburger, and Garry P

Reference 6

Resolution: verified exact; doi, observed 2026-05-24T04:56:00.119140Z

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 1d23065c-81fd-4675-9cdf-5298838eabf4 · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-24T04:56:00.866996Z

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 3aaf523a-e83a-4a3c-b6e4-b6a9054b8e7d · outbound

This paper cites Ethical and social risks of harm from Language Models.

Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning Ethical and social risks of harm from Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-24T04:56:00.872840Z

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.

Pith citing papers

Observation 35aee4b5-922a-4381-8d38-19e7973515d5 · inbound

Causal Distillation: Transferring Structured Explanations from Large to Compact Language Models cites this paper.

Causal Distillation: Transferring Structured Explanations from Large to Compact Language Models Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:06.926524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de85a7d-26dc-4dc4-84f9-72ae5d24146c · inbound

LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery cites this paper.

LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:02:05.154169Z

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.